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{"type":"user","message":{"role":"user","content":[{"tool_use_id":"call_449d443d2361452b879f1b11","type":"tool_result","content":"2800\t                } else {\n2801\t                    // No current bead, use tracked workspace or home\n2802\t                    if is_workspace_unset(&self.current_workspace) {\n2803\t                        Some(self.config.workspace.default.as_path())\n2804\t                    } else {\n2805\t                        Some(self.current_workspace.as_path())\n2806\t                    }\n2807\t                }\n2808\t            }\n2809\t            _ => {\n2810\t                // For other non-bead-processing states, use tracked workspace or home\n2811\t                if is_workspace_unset(&self.current_workspace) {\n2812\t                    Some(self.config.workspace.default.as_path())\n2813\t                } else {\n2814\t                    Some(self.current_workspace.as_path())\n2815\t                }\n2816\t            }\n2817\t        };\n2818\t        self.health\n2819\t            .update_state(&to, current_bead_id, current_workspace);\n2820\t        // Sync current_workspace from the shared state so subsequent heartbeats\n2821\t        // use the correct workspace during cross-workspace work.\n2822\t        if let Some(ws) = current_workspace {\n2823\t            self.current_workspace = ws.to_path_buf();\n2824\t        }\n2825\t        self.state = to;\n2826\t        Ok(())\n2827\t    }\n2828\t\n2829\t    /// Resolve the agent adapter from config with model-based routing.\n2830\t    fn resolve_adapter(&self) -> Result<crate::dispatch::AgentAdapter> {\n2831\t        let bead_id = self.current_bead.as_ref().map(|b| b.id.clone());\n2832\t\n2833\t        // Start with the configured default adapter.\n2834\t        let default_adapter_name = &self.config.agent.default;\n2835\t\n2836\t        // Resolve the default adapter to get its model (if any).\n2837\t        let default_adapter = self.dispatcher.adapter(default_adapter_name)\n2838\t            .cloned()\n2839\t            .ok_or_else(|| anyhow::anyhow!(\n2840\t                \"configured agent adapter '{}' not found — check ~/.needle/agents/{}.yaml or ~/.local/bin/claude-config/agents/{}/config.json exists\",\n2841\t                default_adapter_name, default_adapter_name, default_adapter_name\n2842\t            ))?;\n2843\t\n2844\t        // Apply routing rules if configured.\n2845\t        let (chosen_adapter_name, matched_rule) = self.apply_routing_rules(&default_adapter)?;\n2846\t\n2847\t        // Emit routing decision telemetry (only if routing happened).\n2848\t        if chosen_adapter_name != *default_adapter_name || matched_rule != \"default\" {\n2849\t            if let Some(id) = bead_id {\n2850\t                let model = default_adapter\n2851\t                    .model\n2852\t                    .clone()\n2853\t                    .unwrap_or_else(|| \"unknown\".to_string());\n2854\t                self.telemetry.emit(EventKind::RoutingDecision {\n2855\t                    bead_id: id,\n2856\t                    model,\n2857\t                    matched_rule: matched_rule.clone(),\n2858\t                    chosen_adapter: chosen_adapter_name.clone(),\n2859\t                })?;\n2860\t            }\n2861\t        }\n2862\t\n2863\t        // Resolve the chosen adapter.\n2864\t        let adapter = self.dispatcher.adapter(&chosen_adapter_name)\n2865\t            .cloned()\n2866\t            .ok_or_else(|| anyhow::anyhow!(\n2867\t                \"routed agent adapter '{}' not found — routing matched model '{}' with rule '{}', but the adapter is missing from ~/.config/needle/adapters/{}.yaml\",\n2868\t                chosen_adapter_name,\n2869\t                default_adapter.model.as_deref().unwrap_or(\"unknown\"),\n2870\t                matched_rule,\n2871\t                chosen_adapter_name\n2872\t            ))?;\n2873\t\n2874\t        Ok(adapter)\n2875\t    }\n2876\t\n2877\t    /// Apply routing rules to determine the final adapter.\n2878\t    ///\n2879\t    /// Returns (chosen_adapter_name, matched_rule_pattern).\n2880\t    /// If no routing rules match, returns (default_adapter_name, \"default\").\n2881\t    /// When strict mode is enabled and no rule matches, returns an error.\n2882\t    fn apply_routing_rules(\n2883\t        &self,\n2884\t        default_adapter: &crate::dispatch::AgentAdapter,\n2885\t    ) -> Result<(String, String)> {\n2886\t        let routing_config = match &self.config.agent.routing {\n2887\t            Some(r) if !r.rules.is_empty() => r,\n2888\t            _ => return Ok((default_adapter.name.clone(), \"default\".to_string())),\n2889\t        };\n2890\t\n2891\t        let model_name = default_adapter.model.as_deref().unwrap_or(\"\");\n2892\t\n2893\t        // Evaluate rules in order (first match wins).\n2894\t        for rule in &routing_config.rules {\n2895\t            // Match the pattern against the model name using regex.\n2896\t            match regex::Regex::new(&rule.match_model) {\n2897\t                Ok(re) => {\n2898\t                    if re.is_match(model_name) {\n2899\t                        tracing::debug!("}]},"parent_tool_use_id":null,"session_id":"01df7ea3-ea98-44c6-b13e-365cfc94078f","uuid":"c4056464-9db7-4f6f-8e94-08acefb9d945","timestamp":"2026-06-25T11:54:37.134Z","tool_use_result":{"type":"text","file":{"filePath":"/home/coding/NEEDLE/src/worker/mod.rs","content":"                } else {\n                    // No current bead, use tracked workspace or home\n                    if is_workspace_unset(&self.current_workspace) {\n                        Some(self.config.workspace.default.as_path())\n                    } else {\n                        Some(self.current_workspace.as_path())\n                    }\n                }\n            }\n            _ => {\n                // For other non-bead-processing states, use tracked workspace or home\n                if is_workspace_unset(&self.current_workspace) {\n                    Some(self.config.workspace.default.as_path())\n                } else {\n                    Some(self.current_workspace.as_path())\n                }\n            }\n        };\n        self.health\n            .update_state(&to, current_bead_id, current_workspace);\n        // Sync current_workspace from the shared state so subsequent heartbeats\n        // use the correct workspace during cross-workspace work.\n        if let Some(ws) = current_workspace {\n            self.current_workspace = ws.to_path_buf();\n        }\n        self.state = to;\n        Ok(())\n    }\n\n    /// Resolve the agent adapter from config with model-based routing.\n    fn resolve_adapter(&self) -> Result<crate::dispatch::AgentAdapter> {\n        let bead_id = self.current_bead.as_ref().map(|b| b.id.clone());\n\n        // Start with the configured default adapter.\n        let default_adapter_name = &self.config.agent.default;\n\n        // Resolve the default adapter to get its model (if any).\n        let default_adapter = self.dispatcher.adapter(default_adapter_name)\n            .cloned()\n            .ok_or_else(|| anyhow::anyhow!(\n                \"configured agent adapter '{}' not found — check ~/.needle/agents/{}.yaml or ~/.local/bin/claude-config/agents/{}/config.json exists\",\n                default_adapter_name, default_adapter_name, default_adapter_name\n            ))?;\n\n        // Apply routing rules if configured.\n        let (chosen_adapter_name, matched_rule) = self.apply_routing_rules(&default_adapter)?;\n\n        // Emit routing decision telemetry (only if routing happened).\n        if chosen_adapter_name != *default_adapter_name || matched_rule != \"default\" {\n            if let Some(id) = bead_id {\n                let model = default_adapter\n                    .model\n                    .clone()\n                    .unwrap_or_else(|| \"unknown\".to_string());\n                self.telemetry.emit(EventKind::RoutingDecision {\n                    bead_id: id,\n                    model,\n                    matched_rule: matched_rule.clone(),\n                    chosen_adapter: chosen_adapter_name.clone(),\n                })?;\n            }\n        }\n\n        // Resolve the chosen adapter.\n        let adapter = self.dispatcher.adapter(&chosen_adapter_name)\n            .cloned()\n            .ok_or_else(|| anyhow::anyhow!(\n                \"routed agent adapter '{}' not found — routing matched model '{}' with rule '{}', but the adapter is missing from ~/.config/needle/adapters/{}.yaml\",\n                chosen_adapter_name,\n                default_adapter.model.as_deref().unwrap_or(\"unknown\"),\n                matched_rule,\n                chosen_adapter_name\n            ))?;\n\n        Ok(adapter)\n    }\n\n    /// Apply routing rules to determine the final adapter.\n    ///\n    /// Returns (chosen_adapter_name, matched_rule_pattern).\n    /// If no routing rules match, returns (default_adapter_name, \"default\").\n    /// When strict mode is enabled and no rule matches, returns an error.\n    fn apply_routing_rules(\n        &self,\n        default_adapter: &crate::dispatch::AgentAdapter,\n    ) -> Result<(String, String)> {\n        let routing_config = match &self.config.agent.routing {\n            Some(r) if !r.rules.is_empty() => r,\n            _ => return Ok((default_adapter.name.clone(), \"default\".to_string())),\n        };\n\n        let model_name = default_adapter.model.as_deref().unwrap_or(\"\");\n\n        // Evaluate rules in order (first match wins).\n        for rule in &routing_config.rules {\n            // Match the pattern against the model name using regex.\n            match regex::Regex::new(&rule.match_model) {\n                Ok(re) => {\n                    if re.is_match(model_name) {\n                        tracing::debug!(","numLines":100,"startLine":2800,"totalLines":4452}}}
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{"type":"stream_event","event":{"type":"message_stop"},"session_id":"01df7ea3-ea98-44c6-b13e-365cfc94078f","parent_tool_use_id":null,"uuid":"8209ba3e-c86b-47e7-a274-aec282a7e0c2"}
{"type":"user","message":{"role":"user","content":[{"tool_use_id":"call_288ebee1e2be4a48be6cc063","type":"tool_result","content":"<system-reminder>[Truncated: PARTIAL view — showing lines 1-2463 of 3907 total (33696 tokens, cap 25000). Call Read with offset=2464 limit=2463 for the next page, or Grep to find a specific section. Do NOT answer from this page alone if the answer may be further in the file.]</system-reminder>\n\n1\t//! Hierarchical configuration loading and validation.\n2\t//!\n3\t//! Resolution order (later layers override earlier):\n4\t//! 1. Built-in defaults\n5\t//! 2. Global config file (`~/.config/needle/config.yaml`)\n6\t//! 3. Workspace config file (`.needle.yaml`)\n7\t//! 4. Environment variables (`NEEDLE_*`)\n8\t//! 5. CLI arguments (highest precedence)\n9\t//!\n10\t//! Config is loaded once at boot and never reloaded.\n11\t//!\n12\t//! Leaf module — depends only on `types`.\n13\t\n14\tuse std::collections::BTreeMap;\n15\tuse std::path::{Path, PathBuf};\n16\t\n17\tuse anyhow::{Context, Result};\n18\tuse serde::{Deserialize, Serialize};\n19\t\n20\tuse crate::cost::{BudgetConfig, PricingConfig};\n21\tuse crate::types::{IdentifierScheme, IdleAction};\n22\tuse crate::validation::GateConfig;\n23\t\n24\t// ──────────────────────────────────────────────────────────────────────────────\n25\t// Sub-structs\n26\t// ──────────────────────────────────────────────────────────────────────────────\n27\t\n28\t/// A single routing rule mapping model patterns to adapters.\n29\t///\n30\t/// Rules are evaluated in order; the first matching rule determines the adapter.\n31\t#[derive(Debug, Clone, Serialize, Deserialize)]\n32\tpub struct RoutingRule {\n33\t    /// Regex or glob pattern to match against model names.\n34\t    ///\n35\t    /// Patterns are matched against the model name only (not provider prefixes).\n36\t    /// Examples: `\"sonnet\"`, `\"opus\"`, `\"claude-sonnet-4-6\"`, `\"(claude-)?(sonnet|opus).*\"`.\n37\t    pub match_model: String,\n38\t\n39\t    /// Adapter to use for matching models (e.g., `claude-print`, `claude-code-glm-4.7`).\n40\t    pub adapter: String,\n41\t}\n42\t\n43\t/// Agent routing configuration.\n44\t///\n45\t/// Maps model name patterns to adapters. When a bead specifies a model,\n46\t/// the routing rules are evaluated in order to determine which adapter to use.\n47\t#[derive(Debug, Clone, Default, Serialize, Deserialize)]\n48\tpub struct RoutingConfig {\n49\t    /// Ordered list of routing rules (first match wins).\n50\t    #[serde(default)]\n51\t    pub rules: Vec<RoutingRule>,\n52\t\n53\t    /// Fallback adapter when no rules match (defaults to `agent.default`).\n54\t    #[serde(default)]\n55\t    pub default_adapter: Option<String>,\n56\t\n57\t    /// When true, fail if no routing rule matches instead of falling back.\n58\t    ///\n59\t    /// If set to true and no rule matches the model:\n60\t    /// - The bead dispatch fails immediately\n61\t    /// - A `RoutingFailed` telemetry event is emitted\n62\t    /// - No fallback to `agent.default` or `default_adapter` occurs\n63\t    ///\n64\t    /// Default: false (fallback behavior for backward compatibility).\n65\t    #[serde(default)]\n66\t    pub strict: bool,\n67\t}\n68\t\n69\t/// Agent (AI model CLI) configuration.\n70\t#[derive(Debug, Clone, Serialize, Deserialize)]\n71\tpub struct AgentConfig {\n72\t    /// Name or path of the default agent adapter (e.g., `claude`).\n73\t    #[serde(default = \"AgentConfig::default_agent\")]\n74\t    pub default: String,\n75\t\n76\t    /// Extra arguments to pass before the prompt.\n77\t    #[serde(default)]\n78\t    pub args: Vec<String>,\n79\t\n80\t    /// Agent process timeout in seconds (0 = unlimited).\n81\t    #[serde(default = \"AgentConfig::default_timeout\")]\n82\t    pub timeout: u64,\n83\t\n84\t    /// Directory containing adapter TOML files.\n85\t    #[serde(default = \"AgentConfig::default_adapters_dir\")]\n86\t    pub adapters_dir: PathBuf,\n87\t\n88\t    /// Model-to-adapter routing rules (optional).\n89\t    #[serde(default)]\n90\t    pub routing: Option<RoutingConfig>,\n91\t}\n92\t\n93\timpl Default for AgentConfig {\n94\t    fn default() -> Self {\n95\t        AgentConfig {\n96\t            default: Self::default_agent(),\n97\t            args: Vec::new(),\n98\t            timeout: Self::default_timeout(),\n99\t            adapters_dir: Self::default_adapters_dir(),\n100\t            routing: Self::default_routing(),\n101\t        }\n102\t    }\n103\t}\n104\t\n105\timpl AgentConfig {\n106\t    fn default_agent() -> String {\n107\t        \"claude\".to_string()\n108\t    }\n109\t    fn default_timeout() -> u64 {\n110\t        3600\n111\t    }\n112\t    fn default_adapters_dir() -> PathBuf {\n113\t        dirs_or_home(\".config/needle/adapters\")\n114\t    }\n115\t\n116\t    /// Default routing rules for Anthropic subscription models.\n117\t    ///\n118\t    /// Routers Anthropic Claude models (sonnet, opus, fable, haiku) to claude-print\n119\t    /// to use subscription billing before the June 15, 2026 API credit transition.\n120\t    /// All other models fall back to claude-code-glm-4.7.\n121\t    fn default_routing() -> Option<RoutingConfig> {\n122\t        Some(RoutingConfig {\n123\t            rules: vec![RoutingRule {\n124\t                // Match Anthropic Claude models on subscription billing\n125\t                // Patterns: claude-sonnet-4-6, claude-opus-4-6, claude-fable-5, claude-haiku-4-5-20251001\n126\t                match_model: \"(claude-)?(sonnet|opus|fable|haiku).*\".to_string(),\n127\t                adapter: \"claude-print\".to_string(),\n128\t            }],\n129\t            default_adapter: Some(\"claude-code-glm-4.7\".to_string()),\n130\t            strict: false,\n131\t        })\n132\t    }\n133\t}\n134\t\n135\t/// Worker fleet configuration.\n136\t#[derive(Debug, Clone, Serialize, Deserialize)]\n137\tpub struct WorkerConfig {\n138\t    /// Maximum number of concurrent workers.\n139\t    #[serde(default = \"WorkerConfig::default_max_workers\")]\n140\t    pub max_workers: u32,\n141\t\n142\t    /// Stagger delay (seconds) between worker launches.\n143\t    #[serde(default = \"WorkerConfig::default_launch_stagger_seconds\")]\n144\t    pub launch_stagger_seconds: u64,\n145\t\n146\t    /// Seconds to wait between queue polls when idle.\n147\t    #[serde(default = \"WorkerConfig::default_idle_timeout\")]\n148\t    pub idle_timeout: u64,\n149\t\n150\t    /// What to do when the queue is empty.\n151\t    #[serde(default)]\n152\t    pub idle_action: IdleAction,\n153\t\n154\t    /// Maximum claim retries before skipping a bead.\n155\t    #[serde(default = \"WorkerConfig::default_max_claim_retries\")]\n156\t    pub max_claim_retries: u32,\n157\t\n158\t    /// Consecutive race_lost attempts before treating the ready queue as empty.\n159\t    #[serde(default = \"WorkerConfig::default_claim_race_lost_skip\")]\n160\t    pub claim_race_lost_skip: u32,\n161\t\n162\t    /// How workers generate their unique names.\n163\t    #[serde(default)]\n164\t    pub identifier_scheme: IdentifierScheme,\n165\t\n166\t    /// Warn when CPU load (0.0–1.0) exceeds this threshold.\n167\t    #[serde(default = \"WorkerConfig::default_cpu_load_warn\")]\n168\t    pub cpu_load_warn: f64,\n169\t\n170\t    /// Warn when available memory falls below this threshold (MB).\n171\t    #[serde(default = \"WorkerConfig::default_memory_free_warn_mb\")]\n172\t    pub memory_free_warn_mb: u64,\n173\t\n174\t    /// BUILDING state timeout in seconds (0 = unlimited).\n175\t    #[serde(default = \"WorkerConfig::default_building_timeout\")]\n176\t    pub building_timeout: u64,\n177\t}\n178\t\n179\timpl Default for WorkerConfig {\n180\t    fn default() -> Self {\n181\t        WorkerConfig {\n182\t            max_workers: Self::default_max_workers(),\n183\t            launch_stagger_seconds: Self::default_launch_stagger_seconds(),\n184\t            idle_timeout: Self::default_idle_timeout(),\n185\t            idle_action: IdleAction::default(),\n186\t            max_claim_retries: Self::default_max_claim_retries(),\n187\t            claim_race_lost_skip: Self::default_claim_race_lost_skip(),\n188\t            identifier_scheme: IdentifierScheme::default(),\n189\t            cpu_load_warn: Self::default_cpu_load_warn(),\n190\t            memory_free_warn_mb: Self::default_memory_free_warn_mb(),\n191\t            building_timeout: Self::default_building_timeout(),\n192\t        }\n193\t    }\n194\t}\n195\t\n196\timpl WorkerConfig {\n197\t    fn default_max_workers() -> u32 {\n198\t        4\n199\t    }\n200\t    fn default_launch_stagger_seconds() -> u64 {\n201\t        2\n202\t    }\n203\t    fn default_idle_timeout() -> u64 {\n204\t        60\n205\t    }\n206\t    fn default_max_claim_retries() -> u32 {\n207\t        3\n208\t    }\n209\t    fn default_claim_race_lost_skip() -> u32 {\n210\t        5\n211\t    }\n212\t    fn default_cpu_load_warn() -> f64 {\n213\t        0.8\n214\t    }\n215\t    fn default_memory_free_warn_mb() -> u64 {\n216\t        512\n217\t    }\n218\t    fn default_building_timeout() -> u64 {\n219\t        600\n220\t    }\n221\t}\n222\t\n223\t/// Workspace path configuration.\n224\t#[derive(Debug, Clone, Serialize, Deserialize)]\n225\tpub struct WorkspaceConfig {\n226\t    /// Default workspace directory (used when not specified on CLI).\n227\t    #[serde(default = \"WorkspaceConfig::default_workspace\")]\n228\t    pub default: PathBuf,\n229\t\n230\t    /// NEEDLE home directory (heartbeat files, log output).\n231\t    #[serde(default = \"WorkspaceConfig::default_home\")]\n232\t    pub home: PathBuf,\n233\t\n234\t    /// Labels describing this workspace's domain (e.g., `rust`, `api`, `trading`).\n235\t    ///\n236\t    /// Used for cross-workspace skill sharing: skills from other workspaces whose\n237\t    /// labels overlap with this workspace's labels are made available during prompt\n238\t    /// building. Configure per-workspace in `.needle.yaml` under `workspace.labels`.\n239\t    #[serde(default)]\n240\t    pub labels: Vec<String>,\n241\t}\n242\t\n243\timpl Default for WorkspaceConfig {\n244\t    fn default() -> Self {\n245\t        WorkspaceConfig {\n246\t            default: Self::default_workspace(),\n247\t            home: Self::default_home(),\n248\t            labels: Vec::new(),\n249\t        }\n250\t    }\n251\t}\n252\t\n253\timpl WorkspaceConfig {\n254\t    fn default_workspace() -> PathBuf {\n255\t        std::env::current_dir().unwrap_or_else(|_| PathBuf::from(\".\"))\n256\t    }\n257\t    fn default_home() -> PathBuf {\n258\t        dirs_or_home(\".needle\")\n259\t    }\n260\t}\n261\t\n262\t/// Workspace-level labels override (`.needle.yaml` `workspace:` section).\n263\t///\n264\t/// Only `labels` is overridable at the workspace level; the path fields\n265\t/// (`default`, `home`) are resolved globally and cannot be set per-workspace.\n266\t#[derive(Debug, Clone, Default, Deserialize)]\n267\tpub struct WorkspaceLabelsOverride {\n268\t    /// Domain labels for this workspace (e.g., `[rust, api, trading]`).\n269\t    #[serde(default)]\n270\t    pub labels: Vec<String>,\n271\t}\n272\t\n273\t/// Pluck strand configuration (primary bead selection).\n274\t#[derive(Debug, Clone, Default, Serialize, Deserialize)]\n275\tpub struct PluckConfig {\n276\t    /// Labels to exclude from selection.\n277\t    #[serde(default)]\n278\t    pub exclude_labels: Vec<String>,\n279\t\n280\t    /// Auto-split beads after this many consecutive failures (0 = disabled).\n281\t    ///\n282\t    /// When a bead accumulates this many consecutive failures, pluck dispatches\n283\t    /// a SPLIT instruction to the worker instead of the normal process-the-bead prompt.\n284\t    /// The worker decomposes the bead into smaller child beads and converts the\n285\t    /// parent into an umbrella (parent depends on last child, parent set non-ready).\n286\t    #[serde(default = \"PluckConfig::default_split_after_failures\")]\n287\t    pub split_after_failures: u32,\n288\t}\n289\t\n290\timpl PluckConfig {\n291\t    fn default_split_after_failures() -> u32 {\n292\t        3\n293\t    }\n294\t}\n295\t\n296\t/// Mend strand configuration (stuck/failed bead recovery).\n297\t#[derive(Debug, Clone, Serialize, Deserialize)]\n298\tpub struct MendConfig {\n299\t    /// Beads stuck in_progress longer than this (seconds) are candidates.\n300\t    #[serde(default = \"MendConfig::default_stuck_threshold_secs\")]\n301\t    pub stuck_threshold_secs: u64,\n302\t\n303\t    /// Lock files older than this (seconds) are considered orphaned.\n304\t    #[serde(default = \"MendConfig::default_lock_ttl_secs\")]\n305\t    pub lock_ttl_secs: u64,\n306\t\n307\t    /// Run `br doctor` after every N beads processed (0 = disabled).\n308\t    #[serde(default = \"MendConfig::default_db_check_interval\")]\n309\t    pub db_check_interval: u64,\n310\t\n311\t    /// Workers with 0 beads processed longer than this (seconds) are flagged.\n312\t    #[serde(default = \"MendConfig::default_idle_timeout\")]\n313\t    pub idle_timeout: u64,\n314\t}\n315\t\n316\timpl Default for MendConfig {\n317\t    fn default() -> Self {\n318\t        MendConfig {\n319\t            stuck_threshold_secs: Self::default_stuck_threshold_secs(),\n320\t            lock_ttl_secs: Self::default_lock_ttl_secs(),\n321\t            db_check_interval: Self::default_db_check_interval(),\n322\t            idle_timeout: Self::default_idle_timeout(),\n323\t        }\n324\t    }\n325\t}\n326\t\n327\timpl MendConfig {\n328\t    fn default_stuck_threshold_secs() -> u64 {\n329\t        300\n330\t    }\n331\t    fn default_lock_ttl_secs() -> u64 {\n332\t        600\n333\t    }\n334\t    fn default_db_check_interval() -> u64 {\n335\t        50\n336\t    }\n337\t    fn default_idle_timeout() -> u64 {\n338\t        120\n339\t    }\n340\t}\n341\t\n342\t/// Explore strand configuration (multi-workspace discovery).\n343\t#[derive(Debug, Clone, Serialize, Deserialize)]\n344\tpub struct ExploreConfig {\n345\t    /// Whether the Explore strand is enabled.\n346\t    #[serde(default = \"ExploreConfig::default_enabled\")]\n347\t    pub enabled: bool,\n348\t\n349\t    /// Explicit workspace paths to search for beads.\n350\t    /// When empty, workspaces are auto-discovered under `workspace_root`.\n351\t    #[serde(default)]\n352\t    pub workspaces: Vec<PathBuf>,\n353\t\n354\t    /// Root path for workspace auto-discovery (when `workspaces` is empty).\n355\t    /// All directories under this path containing a `.beads/` subdirectory\n356\t    /// are treated as workspaces.\n357\t    #[serde(default = \"ExploreConfig::default_workspace_root\")]\n358\t    pub workspace_root: PathBuf,\n359\t}\n360\t\n361\timpl Default for ExploreConfig {\n362\t    fn default() -> Self {\n363\t        ExploreConfig {\n364\t            enabled: Self::default_enabled(),\n365\t            workspaces: Vec::new(),\n366\t            workspace_root: Self::default_workspace_root(),\n367\t        }\n368\t    }\n369\t}\n370\t\n371\timpl ExploreConfig {\n372\t    fn default_enabled() -> bool {\n373\t        true\n374\t    }\n375\t\n376\t    fn default_workspace_root() -> PathBuf {\n377\t        dirs_or_home(\"\")\n378\t    }\n379\t}\n380\t\n381\t/// Knot strand configuration (exhaustion alerting).\n382\t#[derive(Debug, Clone, Serialize, Deserialize)]\n383\tpub struct KnotConfig {\n384\t    /// Alert destination (e.g., webhook URL).\n385\t    #[serde(default)]\n386\t    pub alert_destination: Option<String>,\n387\t\n388\t    /// Minimum minutes between alert beads for the same workspace.\n389\t    #[serde(default = \"KnotConfig::default_alert_cooldown_minutes\")]\n390\t    pub alert_cooldown_minutes: u64,\n391\t\n392\t    /// Number of consecutive exhaustion cycles before creating an alert bead.\n393\t    #[serde(default = \"KnotConfig::default_exhaustion_threshold\")]\n394\t    pub exhaustion_threshold: u64,\n395\t}\n396\t\n397\timpl Default for KnotConfig {\n398\t    fn default() -> Self {\n399\t        KnotConfig {\n400\t            alert_destination: None,\n401\t            alert_cooldown_minutes: Self::default_alert_cooldown_minutes(),\n402\t            exhaustion_threshold: Self::default_exhaustion_threshold(),\n403\t        }\n404\t    }\n405\t}\n406\t\n407\timpl KnotConfig {\n408\t    fn default_alert_cooldown_minutes() -> u64 {\n409\t        60\n410\t    }\n411\t    fn default_exhaustion_threshold() -> u64 {\n412\t        3\n413\t    }\n414\t}\n415\t\n416\t/// Mitosis configuration (bead splitting on failure).\n417\t#[derive(Debug, Clone, Serialize, Deserialize)]\n418\tpub struct MitosisConfig {\n419\t    /// Whether mitosis is enabled for this workspace.\n420\t    #[serde(default = \"MitosisConfig::default_enabled\")]\n421\t    pub enabled: bool,\n422\t\n423\t    /// Only evaluate on first failure, not retries.\n424\t    #[serde(default = \"MitosisConfig::default_first_failure_only\")]\n425\t    pub first_failure_only: bool,\n426\t\n427\t    /// Force mitosis after this many consecutive failures (0 = disabled).\n428\t    ///\n429\t    /// When set, mitosis triggers on the Nth failure regardless of\n430\t    /// `first_failure_only`. This prevents infinite loops where a bead\n431\t    /// fails repeatedly without ever splitting.\n432\t    #[serde(default)]\n433\t    pub force_failure_threshold: u32,\n434\t}\n435\t\n436\timpl Default for MitosisConfig {\n437\t    fn default() -> Self {\n438\t        MitosisConfig {\n439\t            enabled: Self::default_enabled(),\n440\t            first_failure_only: Self::default_first_failure_only(),\n441\t            force_failure_threshold: 0,\n442\t        }\n443\t    }\n444\t}\n445\t\n446\timpl MitosisConfig {\n447\t    fn default_enabled() -> bool {\n448\t        true\n449\t    }\n450\t    fn default_first_failure_only() -> bool {\n451\t        true\n452\t    }\n453\t}\n454\t\n455\t/// Unravel strand configuration (alternative proposals for human-blocked beads).\n456\t///\n457\t/// Unravel proposes automated alternatives for beads labeled \"human\".\n458\t/// Child beads are created as alternatives; the original is never modified.\n459\t#[derive(Debug, Clone, Serialize, Deserialize)]\n460\tpub struct UnravelConfig {\n461\t    /// Whether the Unravel strand is enabled (opt-in, default: false).\n462\t    #[serde(default)]\n463\t    pub enabled: bool,\n464\t\n465\t    /// Maximum human-labeled beads to analyze per run (default: 5).\n466\t    #[serde(default = \"UnravelConfig::default_max_beads_per_run\")]\n467\t    pub max_beads_per_run: u32,\n468\t\n469\t    /// Maximum alternative children per original bead (default: 3).\n470\t    #[serde(default = \"UnravelConfig::default_max_alternatives_per_bead\")]\n471\t    pub max_alternatives_per_bead: u32,\n472\t\n473\t    /// Minimum hours between re-analysis of the same bead (default: 168 = 7 days).\n474\t    #[serde(default = \"UnravelConfig::default_cooldown_hours\")]\n475\t    pub cooldown_hours: u64,\n476\t\n477\t    /// Custom prompt template for the alternative-proposal agent invocation.\n478\t    ///\n479\t    /// Template variables: `{id}`, `{title}`, `{body}`, `{labels}`.\n480\t    /// When `None`, the built-in template is used.\n481\t    #[serde(default)]\n482\t    pub prompt_template: Option<String>,\n483\t}\n484\t\n485\timpl Default for UnravelConfig {\n486\t    fn default() -> Self {\n487\t        UnravelConfig {\n488\t            enabled: false,\n489\t            max_beads_per_run: Self::default_max_beads_per_run(),\n490\t            max_alternatives_per_bead: Self::default_max_alternatives_per_bead(),\n491\t            cooldown_hours: Self::default_cooldown_hours(),\n492\t            prompt_template: None,\n493\t        }\n494\t    }\n495\t}\n496\t\n497\timpl UnravelConfig {\n498\t    fn default_max_beads_per_run() -> u32 {\n499\t        5\n500\t    }\n501\t    fn default_max_alternatives_per_bead() -> u32 {\n502\t        3\n503\t    }\n504\t    fn default_cooldown_hours() -> u64 {\n505\t        168\n506\t    }\n507\t}\n508\t\n509\t/// Weave strand configuration (gap analysis and bead creation).\n510\t///\n511\t/// Weave analyzes workspace documentation for gaps and creates beads to\n512\t/// address them. Heavily guardrailed to prevent infinite work creation loops.\n513\t#[derive(Debug, Clone, Serialize, Deserialize)]\n514\tpub struct WeaveConfig {\n515\t    /// Whether the Weave strand is enabled (opt-in, default: false).\n516\t    #[serde(default)]\n517\t    pub enabled: bool,\n518\t\n519\t    /// Maximum beads to create per weave run (default: 5).\n520\t    #[serde(default = \"WeaveConfig::default_max_beads_per_run\")]\n521\t    pub max_beads_per_run: u32,\n522\t\n523\t    /// Minimum hours between weave runs per workspace (default: 24).\n524\t    #[serde(default = \"WeaveConfig::default_cooldown_hours\")]\n525\t    pub cooldown_hours: u64,\n526\t\n527\t    /// Workspaces where weave is forbidden (default: []).\n528\t    #[serde(default)]\n529\t    pub exclude_workspaces: Vec<PathBuf>,\n530\t\n531\t    /// Glob patterns for documentation files to analyze.\n532\t    #[serde(default = \"WeaveConfig::default_doc_patterns\")]\n533\t    pub doc_patterns: Vec<String>,\n534\t\n535\t    /// Custom prompt template for the gap analysis agent invocation.\n536\t    ///\n537\t    /// Template variables: `{doc_files}`, `{existing_beads}`, `{workspace}`.\n538\t    /// When `None`, the built-in template is used.\n539\t    #[serde(default)]\n540\t    pub prompt_template: Option<String>,\n541\t}\n542\t\n543\timpl Default for WeaveConfig {\n544\t    fn default() -> Self {\n545\t        WeaveConfig {\n546\t            enabled: false,\n547\t            max_beads_per_run: Self::default_max_beads_per_run(),\n548\t            cooldown_hours: Self::default_cooldown_hours(),\n549\t            exclude_workspaces: Vec::new(),\n550\t            doc_patterns: Self::default_doc_patterns(),\n551\t            prompt_template: None,\n552\t        }\n553\t    }\n554\t}\n555\t\n556\timpl WeaveConfig {\n557\t    fn default_max_beads_per_run() -> u32 {\n558\t        5\n559\t    }\n560\t    fn default_cooldown_hours() -> u64 {\n561\t        24\n562\t    }\n563\t    fn default_doc_patterns() -> Vec<String> {\n564\t        vec![\n565\t            \"README*\".to_string(),\n566\t            \"AGENTS.md\".to_string(),\n567\t            \"docs/**/*\".to_string(),\n568\t        ]\n569\t    }\n570\t}\n571\t\n572\t/// Pulse strand configuration (codebase health scans).\n573\t///\n574\t/// Pulse runs configured scanners (linters, test coverage, etc.) and creates\n575\t/// beads for significant findings. Heavily guardrailed to prevent noise.\n576\t#[derive(Debug, Clone, Serialize, Deserialize)]\n577\tpub struct PulseConfig {\n578\t    /// Whether the Pulse strand is enabled (opt-in, default: false).\n579\t    #[serde(default)]\n580\t    pub enabled: bool,\n581\t\n582\t    /// Scanner commands to run (e.g., `cargo clippy`, `npm run lint`).\n583\t    ///\n584\t    /// Each command should output findings to stdout in a parseable format.\n585\t    #[serde(default)]\n586\t    pub scanners: Vec<ScannerConfig>,\n587\t\n588\t    /// Maximum beads to create per pulse run (default: 5).\n589\t    #[serde(default = \"PulseConfig::default_max_beads_per_run\")]\n590\t    pub max_beads_per_run: u32,\n591\t\n592\t    /// Minimum hours between pulse runs (default: 48).\n593\t    #[serde(default = \"PulseConfig::default_cooldown_hours\")]\n594\t    pub cooldown_hours: u64,\n595\t\n596\t    /// Minimum severity level to create a bead (1-5, 1=critical, default: 3).\n597\t    #[serde(default = \"PulseConfig::default_severity_threshold\")]\n598\t    pub severity_threshold: u8,\n599\t\n600\t    /// Custom prompt template for agent-assisted analysis.\n601\t    ///\n602\t    /// Template variables: `{scanner}`, `{output}`, `{workspace}`.\n603\t    #[serde(default)]\n604\t    pub prompt_template: Option<String>,\n605\t}\n606\t\n607\t/// Configuration for a single scanner.\n608\t#[derive(Debug, Clone, Serialize, Deserialize)]\n609\tpub struct ScannerConfig {\n610\t    /// Human-readable name for this scanner (e.g., \"clippy\").\n611\t    pub name: String,\n612\t\n613\t    /// Shell command to run the scanner.\n614\t    pub command: String,\n615\t\n616\t    /// Minimum severity for findings from this scanner (1-5).\n617\t    /// Overrides global severity_threshold if set.\n618\t    #[serde(default)]\n619\t    pub severity_threshold: Option<u8>,\n620\t}\n621\t\n622\timpl Default for PulseConfig {\n623\t    fn default() -> Self {\n624\t        PulseConfig {\n625\t            enabled: false,\n626\t            scanners: Vec::new(),\n627\t            max_beads_per_run: Self::default_max_beads_per_run(),\n628\t            cooldown_hours: Self::default_cooldown_hours(),\n629\t            severity_threshold: Self::default_severity_threshold(),\n630\t            prompt_template: None,\n631\t        }\n632\t    }\n633\t}\n634\t\n635\timpl PulseConfig {\n636\t    fn default_max_beads_per_run() -> u32 {\n637\t        5\n638\t    }\n639\t    fn default_cooldown_hours() -> u64 {\n640\t        48\n641\t    }\n642\t    fn default_severity_threshold() -> u8 {\n643\t        3\n644\t    }\n645\t}\n646\t\n647\t/// Reflect strand configuration (meta-analysis and learning consolidation).\n648\t///\n649\t/// Reflect runs after all other strands return NoWork. It reads bead close\n650\t/// bodies since the last consolidation, extracts retrospective patterns, merges\n651\t/// them into learnings.md, and promotes high-frequency patterns to skill files.\n652\t#[derive(Debug, Clone, Serialize, Deserialize)]\n653\tpub struct ReflectConfig {\n654\t    /// Whether the Reflect strand is enabled (default: true).\n655\t    #[serde(default = \"ReflectConfig::default_enabled\")]\n656\t    pub enabled: bool,\n657\t\n658\t    /// Minimum beads closed since last consolidation before running (default: 10).\n659\t    #[serde(default = \"ReflectConfig::default_min_beads_since_last\")]\n660\t    pub min_beads_since_last: usize,\n661\t\n662\t    /// Minimum hours between reflect runs (default: 24).\n663\t    #[serde(default = \"ReflectConfig::default_cooldown_hours\")]\n664\t    pub cooldown_hours: u64,\n665\t\n666\t    /// Maximum learnings to add per run (default: 10).\n667\t    #[serde(default = \"ReflectConfig::default_max_learnings_per_run\")]\n668\t    pub max_learnings_per_run: usize,\n669\t\n670\t    /// Maximum skill files to create or update per run (default: 3).\n671\t    #[serde(default = \"ReflectConfig::default_max_skills_per_run\")]\n672\t    pub max_skills_per_run: usize,\n673\t\n674\t    /// Days before unreinforced entries are pruned (default: 90).\n675\t    #[serde(default = \"ReflectConfig::default_learning_retention_days\")]\n676\t    pub learning_retention_days: u32,\n677\t\n678\t    /// Maximum total learning entries before forced pruning (default: 80).\n679\t    #[serde(default = \"ReflectConfig::default_max_learnings\")]\n680\t    pub max_learnings: usize,\n681\t\n682\t    /// Agent command for automatic retrospective extraction (e.g. `claude --print`).\n683\t    /// When set, beads closed without a `## Retrospective` block will be passed to\n684\t    /// this agent to infer one. When `None`, only explicit retrospective blocks are used.\n685\t    #[serde(default)]\n686\t    pub extraction_agent: Option<String>,\n687\t\n688\t    /// Custom prompt template for retrospective extraction.\n689\t    /// Template variables: `{title}`, `{close_body}`.\n690\t    /// When `None`, the built-in default prompt is used.\n691\t    #[serde(default)]\n692\t    pub extraction_prompt_template: Option<String>,\n693\t\n694\t    /// Maximum beads to pass to the extraction agent per Reflect run (default: 5).\n695\t    #[serde(default = \"ReflectConfig::default_max_extraction_per_run\")]\n696\t    pub max_extraction_per_run: usize,\n697\t\n698\t    /// How far back to read session transcripts in days (default: 7).\n699\t    #[serde(default = \"ReflectConfig::default_transcript_recency_days\")]\n700\t    pub transcript_recency_days: u32,\n701\t\n702\t    /// Cap on sessions to analyze per transcript run (default: 50).\n703\t    #[serde(default = \"ReflectConfig::default_transcript_max_sessions\")]\n704\t    pub transcript_max_sessions: usize,\n705\t\n706\t    /// Jaccard similarity threshold for drift session clustering (default: 0.6).\n707\t    #[serde(default = \"ReflectConfig::default_drift_similarity_threshold\")]\n708\t    pub drift_similarity_threshold: f64,\n709\t\n710\t    /// Enable drift detection (default: true).\n711\t    #[serde(default = \"ReflectConfig::default_drift_enabled\")]\n712\t    pub drift_enabled: bool,\n713\t\n714\t    /// Enable ADR decision extraction (default: true).\n715\t    #[serde(default = \"ReflectConfig::default_adr_enabled\")]\n716\t    pub adr_enabled: bool,\n717\t\n718\t    /// Enable writing learnings to CLAUDE.md (default: true).\n719\t    #[serde(default = \"ReflectConfig::default_claude_md_placement\")]\n720\t    pub claude_md_placement: bool,\n721\t}\n722\t\n723\timpl Default for ReflectConfig {\n724\t    fn default() -> Self {\n725\t        ReflectConfig {\n726\t            enabled: Self::default_enabled(),\n727\t            min_beads_since_last: Self::default_min_beads_since_last(),\n728\t            cooldown_hours: Self::default_cooldown_hours(),\n729\t            max_learnings_per_run: Self::default_max_learnings_per_run(),\n730\t            max_skills_per_run: Self::default_max_skills_per_run(),\n731\t            learning_retention_days: Self::default_learning_retention_days(),\n732\t            max_learnings: Self::default_max_learnings(),\n733\t            extraction_agent: None,\n734\t            extraction_prompt_template: None,\n735\t            max_extraction_per_run: Self::default_max_extraction_per_run(),\n736\t            transcript_recency_days: Self::default_transcript_recency_days(),\n737\t            transcript_max_sessions: Self::default_transcript_max_sessions(),\n738\t            drift_similarity_threshold: Self::default_drift_similarity_threshold(),\n739\t            drift_enabled: Self::default_drift_enabled(),\n740\t            adr_enabled: Self::default_adr_enabled(),\n741\t            claude_md_placement: Self::default_claude_md_placement(),\n742\t        }\n743\t    }\n744\t}\n745\t\n746\timpl ReflectConfig {\n747\t    fn default_enabled() -> bool {\n748\t        true\n749\t    }\n750\t    fn default_min_beads_since_last() -> usize {\n751\t        10\n752\t    }\n753\t    fn default_cooldown_hours() -> u64 {\n754\t        24\n755\t    }\n756\t    fn default_max_learnings_per_run() -> usize {\n757\t        10\n758\t    }\n759\t    fn default_max_skills_per_run() -> usize {\n760\t        3\n761\t    }\n762\t    fn default_learning_retention_days() -> u32 {\n763\t        90\n764\t    }\n765\t    fn default_max_learnings() -> usize {\n766\t        80\n767\t    }\n768\t    fn default_max_extraction_per_run() -> usize {\n769\t        5\n770\t    }\n771\t    fn default_transcript_recency_days() -> u32 {\n772\t        7\n773\t    }\n774\t    fn default_transcript_max_sessions() -> usize {\n775\t        50\n776\t    }\n777\t    fn default_drift_similarity_threshold() -> f64 {\n778\t        0.6\n779\t    }\n780\t    fn default_drift_enabled() -> bool {\n781\t        true\n782\t    }\n783\t    fn default_adr_enabled() -> bool {\n784\t        true\n785\t    }\n786\t    fn default_claude_md_placement() -> bool {\n787\t        true\n788\t    }\n789\t}\n790\t\n791\t/// Splice strand configuration (worker failure documentation).\n792\t///\n793\t/// Splice detects dead workers (stale heartbeat) and live-but-looping workers\n794\t/// (fresh heartbeat, stuck in a tight event loop). Both are documented as\n795\t/// failure beads in the configured report workspace.\n796\t#[derive(Debug, Clone, Serialize, Deserialize)]\n797\tpub struct SpliceConfig {\n798\t    /// Whether the Splice strand is enabled (default: true).\n799\t    #[serde(default = \"SpliceConfig::default_enabled\")]\n800\t    pub enabled: bool,\n801\t\n802\t    /// Seconds since last heartbeat before a worker is considered stale (default: 300).\n803\t    #[serde(default = \"SpliceConfig::default_stale_threshold_secs\")]\n804\t    pub stale_threshold_secs: u64,\n805\t\n806\t    /// Path to the workspace where worker failure beads are created.\n807\t    /// When `None`, uses the current bead store (no separate workspace).\n808\t    #[serde(default)]\n809\t    pub report_workspace: Option<PathBuf>,\n810\t\n811\t    /// Whether to scan live workers' JSONL for stuck-loop patterns (default: true).\n812\t    #[serde(default = \"SpliceConfig::default_detect_live_loops\")]\n813\t    pub detect_live_loops: bool,\n814\t\n815\t    /// Max events to scan from JSONL tail per worker (default: 200).\n816\t    #[serde(default = \"SpliceConfig::default_live_loop_scan_events\")]\n817\t    pub live_loop_scan_events: usize,\n818\t\n819\t    /// Min same-bead `bead.claim.race_lost` events to flag as claim churn (default: 20).\n820\t    #[serde(default = \"SpliceConfig::default_claim_churn_threshold\")]\n821\t    pub claim_churn_threshold: u32,\n822\t\n823\t    /// Max JSONL growth (bytes) in `live_loop_window_secs` without `agent.completed`\n824\t    /// before flagging as log runaway (default: 10 MiB).\n825\t    #[serde(default = \"SpliceConfig::default_log_runaway_bytes\")]\n826\t    pub log_runaway_bytes: u64,\n827\t\n828\t    /// Window for the log-rate runaway check in seconds (default: 300).\n829\t    #[serde(default = \"SpliceConfig::default_live_loop_window_secs\")]\n830\t    pub live_loop_window_secs: u64,\n831\t}\n832\t\n833\timpl Default for SpliceConfig {\n834\t    fn default() -> Self {\n835\t        SpliceConfig {\n836\t            enabled: Self::default_enabled(),\n837\t            stale_threshold_secs: Self::default_stale_threshold_secs(),\n838\t            report_workspace: None,\n839\t            detect_live_loops: Self::default_detect_live_loops(),\n840\t            live_loop_scan_events: Self::default_live_loop_scan_events(),\n841\t            claim_churn_threshold: Self::default_claim_churn_threshold(),\n842\t            log_runaway_bytes: Self::default_log_runaway_bytes(),\n843\t            live_loop_window_secs: Self::default_live_loop_window_secs(),\n844\t        }\n845\t    }\n846\t}\n847\t\n848\timpl SpliceConfig {\n849\t    fn default_enabled() -> bool {\n850\t        true\n851\t    }\n852\t    fn default_stale_threshold_secs() -> u64 {\n853\t        300\n854\t    }\n855\t    fn default_detect_live_loops() -> bool {\n856\t        true\n857\t    }\n858\t    fn default_live_loop_scan_events() -> usize {\n859\t        200\n860\t    }\n861\t    fn default_claim_churn_threshold() -> u32 {\n862\t        20\n863\t    }\n864\t    fn default_log_runaway_bytes() -> u64 {\n865\t        10 * 1024 * 1024 // 10 MiB\n866\t    }\n867\t    fn default_live_loop_window_secs() -> u64 {\n868\t        300\n869\t    }\n870\t}\n871\t\n872\t/// Strand waterfall configuration.\n873\t#[derive(Debug, Clone, Default, Serialize, Deserialize)]\n874\tpub struct StrandsConfig {\n875\t    #[serde(default)]\n876\t    pub pluck: PluckConfig,\n877\t    #[serde(default)]\n878\t    pub mend: MendConfig,\n879\t    #[serde(default)]\n880\t    pub explore: ExploreConfig,\n881\t    #[serde(default)]\n882\t    pub knot: KnotConfig,\n883\t    #[serde(default)]\n884\t    pub mitosis: MitosisConfig,\n885\t    #[serde(default)]\n886\t    pub weave: WeaveConfig,\n887\t    #[serde(default)]\n888\t    pub unravel: UnravelConfig,\n889\t    #[serde(default)]\n890\t    pub pulse: PulseConfig,\n891\t    #[serde(default)]\n892\t    pub reflect: ReflectConfig,\n893\t    #[serde(default)]\n894\t    pub splice: SpliceConfig,\n895\t    /// Learning and trace retention configuration.\n896\t    #[serde(default)]\n897\t    pub learning: LearningConfig,\n898\t}\n899\t\n900\t/// A workspace-specific custom sanitization pattern.\n901\t///\n902\t/// Configured under `learning.trace_sanitization.custom_patterns` in `.needle.yaml`.\n903\t#[derive(Debug, Clone, Serialize, Deserialize)]\n904\tpub struct CustomSanitizationPattern {\n905\t    /// Rule identifier (used in `[REDACTED:<id>]` output).\n906\t    pub id: String,\n907\t    /// Regex pattern. Capture group 1 is the secret; whole match used if absent.\n908\t    pub pattern: String,\n909\t    /// Optional minimum Shannon entropy threshold.\n910\t    #[serde(default)]\n911\t    pub entropy: Option<f64>,\n912\t}\n913\t\n914\t/// Trace sanitization configuration.\n915\t#[derive(Debug, Clone, Serialize, Deserialize)]\n916\tpub struct TraceSanitizationConfig {\n917\t    /// Enable trace sanitization (default: true).\n918\t    #[serde(default = \"TraceSanitizationConfig::default_enabled\")]\n919\t    pub enabled: bool,\n920\t\n921\t    /// Workspace-specific patterns applied alongside gitleaks rules.\n922\t    #[serde(default)]\n923\t    pub custom_patterns: Vec<CustomSanitizationPattern>,\n924\t}\n925\t\n926\timpl Default for TraceSanitizationConfig {\n927\t    fn default() -> Self {\n928\t        TraceSanitizationConfig {\n929\t            enabled: Self::default_enabled(),\n930\t            custom_patterns: Vec::new(),\n931\t        }\n932\t    }\n933\t}\n934\t\n935\timpl TraceSanitizationConfig {\n936\t    fn default_enabled() -> bool {\n937\t        true\n938\t    }\n939\t}\n940\t\n941\t/// Learning and trace retention configuration.\n942\t#[derive(Debug, Clone, Serialize, Deserialize)]\n943\tpub struct LearningConfig {\n944\t    /// Retention days for failed bead traces (default: 30).\n945\t    #[serde(default = \"LearningConfig::default_trace_retention_failed\")]\n946\t    pub trace_retention_failed_days: u32,\n947\t\n948\t    /// Retention days for successful bead traces (default: 7).\n949\t    #[serde(default = \"LearningConfig::default_trace_retention_success\")]\n950\t    pub trace_retention_success_days: u32,\n951\t\n952\t    /// Maximum number of active learning entries (default: 80).\n953\t    ///\n954\t    /// When exceeded, the consolidator prunes stale entries (>90 days)\n955\t    /// and consolidates redundant entries.\n956\t    #[serde(default = \"LearningConfig::default_max_learnings\")]\n957\t    pub max_learnings: usize,\n958\t\n959\t    /// Trace sanitization settings (gitleaks rules + custom patterns).\n960\t    #[serde(default)]\n961\t    pub trace_sanitization: TraceSanitizationConfig,\n962\t\n963\t    /// Path to the global learnings file (default: ~/.config/needle/global-learnings.md).\n964\t    ///\n965\t    /// This file stores cross-workspace learnings detected by the consolidator.\n966\t    /// It is loaded into all workspace prompts as supplementary context.\n967\t    #[serde(default = \"LearningConfig::default_global_learnings_file\")]\n968\t    pub global_learnings_file: PathBuf,\n969\t\n970\t    /// Maximum entries in the global learnings file (default: 40).\n971\t    ///\n972\t    /// Cross-cutting lessons should be distilled; this cap keeps the file focused.\n973\t    #[serde(default = \"LearningConfig::default_max_global_learnings\")]\n974\t    pub max_global_learnings: usize,\n975\t}\n976\t\n977\timpl Default for LearningConfig {\n978\t    fn default() -> Self {\n979\t        LearningConfig {\n980\t            trace_retention_failed_days: Self::default_trace_retention_failed(),\n981\t            trace_retention_success_days: Self::default_trace_retention_success(),\n982\t            max_learnings: Self::default_max_learnings(),\n983\t            trace_sanitization: TraceSanitizationConfig::default(),\n984\t            global_learnings_file: Self::default_global_learnings_file(),\n985\t            max_global_learnings: Self::default_max_global_learnings(),\n986\t        }\n987\t    }\n988\t}\n989\t\n990\timpl LearningConfig {\n991\t    fn default_trace_retention_failed() -> u32 {\n992\t        30\n993\t    }\n994\t\n995\t    fn default_trace_retention_success() -> u32 {\n996\t        7\n997\t    }\n998\t\n999\t    fn default_max_learnings() -> usize {\n1000\t        80\n1001\t    }\n1002\t\n1003\t    fn default_global_learnings_file() -> PathBuf {\n1004\t        dirs_or_home(\".config/needle/global-learnings.md\")\n1005\t    }\n1006\t\n1007\t    fn default_max_global_learnings() -> usize {\n1008\t        40\n1009\t    }\n1010\t}\n1011\t\n1012\t/// File sink configuration for telemetry.\n1013\t#[derive(Debug, Clone, Serialize, Deserialize)]\n1014\tpub struct FileSinkConfig {\n1015\t    /// Enable or disable the file sink.\n1016\t    #[serde(default = \"FileSinkConfig::default_enabled\")]\n1017\t    pub enabled: bool,\n1018\t\n1019\t    /// Directory for log files (defaults to `workspace.home/logs`).\n1020\t    #[serde(default)]\n1021\t    pub log_dir: Option<PathBuf>,\n1022\t\n1023\t    /// Number of days to retain log files (0 = no cleanup). Default: 30.\n1024\t    #[serde(default = \"FileSinkConfig::default_retention_days\")]\n1025\t    pub retention_days: u32,\n1026\t}\n1027\t\n1028\timpl Default for FileSinkConfig {\n1029\t    fn default() -> Self {\n1030\t        FileSinkConfig {\n1031\t            enabled: Self::default_enabled(),\n1032\t            log_dir: None,\n1033\t            retention_days: Self::default_retention_days(),\n1034\t        }\n1035\t    }\n1036\t}\n1037\t\n1038\timpl FileSinkConfig {\n1039\t    fn default_enabled() -> bool {\n1040\t        true\n1041\t    }\n1042\t\n1043\t    fn default_retention_days() -> u32 {\n1044\t        30\n1045\t    }\n1046\t}\n1047\t\n1048\t/// Stdout sink verbosity level.\n1049\t#[derive(Debug, Clone, Copy, Default, PartialEq, Eq, Serialize, Deserialize)]\n1050\t#[serde(rename_all = \"lowercase\")]\n1051\tpub enum StdoutFormat {\n1052\t    /// One-line summary: time, worker, event type only.\n1053\t    Minimal,\n1054\t    /// Default: time, worker, event type, bead ID, brief details.\n1055\t    #[default]\n1056\t    Normal,\n1057\t    /// Full details including data payload.\n1058\t    Verbose,\n1059\t}\n1060\t\n1061\t/// Stdout sink color mode.\n1062\t#[derive(Debug, Clone, Copy, Default, PartialEq, Eq, Serialize, Deserialize)]\n1063\t#[serde(rename_all = \"lowercase\")]\n1064\tpub enum ColorMode {\n1065\t    /// Auto-detect from terminal (isatty).\n1066\t    #[default]\n1067\t    Auto,\n1068\t    /// Always emit ANSI color codes.\n1069\t    Always,\n1070\t    /// Never emit color codes.\n1071\t    Never,\n1072\t}\n1073\t\n1074\t/// Stdout sink configuration for human-readable telemetry output.\n1075\t#[derive(Debug, Clone, Serialize, Deserialize)]\n1076\tpub struct StdoutSinkConfig {\n1077\t    /// Enable or disable the stdout sink.\n1078\t    #[serde(default)]\n1079\t    pub enabled: bool,\n1080\t\n1081\t    /// Verbosity: minimal, normal, verbose.\n1082\t    #[serde(default)]\n1083\t    pub format: StdoutFormat,\n1084\t\n1085\t    /// Color mode: auto, always, never.\n1086\t    #[serde(default)]\n1087\t    pub color: ColorMode,\n1088\t}\n1089\t\n1090\timpl Default for StdoutSinkConfig {\n1091\t    fn default() -> Self {\n1092\t        StdoutSinkConfig {\n1093\t            enabled: false,\n1094\t            format: StdoutFormat::Normal,\n1095\t            color: ColorMode::Auto,\n1096\t        }\n1097\t    }\n1098\t}\n1099\t\n1100\t/// A single hook definition: an event filter glob and a dispatch target.\n1101\t///\n1102\t/// Events whose `event_type` matches the glob are dispatched to the\n1103\t/// configured `command` and/or `url`. At least one must be set.\n1104\t/// Hooks are fire-and-forget — failures are logged but never block the worker.\n1105\t///\n1106\t/// # Example\n1107\t/// ```yaml\n1108\t/// telemetry:\n1109\t///   hooks:\n1110\t///     - event_filter: \"outcome.*\"\n1111\t///       command: \"/path/to/alert.sh\"\n1112\t///     - event_filter: \"worker.errored\"\n1113\t///       url: \"https://hooks.slack.com/services/...\"\n1114\t///     - event_filter: \"effort.recorded\"\n1115\t///       command: \"/path/to/cost-tracker.sh\"\n1116\t///       url: \"https://dashboard.example.com/ingest\"\n1117\t/// ```\n1118\t#[derive(Debug, Clone, Serialize, Deserialize)]\n1119\tpub struct HookConfig {\n1120\t    /// Glob pattern matched against `event_type` (e.g. `\"outcome.*\"`).\n1121\t    pub event_filter: String,\n1122\t\n1123\t    /// Shell command to execute. The event JSON is written to stdin.\n1124\t    /// Leave empty or omit when dispatching only to `url`.\n1125\t    #[serde(default)]\n1126\t    pub command: String,\n1127\t\n1128\t    /// HTTP(S) URL to POST the event JSON to (native webhook support).\n1129\t    /// `Content-Type: application/json` is set automatically.\n1130\t    /// Omit when dispatching only to `command`.\n1131\t    #[serde(default)]\n1132\t    pub url: Option<String>,\n1133\t}\n1134\t\n1135\t/// OTLP sink configuration for OpenTelemetry export.\n1136\t///\n1137\t/// When enabled, NEEDLE exports traces, metrics, and logs to any OTLP-compliant\n1138\t/// collector (e.g., Grafana Tempo, Jaeger, OpenTelemetry Collector).\n1139\t#[derive(Debug, Clone, Serialize, Deserialize)]\n1140\tpub struct OtlpSinkConfig {\n1141\t    /// Enable or disable the OTLP sink.\n1142\t    #[serde(default = \"OtlpSinkConfig::default_enabled\")]\n1143\t    pub enabled: bool,\n1144\t\n1145\t    /// OTLP endpoint URL (e.g., `http://localhost:4317` for gRPC).\n1146\t    #[serde(default = \"OtlpSinkConfig::default_endpoint\")]\n1147\t    pub endpoint: String,\n1148\t\n1149\t    /// Protocol: \"grpc\" or \"http\".\n1150\t    #[serde(default = \"OtlpSinkConfig::default_protocol\")]\n1151\t    pub protocol: String,\n1152\t\n1153\t    /// Request timeout in seconds (default: 10).\n1154\t    #[serde(default = \"OtlpSinkConfig::default_timeout_secs\")]\n1155\t    pub timeout_secs: u64,\n1156\t\n1157\t    /// Compression: \"gzip\", \"none\", or \"zstd\".\n1158\t    #[serde(default = \"OtlpSinkConfig::default_compression\")]\n1159\t    pub compression: String,\n1160\t\n1161\t    /// TLS configuration: \"none\", \"tls\", or \"mtls\".\n1162\t    #[serde(default = \"OtlpSinkConfig::default_tls\")]\n1163\t    pub tls: String,\n1164\t\n1165\t    /// HTTP headers to send with each request (format: \"key: value\").\n1166\t    #[serde(default)]\n1167\t    pub headers: Vec<String>,\n1168\t\n1169\t    /// Resource attributes attached to all exported signals (format: \"key=value\").\n1170\t    /// Reserved keys `service.name` and `service.instance.id` cannot be overridden.\n1171\t    #[serde(default)]\n1172\t    pub resource_attributes: Vec<String>,\n1173\t\n1174\t    /// Metrics export interval in seconds (default: 10).\n1175\t    #[serde(default = \"OtlpSinkConfig::default_metrics_interval_secs\")]\n1176\t    pub metrics_interval_secs: u64,\n1177\t\n1178\t    /// Service namespace for OpenTelemetry semantic conventions.\n1179\t    /// Defaults to \"needle-fleet\" if not specified.\n1180\t    #[serde(default = \"OtlpSinkConfig::default_service_namespace\")]\n1181\t    pub service_namespace: String,\n1182\t\n1183\t    /// Maximum queue size for batch processors (default: 2048).\n1184\t    /// When the queue fills, the OTel SDK drops the oldest items.\n1185\t    #[serde(default = \"OtlpSinkConfig::default_max_queue_size\")]\n1186\t    pub max_queue_size: usize,\n1187\t}\n1188\t\n1189\timpl Default for OtlpSinkConfig {\n1190\t    fn default() -> Self {\n1191\t        OtlpSinkConfig {\n1192\t            enabled: Self::default_enabled(),\n1193\t            endpoint: Self::default_endpoint(),\n1194\t            protocol: Self::default_protocol(),\n1195\t            timeout_secs: Self::default_timeout_secs(),\n1196\t            compression: Self::default_compression(),\n1197\t            tls: Self::default_tls(),\n1198\t            headers: Vec::new(),\n1199\t            resource_attributes: Vec::new(),\n1200\t            metrics_interval_secs: Self::default_metrics_interval_secs(),\n1201\t            service_namespace: Self::default_service_namespace(),\n1202\t            max_queue_size: Self::default_max_queue_size(),\n1203\t        }\n1204\t    }\n1205\t}\n1206\t\n1207\timpl OtlpSinkConfig {\n1208\t    fn default_enabled() -> bool {\n1209\t        false\n1210\t    }\n1211\t\n1212\t    fn default_endpoint() -> String {\n1213\t        \"http://localhost:4317\".to_string()\n1214\t    }\n1215\t\n1216\t    fn default_protocol() -> String {\n1217\t        \"grpc\".to_string()\n1218\t    }\n1219\t\n1220\t    fn default_timeout_secs() -> u64 {\n1221\t        10\n1222\t    }\n1223\t\n1224\t    fn default_compression() -> String {\n1225\t        \"gzip\".to_string()\n1226\t    }\n1227\t\n1228\t    fn default_tls() -> String {\n1229\t        \"none\".to_string()\n1230\t    }\n1231\t\n1232\t    fn default_metrics_interval_secs() -> u64 {\n1233\t        10\n1234\t    }\n1235\t\n1236\t    fn default_service_namespace() -> String {\n1237\t        \"needle-fleet\".to_string()\n1238\t    }\n1239\t\n1240\t    fn default_max_queue_size() -> usize {\n1241\t        2048\n1242\t    }\n1243\t}\n1244\t\n1245\t/// Telemetry configuration.\n1246\t#[derive(Debug, Clone, Default, Serialize, Deserialize)]\n1247\tpub struct TelemetryConfig {\n1248\t    #[serde(default)]\n1249\t    pub file_sink: FileSinkConfig,\n1250\t    #[serde(default)]\n1251\t    pub stdout_sink: StdoutSinkConfig,\n1252\t    /// Optional hook sinks — dispatch matching events to external commands.\n1253\t    #[serde(default)]\n1254\t    pub hooks: Vec<HookConfig>,\n1255\t    /// Optional OTLP sink for OpenTelemetry export.\n1256\t    #[serde(default)]\n1257\t    pub otlp_sink: OtlpSinkConfig,\n1258\t}\n1259\t\n1260\t/// Health monitoring configuration (heartbeat, peer detection).\n1261\t#[derive(Debug, Clone, Serialize, Deserialize)]\n1262\tpub struct HealthConfig {\n1263\t    /// How often to emit a heartbeat file (seconds).\n1264\t    ///\n1265\t    /// Workers write a heartbeat JSON file at this interval to signal liveness.\n1266\t    /// The heartbeat file contains worker state, current bead, and other metadata\n1267\t    /// used for peer detection and scaling decisions.\n1268\t    #[serde(default = \"HealthConfig::default_heartbeat_interval_secs\")]\n1269\t    pub heartbeat_interval_secs: u64,\n1270\t\n1271\t    /// Time after which a heartbeat is considered stale (seconds).\n1272\t    ///\n1273\t    /// Heartbeats older than this threshold are considered stale, triggering\n1274\t    /// worker failure detection. Should be at least 3x `heartbeat_interval_secs`\n1275\t    /// for reliable detection.\n1276\t    #[serde(default = \"HealthConfig::default_heartbeat_ttl_secs\")]\n1277\t    pub heartbeat_ttl_secs: u64,\n1278\t\n1279\t    /// Directory path for heartbeat files (relative to workspace.home).\n1280\t    ///\n1281\t    /// Each worker writes its heartbeat file to this directory. The path is\n1282\t    /// resolved as `workspace.home/heartbeat_dir`. When not set, defaults to\n1283\t    /// `state/heartbeats`.\n1284\t    ///\n1285\t    /// Example: setting to `heartbeats` resolves to `~/.needle/heartbeats`.\n1286\t    #[serde(default)]\n1287\t    pub heartbeat_dir: Option<PathBuf>,\n1288\t}\n1289\t\n1290\timpl Default for HealthConfig {\n1291\t    fn default() -> Self {\n1292\t        HealthConfig {\n1293\t            heartbeat_interval_secs: Self::default_heartbeat_interval_secs(),\n1294\t            heartbeat_ttl_secs: Self::default_heartbeat_ttl_secs(),\n1295\t            heartbeat_dir: Self::default_heartbeat_dir(),\n1296\t        }\n1297\t    }\n1298\t}\n1299\t\n1300\timpl HealthConfig {\n1301\t    fn default_heartbeat_interval_secs() -> u64 {\n1302\t        30\n1303\t    }\n1304\t    fn default_heartbeat_ttl_secs() -> u64 {\n1305\t        300\n1306\t    }\n1307\t    fn default_heartbeat_dir() -> Option<PathBuf> {\n1308\t        None\n1309\t    }\n1310\t}\n1311\t\n1312\t/// Per-provider concurrency and rate limits.\n1313\t#[derive(Debug, Clone, Default, Serialize, Deserialize)]\n1314\tpub struct ProviderLimits {\n1315\t    /// Maximum concurrent workers dispatching to this provider.\n1316\t    #[serde(default)]\n1317\t    pub max_concurrent: Option<u32>,\n1318\t    /// Maximum requests per minute (token bucket capacity).\n1319\t    #[serde(default)]\n1320\t    pub requests_per_minute: Option<u32>,\n1321\t}\n1322\t\n1323\t/// Per-model concurrency limits (overrides provider-level).\n1324\t#[derive(Debug, Clone, Default, Serialize, Deserialize)]\n1325\tpub struct ModelLimits {\n1326\t    /// Maximum concurrent workers dispatching to this model.\n1327\t    #[serde(default)]\n1328\t    pub max_concurrent: Option<u32>,\n1329\t}\n1330\t\n1331\t/// Provider/model concurrency and rate limiting configuration.\n1332\t#[derive(Debug, Clone, Default, Serialize, Deserialize)]\n1333\tpub struct LimitsConfig {\n1334\t    /// Per-provider limits keyed by provider name (e.g., `anthropic`, `openai`).\n1335\t    #[serde(default)]\n1336\t    pub providers: BTreeMap<String, ProviderLimits>,\n1337\t    /// Per-model limits keyed by model name (e.g., `claude-opus`).\n1338\t    #[serde(default)]\n1339\t    pub models: BTreeMap<String, ModelLimits>,\n1340\t}\n1341\t\n1342\t/// A/B test variant for a prompt template.\n1343\t///\n1344\t/// Configured under `prompt.variants.<template_name>` in `.needle.yaml`.\n1345\t/// Workers are assigned to variants deterministically by `hash(worker_id) % 100`.\n1346\t#[derive(Debug, Clone, Serialize, Deserialize)]\n1347\tpub struct VariantConfig {\n1348\t    /// Variant name (e.g., `\"control\"`, `\"v2\"`).\n1349\t    pub name: String,\n1350\t\n1351\t    /// Percentage of workers assigned to this variant (0–100).\n1352\t    pub weight: u8,\n1353\t\n1354\t    /// Path to the file containing the variant template content.\n1355\t    /// Resolved relative to the workspace root.\n1356\t    pub content_file: PathBuf,\n1357\t}\n1358\t\n1359\t/// Prompt construction configuration.\n1360\t///\n1361\t/// Loaded from the `prompt` section of workspace config (`.needle.yaml`).\n1362\t/// Templates can be overridden per-workspace or globally.\n1363\t#[derive(Debug, Clone, Default, Serialize, Deserialize)]\n1364\tpub struct PromptConfig {\n1365\t    /// Paths to context files read from the workspace and included in prompts.\n1366\t    #[serde(default)]\n1367\t    pub context_files: Vec<PathBuf>,\n1368\t\n1369\t    /// Free-form instructions appended to every prompt.\n1370\t    #[serde(default)]\n1371\t    pub instructions: Option<String>,\n1372\t\n1373\t    /// Named template overrides. Keys are template names (e.g., `\"pluck\"`,\n1374\t    /// `\"mitosis\"`, `\"weave\"`, `\"unravel\"`, `\"pulse\"`). Only the templates\n1375\t    /// specified here are overridden; others use built-in defaults.\n1376\t    #[serde(default)]\n1377\t    pub templates: std::collections::BTreeMap<String, String>,\n1378\t\n1379\t    /// A/B test variants per template name.\n1380\t    ///\n1381\t    /// Keys are template names; values are ordered lists of variants.\n1382\t    /// Workers are assigned to variants based on `hash(worker_id) % 100`\n1383\t    /// compared against cumulative variant weights.\n1384\t    ///\n1385\t    /// Example `.needle.yaml`:\n1386\t    /// ```yaml\n1387\t    /// prompt:\n1388\t    ///   variants:\n1389\t    ///     pluck:\n1390\t    ///       - name: v2\n1391\t    ///         weight: 50\n1392\t    ///         content_file: prompts/pluck-v2.txt\n1393\t    /// ```\n1394\t    #[serde(default)]\n1395\t    pub variants: std::collections::BTreeMap<String, Vec<VariantConfig>>,\n1396\t}\n1397\t\n1398\t/// Self-modification (hot-reload) configuration.\n1399\t///\n1400\t/// Controls the :testing → :stable promotion pipeline with canary tests.\n1401\t/// When enabled, new versions of needle are tested against a canary workspace\n1402\t/// before being promoted to stable.\n1403\t#[derive(Debug, Clone, Serialize, Deserialize)]\n1404\tpub struct SelfModificationConfig {\n1405\t    /// Whether self-modification is enabled (default: false).\n1406\t    #[serde(default)]\n1407\t    pub enabled: bool,\n1408\t\n1409\t    /// Path to the canary test workspace containing test beads.\n1410\t    /// Defaults to `~/.needle/canary/`.\n1411\t    #[serde(default = \"SelfModificationConfig::default_canary_workspace\")]\n1412\t    pub canary_workspace: PathBuf,\n1413\t\n1414\t    /// Automatically promote :testing to :stable when canary passes.\n1415\t    /// When false, requires manual `needle promote` command.\n1416\t    #[serde(default)]\n1417\t    pub auto_promote: bool,\n1418\t\n1419\t    /// Maximum time (seconds) to run canary tests before considering it a timeout.\n1420\t    #[serde(default = \"SelfModificationConfig::default_canary_timeout\")]\n1421\t    pub canary_timeout: u64,\n1422\t\n1423\t    /// Fleet hot-reloads from :stable between beads (default: true).\n1424\t    /// When enabled, workers check for a new :stable binary after each bead\n1425\t    /// cycle and re-exec if a different binary is detected.\n1426\t    #[serde(default = \"SelfModificationConfig::default_hot_reload\")]\n1427\t    pub hot_reload: bool,\n1428\t}\n1429\t\n1430\timpl Default for SelfModificationConfig {\n1431\t    fn default() -> Self {\n1432\t        SelfModificationConfig {\n1433\t            enabled: false,\n1434\t            canary_workspace: Self::default_canary_workspace(),\n1435\t            auto_promote: false,\n1436\t            canary_timeout: Self::default_canary_timeout(),\n1437\t            hot_reload: Self::default_hot_reload(),\n1438\t        }\n1439\t    }\n1440\t}\n1441\t\n1442\timpl SelfModificationConfig {\n1443\t    fn default_canary_workspace() -> PathBuf {\n1444\t        dirs_or_home(\".needle/canary\")\n1445\t    }\n1446\t\n1447\t    fn default_canary_timeout() -> u64 {\n1448\t        300 // 5 minutes\n1449\t    }\n1450\t\n1451\t    fn default_hot_reload() -> bool {\n1452\t        true\n1453\t    }\n1454\t}\n1455\t\n1456\t/// FABRIC telemetry forwarding configuration.\n1457\t///\n1458\t/// When enabled, NEEDLE workers POST structured events to the FABRIC\n1459\t/// web server (`fabric web`) for live dashboard display.\n1460\t#[derive(Debug, Clone, Serialize, Deserialize)]\n1461\tpub struct FabricConfig {\n1462\t    /// Whether to forward events to FABRIC (default: false).\n1463\t    #[serde(default)]\n1464\t    pub enabled: bool,\n1465\t\n1466\t    /// HTTP endpoint to POST events to (e.g., `http://localhost:3000/api/events`).\n1467\t    #[serde(default)]\n1468\t    pub endpoint: String,\n1469\t\n1470\t    /// Request timeout in seconds (default: 2).\n1471\t    #[serde(default = \"FabricConfig::default_timeout\")]\n1472\t    pub timeout: u64,\n1473\t\n1474\t    /// Batch events before sending instead of sending one at a time (default: false).\n1475\t    #[serde(default)]\n1476\t    pub batching: bool,\n1477\t}\n1478\t\n1479\timpl Default for FabricConfig {\n1480\t    fn default() -> Self {\n1481\t        FabricConfig {\n1482\t            enabled: false,\n1483\t            endpoint: String::new(),\n1484\t            timeout: Self::default_timeout(),\n1485\t            batching: false,\n1486\t        }\n1487\t    }\n1488\t}\n1489\t\n1490\timpl FabricConfig {\n1491\t    fn default_timeout() -> u64 {\n1492\t        2\n1493\t    }\n1494\t}\n1495\t\n1496\t// ──────────────────────────────────────────────────────────────────────────────\n1497\t// Config Source Tracking\n1498\t// ──────────────────────────────────────────────────────────────────────────────\n1499\t\n1500\t/// Where a configuration value originated.\n1501\t#[derive(Debug, Clone, PartialEq, Eq)]\n1502\tpub enum ConfigSource {\n1503\t    /// Built-in default value.\n1504\t    Default,\n1505\t    /// Global config file (`~/.config/needle/config.yaml`).\n1506\t    GlobalFile(PathBuf),\n1507\t    /// Workspace config file (`.needle.yaml`).\n1508\t    WorkspaceFile(PathBuf),\n1509\t    /// Environment variable override.\n1510\t    EnvVar(String),\n1511\t    /// CLI argument override.\n1512\t    CliOverride,\n1513\t}\n1514\t\n1515\timpl std::fmt::Display for ConfigSource {\n1516\t    fn fmt(&self, f: &mut std::fmt::Formatter<'_>) -> std::fmt::Result {\n1517\t        match self {\n1518\t            ConfigSource::Default => write!(f, \"built-in default\"),\n1519\t            ConfigSource::GlobalFile(p) => write!(f, \"{}\", p.display()),\n1520\t            ConfigSource::WorkspaceFile(p) => write!(f, \"{}\", p.display()),\n1521\t            ConfigSource::EnvVar(name) => write!(f, \"{} env var\", name),\n1522\t            ConfigSource::CliOverride => write!(f, \"CLI argument\"),\n1523\t        }\n1524\t    }\n1525\t}\n1526\t\n1527\t/// Map of config field paths to their source.\n1528\t///\n1529\t/// Used by `needle config --dump --show-source` to annotate each value.\n1530\tpub type SourceMap = BTreeMap<String, ConfigSource>;\n1531\t\n1532\t// ──────────────────────────────────────────────────────────────────────────────\n1533\t// Workspace Overrides\n1534\t// ──────────────────────────────────────────────────────────────────────────────\n1535\t\n1536\t/// Subset of configuration that can be overridden per-workspace via `.needle.yaml`.\n1537\t///\n1538\t/// Only these sections are allowed at the workspace level:\n1539\t/// - `agent.default`, `agent.timeout`\n1540\t/// - `strands` (weave, pulse, unravel)\n1541\t/// - `prompt.*`\n1542\t/// - `verification` (legacy) or `gates` (new pluggable system)\n1543\t///\n1544\t/// Non-overridable sections (worker, limits, health, telemetry) are detected\n1545\t/// and produce warnings.\n1546\t#[derive(Debug, Clone, Default, Deserialize)]\n1547\tpub struct WorkspaceOverrides {\n1548\t    #[serde(default)]\n1549\t    pub agent: Option<WorkspaceAgentOverrides>,\n1550\t    #[serde(default)]\n1551\t    pub strands: Option<WorkspaceStrandsOverrides>,\n1552\t    #[serde(default)]\n1553\t    pub prompt: Option<PromptConfig>,\n1554\t    /// Verification commands run after agent success, before accepting closure.\n1555\t    /// Legacy format — prefer `gates` for new configurations.\n1556\t    #[serde(default)]\n1557\t    pub verification: Option<Vec<String>>,\n1558\t    /// Pluggable validation gates.\n1559\t    #[serde(default)]\n1560\t    pub gates: Option<Vec<GateConfig>>,\n1561\t    /// Workspace identity labels (overridable per-workspace).\n1562\t    ///\n1563\t    /// Set in `.needle.yaml` under `workspace.labels`. Used for cross-workspace\n1564\t    /// skill sharing: skills from Explore workspaces whose labels overlap with\n1565\t    /// these labels are injected into prompts alongside local skills.\n1566\t    #[serde(default)]\n1567\t    pub workspace: Option<WorkspaceLabelsOverride>,\n1568\t}\n1569\t\n1570\t/// Agent fields overridable at the workspace level.\n1571\t#[derive(Debug, Clone, Deserialize)]\n1572\tpub struct WorkspaceAgentOverrides {\n1573\t    pub default: Option<String>,\n1574\t    pub timeout: Option<u64>,\n1575\t    pub routing: Option<RoutingConfig>,\n1576\t}\n1577\t\n1578\t/// Strand fields overridable at the workspace level.\n1579\t#[derive(Debug, Clone, Default, Deserialize)]\n1580\tpub struct WorkspaceStrandsOverrides {\n1581\t    #[serde(default)]\n1582\t    pub weave: Option<serde_yaml::Value>,\n1583\t    #[serde(default)]\n1584\t    pub pulse: Option<serde_yaml::Value>,\n1585\t    #[serde(default)]\n1586\t    pub unravel: Option<serde_yaml::Value>,\n1587\t}\n1588\t\n1589\t/// Non-overridable top-level keys in workspace config.\n1590\t///\n1591\t/// Note: `workspace` is intentionally absent — `workspace.labels` IS overridable\n1592\t/// per-workspace. The path fields (`default`, `home`) are simply ignored if set.\n1593\tconst NON_OVERRIDABLE_KEYS: &[&str] = &[\"worker\", \"limits\", \"health\", \"telemetry\"];\n1594\t\n1595\t// ──────────────────────────────────────────────────────────────────────────────\n1596\t// Top-level Config\n1597\t// ──────────────────────────────────────────────────────────────────────────────\n1598\t\n1599\t/// Fully resolved NEEDLE configuration.\n1600\t///\n1601\t/// Loaded once at boot, immutable during a session.\n1602\t#[derive(Debug, Clone, Default, Serialize, Deserialize)]\n1603\tpub struct Config {\n1604\t    #[serde(default)]\n1605\t    pub agent: AgentConfig,\n1606\t    #[serde(default)]\n1607\t    pub worker: WorkerConfig,\n1608\t    #[serde(default)]\n1609\t    pub workspace: WorkspaceConfig,\n1610\t    #[serde(default)]\n1611\t    pub strands: StrandsConfig,\n1612\t    #[serde(default)]\n1613\t    pub telemetry: TelemetryConfig,\n1614\t    #[serde(default)]\n1615\t    pub prompt: PromptConfig,\n1616\t    #[serde(default)]\n1617\t    pub health: HealthConfig,\n1618\t    /// Provider/model concurrency and rate limits.\n1619\t    #[serde(default)]\n1620\t    pub limits: LimitsConfig,\n1621\t    /// Per-model token pricing (USD per million tokens).\n1622\t    #[serde(default = \"crate::cost::default_pricing\")]\n1623\t    pub pricing: PricingConfig,\n1624\t    /// Daily budget thresholds for cost enforcement.\n1625\t    #[serde(default)]\n1626\t    pub budget: BudgetConfig,\n1627\t    /// Verification commands run after agent success, before accepting closure.\n1628\t    /// Legacy format — prefer `gates` for new configurations.\n1629\t    #[serde(default)]\n1630\t    pub verification: Vec<String>,\n1631\t    /// Pluggable validation gates.\n1632\t    #[serde(default)]\n1633\t    pub gates: Vec<GateConfig>,\n1634\t    /// Self-modification (hot-reload) configuration.\n1635\t    #[serde(default)]\n1636\t    pub self_modification: SelfModificationConfig,\n1637\t    /// FABRIC live dashboard forwarding.\n1638\t    #[serde(default)]\n1639\t    pub fabric: FabricConfig,\n1640\t}\n1641\t\n1642\t// ──────────────────────────────────────────────────────────────────────────────\n1643\t// Config validation\n1644\t// ──────────────────────────────────────────────────────────────────────────────\n1645\t\n1646\t/// A single config validation error.\n1647\t#[derive(Debug, Clone, PartialEq, Eq)]\n1648\tpub struct ConfigError {\n1649\t    /// Dot-separated field path (e.g., `agent.default`).\n1650\t    pub field: String,\n1651\t    /// Human-readable explanation.\n1652\t    pub message: String,\n1653\t}\n1654\t\n1655\timpl std::fmt::Display for ConfigError {\n1656\t    fn fmt(&self, f: &mut std::fmt::Formatter<'_>) -> std::fmt::Result {\n1657\t        write!(f, \"{}: {}\", self.field, self.message)\n1658\t    }\n1659\t}\n1660\t\n1661\t// ──────────────────────────────────────────────────────────────────────────────\n1662\t// CLI overrides\n1663\t// ──────────────────────────────────────────────────────────────────────────────\n1664\t\n1665\t/// CLI-level overrides applied after all file-based config loading.\n1666\t#[derive(Debug, Default)]\n1667\tpub struct CliOverrides {\n1668\t    pub workspace: Option<PathBuf>,\n1669\t    pub worker_name: Option<String>,\n1670\t    pub agent_binary: Option<String>,\n1671\t    pub max_workers: Option<u32>,\n1672\t}\n1673\t\n1674\t// ──────────────────────────────────────────────────────────────────────────────\n1675\t// ConfigLoader\n1676\t// ──────────────────────────────────────────────────────────────────────────────\n1677\t\n1678\t/// Loads and validates NEEDLE configuration.\n1679\tpub struct ConfigLoader;\n1680\t\n1681\timpl ConfigLoader {\n1682\t    /// Load global config from `~/.config/needle/config.yaml`.\n1683\t    ///\n1684\t    /// If the file does not exist, returns the default config (not an error).\n1685\t    pub fn load_global() -> Result<Config> {\n1686\t        let path = dirs_or_home(\".config/needle/config.yaml\");\n1687\t        Self::load_from_path(&path)\n1688\t    }\n1689\t\n1690\t    /// Load config from a specific path.\n1691\t    ///\n1692\t    /// If the file does not exist, returns the default config.\n1693\t    pub fn load_from_path(path: &Path) -> Result<Config> {\n1694\t        if !path.exists() {\n1695\t            return Ok(Config::default());\n1696\t        }\n1697\t        let text = std::fs::read_to_string(path)\n1698\t            .with_context(|| format!(\"failed to read config file: {}\", path.display()))?;\n1699\t        let config: Config = serde_yaml::from_str(&text)\n1700\t            .with_context(|| format!(\"invalid YAML in config file: {}\", path.display()))?;\n1701\t        Ok(config)\n1702\t    }\n1703\t\n1704\t    /// Load workspace overrides from `.needle.yaml` in the given workspace root.\n1705\t    ///\n1706\t    /// Returns `None` if the file does not exist. Emits warnings for\n1707\t    /// non-overridable keys found in the workspace config.\n1708\t    pub fn load_workspace(workspace_root: &Path) -> Result<Option<WorkspaceOverrides>> {\n1709\t        let path = workspace_root.join(\".needle.yaml\");\n1710\t        if !path.exists() {\n1711\t            return Ok(None);\n1712\t        }\n1713\t        let text = std::fs::read_to_string(&path)\n1714\t            .with_context(|| format!(\"failed to read workspace config: {}\", path.display()))?;\n1715\t\n1716\t        // Check for non-overridable keys and warn.\n1717\t        Self::warn_non_overridable_keys(&text, &path)?;\n1718\t\n1719\t        let overrides: WorkspaceOverrides = serde_yaml::from_str(&text)\n1720\t            .with_context(|| format!(\"invalid YAML in workspace config: {}\", path.display()))?;\n1721\t        Ok(Some(overrides))\n1722\t    }\n1723\t\n1724\t    /// Warn about non-overridable top-level keys in workspace config YAML.\n1725\t    fn warn_non_overridable_keys(yaml_text: &str, path: &Path) -> Result<()> {\n1726\t        let value: serde_yaml::Value = serde_yaml::from_str(yaml_text)\n1727\t            .with_context(|| format!(\"invalid YAML in workspace config: {}\", path.display()))?;\n1728\t\n1729\t        if let serde_yaml::Value::Mapping(map) = value {\n1730\t            for key in map.keys() {\n1731\t                if let serde_yaml::Value::String(key_str) = key {\n1732\t                    if NON_OVERRIDABLE_KEYS.contains(&key_str.as_str()) {\n1733\t                        tracing::warn!(\n1734\t                            key = %key_str,\n1735\t                            path = %path.display(),\n1736\t                            \"workspace config contains non-overridable setting '{}' — ignored\",\n1737\t                            key_str,\n1738\t                        );\n1739\t                    }\n1740\t                }\n1741\t            }\n1742\t        }\n1743\t        Ok(())\n1744\t    }\n1745\t\n1746\t    /// Apply workspace overrides to a config.\n1747\t    ///\n1748\t    /// Only overridable fields are applied. Records sources in the source map.\n1749\t    pub fn apply_workspace(\n1750\t        config: &mut Config,\n1751\t        overrides: &WorkspaceOverrides,\n1752\t        ws_path: &Path,\n1753\t        sources: &mut SourceMap,\n1754\t    ) {\n1755\t        let source = ConfigSource::WorkspaceFile(ws_path.join(\".needle.yaml\"));\n1756\t\n1757\t        if let Some(ref agent) = overrides.agent {\n1758\t            if let Some(ref default) = agent.default {\n1759\t                config.agent.default = default.clone();\n1760\t                sources.insert(\"agent.default\".to_string(), source.clone());\n1761\t            }\n1762\t            if let Some(timeout) = agent.timeout {\n1763\t                config.agent.timeout = timeout;\n1764\t                sources.insert(\"agent.timeout\".to_string(), source.clone());\n1765\t            }\n1766\t            if let Some(ref routing) = agent.routing {\n1767\t                config.agent.routing = Some(routing.clone());\n1768\t                sources.insert(\"agent.routing\".to_string(), source.clone());\n1769\t            }\n1770\t        }\n1771\t\n1772\t        if let Some(ref strands) = overrides.strands {\n1773\t            if let Some(ref weave_val) = strands.weave {\n1774\t                if let Ok(weave_cfg) = serde_yaml::from_value::<WeaveConfig>(weave_val.clone()) {\n1775\t                    config.strands.weave = weave_cfg;\n1776\t                }\n1777\t                sources.insert(\"strands.weave\".to_string(), source.clone());\n1778\t            }\n1779\t            if let Some(ref pulse_val) = strands.pulse {\n1780\t                if let Ok(pulse_cfg) = serde_yaml::from_value::<PulseConfig>(pulse_val.clone()) {\n1781\t                    config.strands.pulse = pulse_cfg;\n1782\t                }\n1783\t                sources.insert(\"strands.pulse\".to_string(), source.clone());\n1784\t            }\n1785\t            if let Some(ref unravel_val) = strands.unravel {\n1786\t                if let Ok(unravel_cfg) =\n1787\t                    serde_yaml::from_value::<UnravelConfig>(unravel_val.clone())\n1788\t                {\n1789\t                    config.strands.unravel = unravel_cfg;\n1790\t                }\n1791\t                sources.insert(\"strands.unravel\".to_string(), source.clone());\n1792\t            }\n1793\t        }\n1794\t\n1795\t        if let Some(ref prompt) = overrides.prompt {\n1796\t            config.prompt = prompt.clone();\n1797\t            sources.insert(\"prompt.context_files\".to_string(), source.clone());\n1798\t            sources.insert(\"prompt.instructions\".to_string(), source.clone());\n1799\t        }\n1800\t\n1801\t        if let Some(ref verification) = overrides.verification {\n1802\t            config.verification = verification.clone();\n1803\t            sources.insert(\"verification\".to_string(), source.clone());\n1804\t        }\n1805\t\n1806\t        if let Some(ref gates) = overrides.gates {\n1807\t            config.gates = gates.clone();\n1808\t            sources.insert(\"gates\".to_string(), source.clone());\n1809\t        }\n1810\t\n1811\t        if let Some(ref ws) = overrides.workspace {\n1812\t            if !ws.labels.is_empty() {\n1813\t                config.workspace.labels = ws.labels.clone();\n1814\t                sources.insert(\"workspace.labels\".to_string(), source);\n1815\t            }\n1816\t        }\n1817\t    }\n1818\t\n1819\t    /// Apply environment variable overrides (`NEEDLE_*` prefix, `__` separator).\n1820\t    ///\n1821\t    /// Example: `NEEDLE_AGENT__DEFAULT=opus` sets `agent.default` to `\"opus\"`.\n1822\t    pub fn apply_env_overrides(config: &mut Config, sources: &mut SourceMap) {\n1823\t        for (key, value) in std::env::vars() {\n1824\t            if let Some(suffix) = key.strip_prefix(\"NEEDLE_\") {\n1825\t                let config_path = suffix.to_lowercase().replace(\"__\", \".\");\n1826\t                let source = ConfigSource::EnvVar(key.clone());\n1827\t\n1828\t                match config_path.as_str() {\n1829\t                    \"agent.default\" => {\n1830\t                        config.agent.default = value;\n1831\t                        sources.insert(config_path, source);\n1832\t                    }\n1833\t                    \"agent.timeout\" => {\n1834\t                        if let Ok(v) = value.parse::<u64>() {\n1835\t                            config.agent.timeout = v;\n1836\t                            sources.insert(config_path, source);\n1837\t                        } else {\n1838\t                            tracing::warn!(\n1839\t                                env_var = %key,\n1840\t                                value = %value,\n1841\t                                \"invalid value for agent.timeout — expected integer\"\n1842\t                            );\n1843\t                        }\n1844\t                    }\n1845\t                    \"agent.routing.default_adapter\" => {\n1846\t                        config\n1847\t                            .agent\n1848\t                            .routing\n1849\t                            .get_or_insert_with(RoutingConfig::default)\n1850\t                            .default_adapter = Some(value);\n1851\t                        sources.insert(config_path, source);\n1852\t                    }\n1853\t                    \"worker.max_workers\" => {\n1854\t                        if let Ok(v) = value.parse::<u32>() {\n1855\t                            config.worker.max_workers = v;\n1856\t                            sources.insert(config_path, source);\n1857\t                        } else {\n1858\t                            tracing::warn!(\n1859\t                                env_var = %key,\n1860\t                                value = %value,\n1861\t                                \"invalid value for worker.max_workers — expected integer\"\n1862\t                            );\n1863\t                        }\n1864\t                    }\n1865\t                    \"worker.idle_timeout\" => {\n1866\t                        if let Ok(v) = value.parse::<u64>() {\n1867\t                            config.worker.idle_timeout = v;\n1868\t                            sources.insert(config_path, source);\n1869\t                        } else {\n1870\t                            tracing::warn!(\n1871\t                                env_var = %key,\n1872\t                                value = %value,\n1873\t                                \"invalid value for worker.idle_timeout — expected integer\"\n1874\t                            );\n1875\t                        }\n1876\t                    }\n1877\t                    \"worker.launch_stagger_seconds\" => {\n1878\t                        if let Ok(v) = value.parse::<u64>() {\n1879\t                            config.worker.launch_stagger_seconds = v;\n1880\t                            sources.insert(config_path, source);\n1881\t                        } else {\n1882\t                            tracing::warn!(\n1883\t                                env_var = %key,\n1884\t                                value = %value,\n1885\t                                \"invalid value for worker.launch_stagger_seconds — expected integer\"\n1886\t                            );\n1887\t                        }\n1888\t                    }\n1889\t                    \"health.heartbeat_interval_secs\" => {\n1890\t                        if let Ok(v) = value.parse::<u64>() {\n1891\t                            config.health.heartbeat_interval_secs = v;\n1892\t                            sources.insert(config_path, source);\n1893\t                        } else {\n1894\t                            tracing::warn!(\n1895\t                                env_var = %key,\n1896\t                                value = %value,\n1897\t                                \"invalid value for health.heartbeat_interval_secs — expected integer\"\n1898\t                            );\n1899\t                        }\n1900\t                    }\n1901\t                    \"health.heartbeat_ttl_secs\" => {\n1902\t                        if let Ok(v) = value.parse::<u64>() {\n1903\t                            config.health.heartbeat_ttl_secs = v;\n1904\t                            sources.insert(config_path, source);\n1905\t                        } else {\n1906\t                            tracing::warn!(\n1907\t                                env_var = %key,\n1908\t                                value = %value,\n1909\t                                \"invalid value for health.heartbeat_ttl_secs — expected integer\"\n1910\t                            );\n1911\t                        }\n1912\t                    }\n1913\t                    \"self_modification.enabled\" => {\n1914\t                        if let Ok(v) = value.parse::<bool>() {\n1915\t                            config.self_modification.enabled = v;\n1916\t                            sources.insert(config_path, source);\n1917\t                        } else {\n1918\t                            tracing::warn!(\n1919\t                                env_var = %key,\n1920\t                                value = %value,\n1921\t                                \"invalid value for self_modification.enabled — expected true/false\"\n1922\t                            );\n1923\t                        }\n1924\t                    }\n1925\t                    \"self_modification.auto_promote\" => {\n1926\t                        if let Ok(v) = value.parse::<bool>() {\n1927\t                            config.self_modification.auto_promote = v;\n1928\t                            sources.insert(config_path, source);\n1929\t                        } else {\n1930\t                            tracing::warn!(\n1931\t                                env_var = %key,\n1932\t                                value = %value,\n1933\t                                \"invalid value for self_modification.auto_promote — expected true/false\"\n1934\t                            );\n1935\t                        }\n1936\t                    }\n1937\t                    \"self_modification.canary_timeout\" => {\n1938\t                        if let Ok(v) = value.parse::<u64>() {\n1939\t                            config.self_modification.canary_timeout = v;\n1940\t                            sources.insert(config_path, source);\n1941\t                        } else {\n1942\t                            tracing::warn!(\n1943\t                                env_var = %key,\n1944\t                                value = %value,\n1945\t                                \"invalid value for self_modification.canary_timeout — expected integer\"\n1946\t                            );\n1947\t                        }\n1948\t                    }\n1949\t                    _ => {\n1950\t                        tracing::debug!(\n1951\t                            env_var = %key,\n1952\t                            config_path = %config_path,\n1953\t                            \"unrecognized NEEDLE_ environment variable — ignored\"\n1954\t                        );\n1955\t                    }\n1956\t                }\n1957\t            }\n1958\t        }\n1959\t    }\n1960\t\n1961\t    /// Apply CLI overrides (highest precedence) to a loaded config.\n1962\t    pub fn apply_overrides(config: &mut Config, overrides: CliOverrides) {\n1963\t        Self::apply_cli_overrides(config, overrides, &mut SourceMap::new());\n1964\t    }\n1965\t\n1966\t    /// Apply CLI overrides with source tracking.\n1967\t    pub fn apply_cli_overrides(\n1968\t        config: &mut Config,\n1969\t        overrides: CliOverrides,\n1970\t        sources: &mut SourceMap,\n1971\t    ) {\n1972\t        if let Some(ws) = overrides.workspace {\n1973\t            config.workspace.default = ws;\n1974\t            sources.insert(\"workspace.default\".to_string(), ConfigSource::CliOverride);\n1975\t        }\n1976\t        if let Some(agent) = overrides.agent_binary {\n1977\t            config.agent.default = agent;\n1978\t            sources.insert(\"agent.default\".to_string(), ConfigSource::CliOverride);\n1979\t        }\n1980\t        if let Some(n) = overrides.max_workers {\n1981\t            config.worker.max_workers = n;\n1982\t            sources.insert(\"worker.max_workers\".to_string(), ConfigSource::CliOverride);\n1983\t        }\n1984\t        // worker_name is handled at the Worker level, not stored in Config\n1985\t    }\n1986\t\n1987\t    /// Load the fully resolved configuration using the complete hierarchy:\n1988\t    ///\n1989\t    /// defaults → global file → workspace `.needle.yaml` → env vars → CLI args\n1990\t    ///\n1991\t    /// Returns the resolved config and a source map showing where each value\n1992\t    /// came from. The source map only contains entries for values that were\n1993\t    /// overridden from their defaults.\n1994\t    pub fn load_resolved(workspace_root: &Path, cli: CliOverrides) -> Result<(Config, SourceMap)> {\n1995\t        let mut sources = SourceMap::new();\n1996\t\n1997\t        // Layer 1 + 2: defaults + global config.\n1998\t        let global_path = dirs_or_home(\".config/needle/config.yaml\");\n1999\t        let mut config = Self::load_from_path(&global_path)?;\n2000\t\n2001\t        // Track which fields came from global config (if file existed).\n2002\t        if global_path.exists() {\n2003\t            let source = ConfigSource::GlobalFile(global_path);\n2004\t            // Mark all top-level sections as from global.\n2005\t            for key in &[\n2006\t                \"agent.default\",\n2007\t                \"agent.timeout\",\n2008\t                \"worker.max_workers\",\n2009\t                \"worker.idle_timeout\",\n2010\t                \"health.heartbeat_interval_secs\",\n2011\t                \"health.heartbeat_ttl_secs\",\n2012\t            ] {\n2013\t                sources.insert((*key).to_string(), source.clone());\n2014\t            }\n2015\t        }\n2016\t\n2017\t        // Layer 3: workspace config.\n2018\t        if let Some(ws_overrides) = Self::load_workspace(workspace_root)? {\n2019\t            Self::apply_workspace(&mut config, &ws_overrides, workspace_root, &mut sources);\n2020\t        }\n2021\t\n2022\t        // Layer 4: environment variables.\n2023\t        Self::apply_env_overrides(&mut config, &mut sources);\n2024\t\n2025\t        // Layer 5: CLI arguments.\n2026\t        Self::apply_cli_overrides(&mut config, cli, &mut sources);\n2027\t\n2028\t        Ok((config, sources))\n2029\t    }\n2030\t\n2031\t    /// Validate a resolved config.\n2032\t    ///\n2033\t    /// Returns a list of errors (empty = valid).\n2034\t    pub fn validate(config: &Config) -> Vec<ConfigError> {\n2035\t        let mut errors = Vec::new();\n2036\t\n2037\t        if config.agent.default.is_empty() {\n2038\t            errors.push(ConfigError {\n2039\t                field: \"agent.default\".to_string(),\n2040\t                message: \"must not be empty\".to_string(),\n2041\t            });\n2042\t        }\n2043\t\n2044\t        if config.worker.max_workers == 0 {\n2045\t            errors.push(ConfigError {\n2046\t                field: \"worker.max_workers\".to_string(),\n2047\t                message: \"must be at least 1\".to_string(),\n2048\t            });\n2049\t        }\n2050\t\n2051\t        if config.worker.max_workers > 50 {\n2052\t            errors.push(ConfigError {\n2053\t                field: \"worker.max_workers\".to_string(),\n2054\t                message: format!(\n2055\t                    \"{} exceeds practical fleet limit of 50\",\n2056\t                    config.worker.max_workers\n2057\t                ),\n2058\t            });\n2059\t        }\n2060\t\n2061\t        if config.worker.cpu_load_warn <= 0.0 || config.worker.cpu_load_warn > 1.0 {\n2062\t            errors.push(ConfigError {\n2063\t                field: \"worker.cpu_load_warn\".to_string(),\n2064\t                message: \"must be in range (0.0, 1.0]\".to_string(),\n2065\t            });\n2066\t        }\n2067\t\n2068\t        if config.health.heartbeat_ttl_secs < 3 * config.health.heartbeat_interval_secs {\n2069\t            errors.push(ConfigError {\n2070\t                field: \"health.heartbeat_ttl_secs\".to_string(),\n2071\t                message: format!(\n2072\t                    \"should be >= 3 * heartbeat_interval_secs ({}); detection may be unreliable\",\n2073\t                    3 * config.health.heartbeat_interval_secs\n2074\t                ),\n2075\t            });\n2076\t        }\n2077\t\n2078\t        // Validate routing regex patterns.\n2079\t        if let Some(ref routing) = config.agent.routing {\n2080\t            for (idx, rule) in routing.rules.iter().enumerate() {\n2081\t                // Validate that match_model is a valid regex.\n2082\t                if let Err(e) = regex::Regex::new(&rule.match_model) {\n2083\t                    errors.push(ConfigError {\n2084\t                        field: format!(\"agent.routing.rules[{}].match_model\", idx),\n2085\t                        message: format!(\"invalid regex pattern '{}': {}\", rule.match_model, e),\n2086\t                    });\n2087\t                }\n2088\t                // Validate that adapter is not empty.\n2089\t                if rule.adapter.is_empty() {\n2090\t                    errors.push(ConfigError {\n2091\t                        field: format!(\"agent.routing.rules[{}].adapter\", idx),\n2092\t                        message: \"must not be empty\".to_string(),\n2093\t                    });\n2094\t                }\n2095\t            }\n2096\t        }\n2097\t\n2098\t        errors\n2099\t    }\n2100\t\n2101\t    /// Format config values with source annotations for `--dump --show-source`.\n2102\t    pub fn dump_with_sources(config: &Config, sources: &SourceMap) -> Vec<String> {\n2103\t        let fields: Vec<(&str, String)> = vec![\n2104\t            (\"agent.default\", config.agent.default.clone()),\n2105\t            (\"agent.timeout\", config.agent.timeout.to_string()),\n2106\t            (\"worker.max_workers\", config.worker.max_workers.to_string()),\n2107\t            (\n2108\t                \"worker.idle_timeout\",\n2109\t                config.worker.idle_timeout.to_string(),\n2110\t            ),\n2111\t            (\n2112\t                \"worker.launch_stagger_seconds\",\n2113\t                config.worker.launch_stagger_seconds.to_string(),\n2114\t            ),\n2115\t            (\n2116\t                \"health.heartbeat_interval_secs\",\n2117\t                config.health.heartbeat_interval_secs.to_string(),\n2118\t            ),\n2119\t            (\n2120\t                \"health.heartbeat_ttl_secs\",\n2121\t                config.health.heartbeat_ttl_secs.to_string(),\n2122\t            ),\n2123\t            (\n2124\t                \"prompt.context_files\",\n2125\t                format!(\"{:?}\", config.prompt.context_files),\n2126\t            ),\n2127\t            (\n2128\t                \"prompt.instructions\",\n2129\t                config\n2130\t                    .prompt\n2131\t                    .instructions\n2132\t                    .as_deref()\n2133\t                    .unwrap_or(\"\")\n2134\t                    .to_string(),\n2135\t            ),\n2136\t        ];\n2137\t\n2138\t        fields\n2139\t            .into_iter()\n2140\t            .map(|(key, value)| {\n2141\t                let source = sources.get(key).cloned().unwrap_or(ConfigSource::Default);\n2142\t                format!(\"{}: {} (from: {})\", key, value, source)\n2143\t            })\n2144\t            .collect()\n2145\t    }\n2146\t}\n2147\t\n2148\t// ──────────────────────────────────────────────────────────────────────────────\n2149\t// Helpers\n2150\t// ──────────────────────────────────────────────────────────────────────────────\n2151\t\n2152\t/// Resolve a path relative to the user's home directory.\n2153\tfn dirs_or_home(relative: &str) -> PathBuf {\n2154\t    if let Some(home) = std::env::var_os(\"HOME\") {\n2155\t        PathBuf::from(home).join(relative)\n2156\t    } else {\n2157\t        PathBuf::from(\"/tmp\").join(relative)\n2158\t    }\n2159\t}\n2160\t\n2161\t// ──────────────────────────────────────────────────────────────────────────────\n2162\t// Tests\n2163\t// ──────────────────────────────────────────────────────────────────────────────\n2164\t\n2165\t#[cfg(test)]\n2166\tmod tests {\n2167\t    use super::*;\n2168\t\n2169\t    #[test]\n2170\t    fn default_config_is_valid() {\n2171\t        let config = Config::default();\n2172\t        let errors = ConfigLoader::validate(&config);\n2173\t        assert!(\n2174\t            errors.is_empty(),\n2175\t            \"default config has validation errors: {:?}\",\n2176\t            errors\n2177\t        );\n2178\t    }\n2179\t\n2180\t    #[test]\n2181\t    fn missing_agent_binary_fails_validation() {\n2182\t        let mut config = Config::default();\n2183\t        config.agent.default = String::new();\n2184\t        let errors = ConfigLoader::validate(&config);\n2185\t        assert!(\n2186\t            errors.iter().any(|e| e.field == \"agent.default\"),\n2187\t            \"expected agent.default error, got: {:?}\",\n2188\t            errors\n2189\t        );\n2190\t    }\n2191\t\n2192\t    #[test]\n2193\t    fn zero_max_workers_fails_validation() {\n2194\t        let mut config = Config::default();\n2195\t        config.worker.max_workers = 0;\n2196\t        let errors = ConfigLoader::validate(&config);\n2197\t        assert!(\n2198\t            errors.iter().any(|e| e.field == \"worker.max_workers\"),\n2199\t            \"expected worker.max_workers error, got: {:?}\",\n2200\t            errors\n2201\t        );\n2202\t    }\n2203\t\n2204\t    #[test]\n2205\t    fn cli_overrides_apply() {\n2206\t        let mut config = Config::default();\n2207\t        let overrides = CliOverrides {\n2208\t            workspace: Some(PathBuf::from(\"/tmp/test-workspace\")),\n2209\t            agent_binary: Some(\"gpt4\".to_string()),\n2210\t            max_workers: Some(8),\n2211\t            ..Default::default()\n2212\t        };\n2213\t        ConfigLoader::apply_overrides(&mut config, overrides);\n2214\t        assert_eq!(\n2215\t            config.workspace.default,\n2216\t            PathBuf::from(\"/tmp/test-workspace\")\n2217\t        );\n2218\t        assert_eq!(config.agent.default, \"gpt4\");\n2219\t        assert_eq!(config.worker.max_workers, 8);\n2220\t    }\n2221\t\n2222\t    #[test]\n2223\t    fn missing_file_returns_default() {\n2224\t        let config = ConfigLoader::load_from_path(Path::new(\"/nonexistent/config.yaml\")).unwrap();\n2225\t        let errors = ConfigLoader::validate(&config);\n2226\t        assert!(errors.is_empty(), \"default config should be valid\");\n2227\t    }\n2228\t\n2229\t    #[test]\n2230\t    fn yaml_roundtrip() {\n2231\t        let config = Config::default();\n2232\t        let yaml = serde_yaml::to_string(&config).unwrap();\n2233\t        let decoded: Config = serde_yaml::from_str(&yaml).unwrap();\n2234\t        // Spot-check a few values\n2235\t        assert_eq!(config.agent.default, decoded.agent.default);\n2236\t        assert_eq!(config.worker.max_workers, decoded.worker.max_workers);\n2237\t    }\n2238\t\n2239\t    // ── Workspace config tests ──\n2240\t\n2241\t    #[test]\n2242\t    fn workspace_config_missing_returns_none() {\n2243\t        let dir = tempfile::tempdir().unwrap();\n2244\t        let result = ConfigLoader::load_workspace(dir.path()).unwrap();\n2245\t        assert!(result.is_none(), \"missing .needle.yaml should return None\");\n2246\t    }\n2247\t\n2248\t    #[test]\n2249\t    fn workspace_config_overrides_agent_default() {\n2250\t        let dir = tempfile::tempdir().unwrap();\n2251\t        std::fs::write(\n2252\t            dir.path().join(\".needle.yaml\"),\n2253\t            \"agent:\\n  default: opus\\n  timeout: 1200\\n\",\n2254\t        )\n2255\t        .unwrap();\n2256\t\n2257\t        let overrides = ConfigLoader::load_workspace(dir.path()).unwrap().unwrap();\n2258\t        let mut config = Config::default();\n2259\t        let mut sources = SourceMap::new();\n2260\t        ConfigLoader::apply_workspace(&mut config, &overrides, dir.path(), &mut sources);\n2261\t\n2262\t        assert_eq!(config.agent.default, \"opus\");\n2263\t        assert_eq!(config.agent.timeout, 1200);\n2264\t        assert!(\n2265\t            matches!(\n2266\t                sources.get(\"agent.default\"),\n2267\t                Some(ConfigSource::WorkspaceFile(_))\n2268\t            ),\n2269\t            \"agent.default source should be WorkspaceFile\"\n2270\t        );\n2271\t        assert!(\n2272\t            matches!(\n2273\t                sources.get(\"agent.timeout\"),\n2274\t                Some(ConfigSource::WorkspaceFile(_))\n2275\t            ),\n2276\t            \"agent.timeout source should be WorkspaceFile\"\n2277\t        );\n2278\t    }\n2279\t\n2280\t    #[test]\n2281\t    fn workspace_config_overrides_prompt() {\n2282\t        let dir = tempfile::tempdir().unwrap();\n2283\t        std::fs::write(\n2284\t            dir.path().join(\".needle.yaml\"),\n2285\t            \"prompt:\\n  context_files:\\n    - AGENTS.md\\n  instructions: test instructions\\n\",\n2286\t        )\n2287\t        .unwrap();\n2288\t\n2289\t        let overrides = ConfigLoader::load_workspace(dir.path()).unwrap().unwrap();\n2290\t        let mut config = Config::default();\n2291\t        let mut sources = SourceMap::new();\n2292\t        ConfigLoader::apply_workspace(&mut config, &overrides, dir.path(), &mut sources);\n2293\t\n2294\t        assert_eq!(\n2295\t            config.prompt.context_files,\n2296\t            vec![PathBuf::from(\"AGENTS.md\")]\n2297\t        );\n2298\t        assert_eq!(\n2299\t            config.prompt.instructions.as_deref(),\n2300\t            Some(\"test instructions\")\n2301\t        );\n2302\t    }\n2303\t\n2304\t    #[test]\n2305\t    fn workspace_config_global_used_when_absent() {\n2306\t        let dir = tempfile::tempdir().unwrap();\n2307\t        // No .needle.yaml — global config should remain unchanged.\n2308\t        let mut config = Config::default();\n2309\t        config.agent.default = \"global-agent\".to_string();\n2310\t\n2311\t        let ws_overrides = ConfigLoader::load_workspace(dir.path()).unwrap();\n2312\t        assert!(ws_overrides.is_none());\n2313\t        // Config remains as-is.\n2314\t        assert_eq!(config.agent.default, \"global-agent\");\n2315\t    }\n2316\t\n2317\t    #[test]\n2318\t    fn workspace_config_partial_agent_override() {\n2319\t        let dir = tempfile::tempdir().unwrap();\n2320\t        // Only override timeout, not default.\n2321\t        std::fs::write(dir.path().join(\".needle.yaml\"), \"agent:\\n  timeout: 999\\n\").unwrap();\n2322\t\n2323\t        let overrides = ConfigLoader::load_workspace(dir.path()).unwrap().unwrap();\n2324\t        let mut config = Config::default();\n2325\t        let original_agent = config.agent.default.clone();\n2326\t        let mut sources = SourceMap::new();\n2327\t        ConfigLoader::apply_workspace(&mut config, &overrides, dir.path(), &mut sources);\n2328\t\n2329\t        assert_eq!(\n2330\t            config.agent.default, original_agent,\n2331\t            \"default should not change\"\n2332\t        );\n2333\t        assert_eq!(config.agent.timeout, 999);\n2334\t        assert!(\n2335\t            !sources.contains_key(\"agent.default\"),\n2336\t            \"source should not be set for unchanged field\"\n2337\t        );\n2338\t    }\n2339\t\n2340\t    #[test]\n2341\t    fn non_overridable_keys_are_detected() {\n2342\t        // This tests the detection logic directly — warnings are emitted via tracing.\n2343\t        let yaml = \"worker:\\n  max_workers: 99\\nagent:\\n  default: opus\\ntelemetry:\\n  file_sink:\\n    enabled: false\\n\";\n2344\t        let path = Path::new(\"/test/.needle.yaml\");\n2345\t        // Should not return error — non-overridable keys produce warnings, not errors.\n2346\t        let result = ConfigLoader::warn_non_overridable_keys(yaml, path);\n2347\t        assert!(result.is_ok());\n2348\t    }\n2349\t\n2350\t    #[test]\n2351\t    fn workspace_overrides_deserialize_ignores_non_overridable() {\n2352\t        let yaml = \"agent:\\n  default: opus\\nworker:\\n  max_workers: 99\\n\";\n2353\t        let overrides: WorkspaceOverrides = serde_yaml::from_str(yaml).unwrap();\n2354\t        assert_eq!(\n2355\t            overrides.agent.as_ref().unwrap().default.as_deref(),\n2356\t            Some(\"opus\")\n2357\t        );\n2358\t        // WorkspaceOverrides doesn't have a worker field, so it's silently ignored.\n2359\t    }\n2360\t\n2361\t    #[test]\n2362\t    fn workspace_labels_parsed_from_needle_yaml() {\n2363\t        let dir = tempfile::tempdir().unwrap();\n2364\t        std::fs::write(\n2365\t            dir.path().join(\".needle.yaml\"),\n2366\t            \"workspace:\\n  labels: [rust, api, trading]\\n\",\n2367\t        )\n2368\t        .unwrap();\n2369\t\n2370\t        let overrides = ConfigLoader::load_workspace(dir.path()).unwrap().unwrap();\n2371\t        let mut config = Config::default();\n2372\t        let mut sources = SourceMap::new();\n2373\t        ConfigLoader::apply_workspace(&mut config, &overrides, dir.path(), &mut sources);\n2374\t\n2375\t        assert_eq!(\n2376\t            config.workspace.labels,\n2377\t            vec![\"rust\".to_string(), \"api\".to_string(), \"trading\".to_string()]\n2378\t        );\n2379\t        assert!(\n2380\t            matches!(\n2381\t                sources.get(\"workspace.labels\"),\n2382\t                Some(ConfigSource::WorkspaceFile(_))\n2383\t            ),\n2384\t            \"workspace.labels source should be WorkspaceFile\"\n2385\t        );\n2386\t    }\n2387\t\n2388\t    #[test]\n2389\t    fn workspace_labels_default_empty() {\n2390\t        let config = Config::default();\n2391\t        assert!(config.workspace.labels.is_empty());\n2392\t    }\n2393\t\n2394\t    #[test]\n2395\t    fn workspace_labels_not_set_leaves_default() {\n2396\t        let dir = tempfile::tempdir().unwrap();\n2397\t        std::fs::write(dir.path().join(\".needle.yaml\"), \"agent:\\n  default: opus\\n\").unwrap();\n2398\t\n2399\t        let overrides = ConfigLoader::load_workspace(dir.path()).unwrap().unwrap();\n2400\t        let mut config = Config::default();\n2401\t        let mut sources = SourceMap::new();\n2402\t        ConfigLoader::apply_workspace(&mut config, &overrides, dir.path(), &mut sources);\n2403\t\n2404\t        assert!(config.workspace.labels.is_empty());\n2405\t        assert!(!sources.contains_key(\"workspace.labels\"));\n2406\t    }\n2407\t\n2408\t    // ── Environment variable tests ──\n2409\t\n2410\t    #[test]\n2411\t    fn env_override_agent_default() {\n2412\t        let mut config = Config::default();\n2413\t        let mut sources = SourceMap::new();\n2414\t\n2415\t        // Temporarily set env var for this test.\n2416\t        let key = \"NEEDLE_AGENT__DEFAULT\";\n2417\t        std::env::set_var(key, \"env-opus\");\n2418\t        ConfigLoader::apply_env_overrides(&mut config, &mut sources);\n2419\t        std::env::remove_var(key);\n2420\t\n2421\t        assert_eq!(config.agent.default, \"env-opus\");\n2422\t        assert!(\n2423\t            matches!(sources.get(\"agent.default\"), Some(ConfigSource::EnvVar(k)) if k == key),\n2424\t            \"source should be EnvVar\"\n2425\t        );\n2426\t    }\n2427\t\n2428\t    #[test]\n2429\t    fn env_override_worker_max_workers() {\n2430\t        let mut config = Config::default();\n2431\t        let mut sources = SourceMap::new();\n2432\t\n2433\t        let key = \"NEEDLE_WORKER__MAX_WORKERS\";\n2434\t        std::env::set_var(key, \"12\");\n2435\t        ConfigLoader::apply_env_overrides(&mut config, &mut sources);\n2436\t        std::env::remove_var(key);\n2437\t\n2438\t        assert_eq!(config.worker.max_workers, 12);\n2439\t    }\n2440\t\n2441\t    #[test]\n2442\t    fn env_override_invalid_integer_ignored() {\n2443\t        let mut config = Config::default();\n2444\t        let original = config.agent.timeout;\n2445\t        let mut sources = SourceMap::new();\n2446\t\n2447\t        let key = \"NEEDLE_AGENT__TIMEOUT\";\n2448\t        std::env::set_var(key, \"not_a_number\");\n2449\t        ConfigLoader::apply_env_overrides(&mut config, &mut sources);\n2450\t        std::env::remove_var(key);\n2451\t\n2452\t        assert_eq!(\n2453\t            config.agent.timeout, original,\n2454\t            \"invalid env var should be ignored\"\n2455\t        );\n2456\t        assert!(!sources.contains_key(\"agent.timeout\"));\n2457\t    }\n2458\t\n2459\t    #[test]\n2460\t    fn env_override_beats_workspace_config() {\n2461\t        let dir = tempfile::tempdir().unwrap();\n2462\t        std::fs::write(\n2463\t            dir.path().join(\".needle.yaml\"),"}]},"parent_tool_use_id":null,"session_id":"01df7ea3-ea98-44c6-b13e-365cfc94078f","uuid":"955c0fac-f55b-45be-88c0-d426c12b64af","timestamp":"2026-06-25T11:54:41.822Z","tool_use_result":{"type":"text","file":{"filePath":"/home/coding/NEEDLE/src/config/mod.rs","content":"//! Hierarchical configuration loading and validation.\n//!\n//! Resolution order (later layers override earlier):\n//! 1. Built-in defaults\n//! 2. Global config file (`~/.config/needle/config.yaml`)\n//! 3. Workspace config file (`.needle.yaml`)\n//! 4. Environment variables (`NEEDLE_*`)\n//! 5. CLI arguments (highest precedence)\n//!\n//! Config is loaded once at boot and never reloaded.\n//!\n//! Leaf module — depends only on `types`.\n\nuse std::collections::BTreeMap;\nuse std::path::{Path, PathBuf};\n\nuse anyhow::{Context, Result};\nuse serde::{Deserialize, Serialize};\n\nuse crate::cost::{BudgetConfig, PricingConfig};\nuse crate::types::{IdentifierScheme, IdleAction};\nuse crate::validation::GateConfig;\n\n// ──────────────────────────────────────────────────────────────────────────────\n// Sub-structs\n// ──────────────────────────────────────────────────────────────────────────────\n\n/// A single routing rule mapping model patterns to adapters.\n///\n/// Rules are evaluated in order; the first matching rule determines the adapter.\n#[derive(Debug, Clone, Serialize, Deserialize)]\npub struct RoutingRule {\n    /// Regex or glob pattern to match against model names.\n    ///\n    /// Patterns are matched against the model name only (not provider prefixes).\n    /// Examples: `\"sonnet\"`, `\"opus\"`, `\"claude-sonnet-4-6\"`, `\"(claude-)?(sonnet|opus).*\"`.\n    pub match_model: String,\n\n    /// Adapter to use for matching models (e.g., `claude-print`, `claude-code-glm-4.7`).\n    pub adapter: String,\n}\n\n/// Agent routing configuration.\n///\n/// Maps model name patterns to adapters. When a bead specifies a model,\n/// the routing rules are evaluated in order to determine which adapter to use.\n#[derive(Debug, Clone, Default, Serialize, Deserialize)]\npub struct RoutingConfig {\n    /// Ordered list of routing rules (first match wins).\n    #[serde(default)]\n    pub rules: Vec<RoutingRule>,\n\n    /// Fallback adapter when no rules match (defaults to `agent.default`).\n    #[serde(default)]\n    pub default_adapter: Option<String>,\n\n    /// When true, fail if no routing rule matches instead of falling back.\n    ///\n    /// If set to true and no rule matches the model:\n    /// - The bead dispatch fails immediately\n    /// - A `RoutingFailed` telemetry event is emitted\n    /// - No fallback to `agent.default` or `default_adapter` occurs\n    ///\n    /// Default: false (fallback behavior for backward compatibility).\n    #[serde(default)]\n    pub strict: bool,\n}\n\n/// Agent (AI model CLI) configuration.\n#[derive(Debug, Clone, Serialize, Deserialize)]\npub struct AgentConfig {\n    /// Name or path of the default agent adapter (e.g., `claude`).\n    #[serde(default = \"AgentConfig::default_agent\")]\n    pub default: String,\n\n    /// Extra arguments to pass before the prompt.\n    #[serde(default)]\n    pub args: Vec<String>,\n\n    /// Agent process timeout in seconds (0 = unlimited).\n    #[serde(default = \"AgentConfig::default_timeout\")]\n    pub timeout: u64,\n\n    /// Directory containing adapter TOML files.\n    #[serde(default = \"AgentConfig::default_adapters_dir\")]\n    pub adapters_dir: PathBuf,\n\n    /// Model-to-adapter routing rules (optional).\n    #[serde(default)]\n    pub routing: Option<RoutingConfig>,\n}\n\nimpl Default for AgentConfig {\n    fn default() -> Self {\n        AgentConfig {\n            default: Self::default_agent(),\n            args: Vec::new(),\n            timeout: Self::default_timeout(),\n            adapters_dir: Self::default_adapters_dir(),\n            routing: Self::default_routing(),\n        }\n    }\n}\n\nimpl AgentConfig {\n    fn default_agent() -> String {\n        \"claude\".to_string()\n    }\n    fn default_timeout() -> u64 {\n        3600\n    }\n    fn default_adapters_dir() -> PathBuf {\n        dirs_or_home(\".config/needle/adapters\")\n    }\n\n    /// Default routing rules for Anthropic subscription models.\n    ///\n    /// Routers Anthropic Claude models (sonnet, opus, fable, haiku) to claude-print\n    /// to use subscription billing before the June 15, 2026 API credit transition.\n    /// All other models fall back to claude-code-glm-4.7.\n    fn default_routing() -> Option<RoutingConfig> {\n        Some(RoutingConfig {\n            rules: vec![RoutingRule {\n                // Match Anthropic Claude models on subscription billing\n                // Patterns: claude-sonnet-4-6, claude-opus-4-6, claude-fable-5, claude-haiku-4-5-20251001\n                match_model: \"(claude-)?(sonnet|opus|fable|haiku).*\".to_string(),\n                adapter: \"claude-print\".to_string(),\n            }],\n            default_adapter: Some(\"claude-code-glm-4.7\".to_string()),\n            strict: false,\n        })\n    }\n}\n\n/// Worker fleet configuration.\n#[derive(Debug, Clone, Serialize, Deserialize)]\npub struct WorkerConfig {\n    /// Maximum number of concurrent workers.\n    #[serde(default = \"WorkerConfig::default_max_workers\")]\n    pub max_workers: u32,\n\n    /// Stagger delay (seconds) between worker launches.\n    #[serde(default = \"WorkerConfig::default_launch_stagger_seconds\")]\n    pub launch_stagger_seconds: u64,\n\n    /// Seconds to wait between queue polls when idle.\n    #[serde(default = \"WorkerConfig::default_idle_timeout\")]\n    pub idle_timeout: u64,\n\n    /// What to do when the queue is empty.\n    #[serde(default)]\n    pub idle_action: IdleAction,\n\n    /// Maximum claim retries before skipping a bead.\n    #[serde(default = \"WorkerConfig::default_max_claim_retries\")]\n    pub max_claim_retries: u32,\n\n    /// Consecutive race_lost attempts before treating the ready queue as empty.\n    #[serde(default = \"WorkerConfig::default_claim_race_lost_skip\")]\n    pub claim_race_lost_skip: u32,\n\n    /// How workers generate their unique names.\n    #[serde(default)]\n    pub identifier_scheme: IdentifierScheme,\n\n    /// Warn when CPU load (0.0–1.0) exceeds this threshold.\n    #[serde(default = \"WorkerConfig::default_cpu_load_warn\")]\n    pub cpu_load_warn: f64,\n\n    /// Warn when available memory falls below this threshold (MB).\n    #[serde(default = \"WorkerConfig::default_memory_free_warn_mb\")]\n    pub memory_free_warn_mb: u64,\n\n    /// BUILDING state timeout in seconds (0 = unlimited).\n    #[serde(default = \"WorkerConfig::default_building_timeout\")]\n    pub building_timeout: u64,\n}\n\nimpl Default for WorkerConfig {\n    fn default() -> Self {\n        WorkerConfig {\n            max_workers: Self::default_max_workers(),\n            launch_stagger_seconds: Self::default_launch_stagger_seconds(),\n            idle_timeout: Self::default_idle_timeout(),\n            idle_action: IdleAction::default(),\n            max_claim_retries: Self::default_max_claim_retries(),\n            claim_race_lost_skip: Self::default_claim_race_lost_skip(),\n            identifier_scheme: IdentifierScheme::default(),\n            cpu_load_warn: Self::default_cpu_load_warn(),\n            memory_free_warn_mb: Self::default_memory_free_warn_mb(),\n            building_timeout: Self::default_building_timeout(),\n        }\n    }\n}\n\nimpl WorkerConfig {\n    fn default_max_workers() -> u32 {\n        4\n    }\n    fn default_launch_stagger_seconds() -> u64 {\n        2\n    }\n    fn default_idle_timeout() -> u64 {\n        60\n    }\n    fn default_max_claim_retries() -> u32 {\n        3\n    }\n    fn default_claim_race_lost_skip() -> u32 {\n        5\n    }\n    fn default_cpu_load_warn() -> f64 {\n        0.8\n    }\n    fn default_memory_free_warn_mb() -> u64 {\n        512\n    }\n    fn default_building_timeout() -> u64 {\n        600\n    }\n}\n\n/// Workspace path configuration.\n#[derive(Debug, Clone, Serialize, Deserialize)]\npub struct WorkspaceConfig {\n    /// Default workspace directory (used when not specified on CLI).\n    #[serde(default = \"WorkspaceConfig::default_workspace\")]\n    pub default: PathBuf,\n\n    /// NEEDLE home directory (heartbeat files, log output).\n    #[serde(default = \"WorkspaceConfig::default_home\")]\n    pub home: PathBuf,\n\n    /// Labels describing this workspace's domain (e.g., `rust`, `api`, `trading`).\n    ///\n    /// Used for cross-workspace skill sharing: skills from other workspaces whose\n    /// labels overlap with this workspace's labels are made available during prompt\n    /// building. Configure per-workspace in `.needle.yaml` under `workspace.labels`.\n    #[serde(default)]\n    pub labels: Vec<String>,\n}\n\nimpl Default for WorkspaceConfig {\n    fn default() -> Self {\n        WorkspaceConfig {\n            default: Self::default_workspace(),\n            home: Self::default_home(),\n            labels: Vec::new(),\n        }\n    }\n}\n\nimpl WorkspaceConfig {\n    fn default_workspace() -> PathBuf {\n        std::env::current_dir().unwrap_or_else(|_| PathBuf::from(\".\"))\n    }\n    fn default_home() -> PathBuf {\n        dirs_or_home(\".needle\")\n    }\n}\n\n/// Workspace-level labels override (`.needle.yaml` `workspace:` section).\n///\n/// Only `labels` is overridable at the workspace level; the path fields\n/// (`default`, `home`) are resolved globally and cannot be set per-workspace.\n#[derive(Debug, Clone, Default, Deserialize)]\npub struct WorkspaceLabelsOverride {\n    /// Domain labels for this workspace (e.g., `[rust, api, trading]`).\n    #[serde(default)]\n    pub labels: Vec<String>,\n}\n\n/// Pluck strand configuration (primary bead selection).\n#[derive(Debug, Clone, Default, Serialize, Deserialize)]\npub struct PluckConfig {\n    /// Labels to exclude from selection.\n    #[serde(default)]\n    pub exclude_labels: Vec<String>,\n\n    /// Auto-split beads after this many consecutive failures (0 = disabled).\n    ///\n    /// When a bead accumulates this many consecutive failures, pluck dispatches\n    /// a SPLIT instruction to the worker instead of the normal process-the-bead prompt.\n    /// The worker decomposes the bead into smaller child beads and converts the\n    /// parent into an umbrella (parent depends on last child, parent set non-ready).\n    #[serde(default = \"PluckConfig::default_split_after_failures\")]\n    pub split_after_failures: u32,\n}\n\nimpl PluckConfig {\n    fn default_split_after_failures() -> u32 {\n        3\n    }\n}\n\n/// Mend strand configuration (stuck/failed bead recovery).\n#[derive(Debug, Clone, Serialize, Deserialize)]\npub struct MendConfig {\n    /// Beads stuck in_progress longer than this (seconds) are candidates.\n    #[serde(default = \"MendConfig::default_stuck_threshold_secs\")]\n    pub stuck_threshold_secs: u64,\n\n    /// Lock files older than this (seconds) are considered orphaned.\n    #[serde(default = \"MendConfig::default_lock_ttl_secs\")]\n    pub lock_ttl_secs: u64,\n\n    /// Run `br doctor` after every N beads processed (0 = disabled).\n    #[serde(default = \"MendConfig::default_db_check_interval\")]\n    pub db_check_interval: u64,\n\n    /// Workers with 0 beads processed longer than this (seconds) are flagged.\n    #[serde(default = \"MendConfig::default_idle_timeout\")]\n    pub idle_timeout: u64,\n}\n\nimpl Default for MendConfig {\n    fn default() -> Self {\n        MendConfig {\n            stuck_threshold_secs: Self::default_stuck_threshold_secs(),\n            lock_ttl_secs: Self::default_lock_ttl_secs(),\n            db_check_interval: Self::default_db_check_interval(),\n            idle_timeout: Self::default_idle_timeout(),\n        }\n    }\n}\n\nimpl MendConfig {\n    fn default_stuck_threshold_secs() -> u64 {\n        300\n    }\n    fn default_lock_ttl_secs() -> u64 {\n        600\n    }\n    fn default_db_check_interval() -> u64 {\n        50\n    }\n    fn default_idle_timeout() -> u64 {\n        120\n    }\n}\n\n/// Explore strand configuration (multi-workspace discovery).\n#[derive(Debug, Clone, Serialize, Deserialize)]\npub struct ExploreConfig {\n    /// Whether the Explore strand is enabled.\n    #[serde(default = \"ExploreConfig::default_enabled\")]\n    pub enabled: bool,\n\n    /// Explicit workspace paths to search for beads.\n    /// When empty, workspaces are auto-discovered under `workspace_root`.\n    #[serde(default)]\n    pub workspaces: Vec<PathBuf>,\n\n    /// Root path for workspace auto-discovery (when `workspaces` is empty).\n    /// All directories under this path containing a `.beads/` subdirectory\n    /// are treated as workspaces.\n    #[serde(default = \"ExploreConfig::default_workspace_root\")]\n    pub workspace_root: PathBuf,\n}\n\nimpl Default for ExploreConfig {\n    fn default() -> Self {\n        ExploreConfig {\n            enabled: Self::default_enabled(),\n            workspaces: Vec::new(),\n            workspace_root: Self::default_workspace_root(),\n        }\n    }\n}\n\nimpl ExploreConfig {\n    fn default_enabled() -> bool {\n        true\n    }\n\n    fn default_workspace_root() -> PathBuf {\n        dirs_or_home(\"\")\n    }\n}\n\n/// Knot strand configuration (exhaustion alerting).\n#[derive(Debug, Clone, Serialize, Deserialize)]\npub struct KnotConfig {\n    /// Alert destination (e.g., webhook URL).\n    #[serde(default)]\n    pub alert_destination: Option<String>,\n\n    /// Minimum minutes between alert beads for the same workspace.\n    #[serde(default = \"KnotConfig::default_alert_cooldown_minutes\")]\n    pub alert_cooldown_minutes: u64,\n\n    /// Number of consecutive exhaustion cycles before creating an alert bead.\n    #[serde(default = \"KnotConfig::default_exhaustion_threshold\")]\n    pub exhaustion_threshold: u64,\n}\n\nimpl Default for KnotConfig {\n    fn default() -> Self {\n        KnotConfig {\n            alert_destination: None,\n            alert_cooldown_minutes: Self::default_alert_cooldown_minutes(),\n            exhaustion_threshold: Self::default_exhaustion_threshold(),\n        }\n    }\n}\n\nimpl KnotConfig {\n    fn default_alert_cooldown_minutes() -> u64 {\n        60\n    }\n    fn default_exhaustion_threshold() -> u64 {\n        3\n    }\n}\n\n/// Mitosis configuration (bead splitting on failure).\n#[derive(Debug, Clone, Serialize, Deserialize)]\npub struct MitosisConfig {\n    /// Whether mitosis is enabled for this workspace.\n    #[serde(default = \"MitosisConfig::default_enabled\")]\n    pub enabled: bool,\n\n    /// Only evaluate on first failure, not retries.\n    #[serde(default = \"MitosisConfig::default_first_failure_only\")]\n    pub first_failure_only: bool,\n\n    /// Force mitosis after this many consecutive failures (0 = disabled).\n    ///\n    /// When set, mitosis triggers on the Nth failure regardless of\n    /// `first_failure_only`. This prevents infinite loops where a bead\n    /// fails repeatedly without ever splitting.\n    #[serde(default)]\n    pub force_failure_threshold: u32,\n}\n\nimpl Default for MitosisConfig {\n    fn default() -> Self {\n        MitosisConfig {\n            enabled: Self::default_enabled(),\n            first_failure_only: Self::default_first_failure_only(),\n            force_failure_threshold: 0,\n        }\n    }\n}\n\nimpl MitosisConfig {\n    fn default_enabled() -> bool {\n        true\n    }\n    fn default_first_failure_only() -> bool {\n        true\n    }\n}\n\n/// Unravel strand configuration (alternative proposals for human-blocked beads).\n///\n/// Unravel proposes automated alternatives for beads labeled \"human\".\n/// Child beads are created as alternatives; the original is never modified.\n#[derive(Debug, Clone, Serialize, Deserialize)]\npub struct UnravelConfig {\n    /// Whether the Unravel strand is enabled (opt-in, default: false).\n    #[serde(default)]\n    pub enabled: bool,\n\n    /// Maximum human-labeled beads to analyze per run (default: 5).\n    #[serde(default = \"UnravelConfig::default_max_beads_per_run\")]\n    pub max_beads_per_run: u32,\n\n    /// Maximum alternative children per original bead (default: 3).\n    #[serde(default = \"UnravelConfig::default_max_alternatives_per_bead\")]\n    pub max_alternatives_per_bead: u32,\n\n    /// Minimum hours between re-analysis of the same bead (default: 168 = 7 days).\n    #[serde(default = \"UnravelConfig::default_cooldown_hours\")]\n    pub cooldown_hours: u64,\n\n    /// Custom prompt template for the alternative-proposal agent invocation.\n    ///\n    /// Template variables: `{id}`, `{title}`, `{body}`, `{labels}`.\n    /// When `None`, the built-in template is used.\n    #[serde(default)]\n    pub prompt_template: Option<String>,\n}\n\nimpl Default for UnravelConfig {\n    fn default() -> Self {\n        UnravelConfig {\n            enabled: false,\n            max_beads_per_run: Self::default_max_beads_per_run(),\n            max_alternatives_per_bead: Self::default_max_alternatives_per_bead(),\n            cooldown_hours: Self::default_cooldown_hours(),\n            prompt_template: None,\n        }\n    }\n}\n\nimpl UnravelConfig {\n    fn default_max_beads_per_run() -> u32 {\n        5\n    }\n    fn default_max_alternatives_per_bead() -> u32 {\n        3\n    }\n    fn default_cooldown_hours() -> u64 {\n        168\n    }\n}\n\n/// Weave strand configuration (gap analysis and bead creation).\n///\n/// Weave analyzes workspace documentation for gaps and creates beads to\n/// address them. Heavily guardrailed to prevent infinite work creation loops.\n#[derive(Debug, Clone, Serialize, Deserialize)]\npub struct WeaveConfig {\n    /// Whether the Weave strand is enabled (opt-in, default: false).\n    #[serde(default)]\n    pub enabled: bool,\n\n    /// Maximum beads to create per weave run (default: 5).\n    #[serde(default = \"WeaveConfig::default_max_beads_per_run\")]\n    pub max_beads_per_run: u32,\n\n    /// Minimum hours between weave runs per workspace (default: 24).\n    #[serde(default = \"WeaveConfig::default_cooldown_hours\")]\n    pub cooldown_hours: u64,\n\n    /// Workspaces where weave is forbidden (default: []).\n    #[serde(default)]\n    pub exclude_workspaces: Vec<PathBuf>,\n\n    /// Glob patterns for documentation files to analyze.\n    #[serde(default = \"WeaveConfig::default_doc_patterns\")]\n    pub doc_patterns: Vec<String>,\n\n    /// Custom prompt template for the gap analysis agent invocation.\n    ///\n    /// Template variables: `{doc_files}`, `{existing_beads}`, `{workspace}`.\n    /// When `None`, the built-in template is used.\n    #[serde(default)]\n    pub prompt_template: Option<String>,\n}\n\nimpl Default for WeaveConfig {\n    fn default() -> Self {\n        WeaveConfig {\n            enabled: false,\n            max_beads_per_run: Self::default_max_beads_per_run(),\n            cooldown_hours: Self::default_cooldown_hours(),\n            exclude_workspaces: Vec::new(),\n            doc_patterns: Self::default_doc_patterns(),\n            prompt_template: None,\n        }\n    }\n}\n\nimpl WeaveConfig {\n    fn default_max_beads_per_run() -> u32 {\n        5\n    }\n    fn default_cooldown_hours() -> u64 {\n        24\n    }\n    fn default_doc_patterns() -> Vec<String> {\n        vec![\n            \"README*\".to_string(),\n            \"AGENTS.md\".to_string(),\n            \"docs/**/*\".to_string(),\n        ]\n    }\n}\n\n/// Pulse strand configuration (codebase health scans).\n///\n/// Pulse runs configured scanners (linters, test coverage, etc.) and creates\n/// beads for significant findings. Heavily guardrailed to prevent noise.\n#[derive(Debug, Clone, Serialize, Deserialize)]\npub struct PulseConfig {\n    /// Whether the Pulse strand is enabled (opt-in, default: false).\n    #[serde(default)]\n    pub enabled: bool,\n\n    /// Scanner commands to run (e.g., `cargo clippy`, `npm run lint`).\n    ///\n    /// Each command should output findings to stdout in a parseable format.\n    #[serde(default)]\n    pub scanners: Vec<ScannerConfig>,\n\n    /// Maximum beads to create per pulse run (default: 5).\n    #[serde(default = \"PulseConfig::default_max_beads_per_run\")]\n    pub max_beads_per_run: u32,\n\n    /// Minimum hours between pulse runs (default: 48).\n    #[serde(default = \"PulseConfig::default_cooldown_hours\")]\n    pub cooldown_hours: u64,\n\n    /// Minimum severity level to create a bead (1-5, 1=critical, default: 3).\n    #[serde(default = \"PulseConfig::default_severity_threshold\")]\n    pub severity_threshold: u8,\n\n    /// Custom prompt template for agent-assisted analysis.\n    ///\n    /// Template variables: `{scanner}`, `{output}`, `{workspace}`.\n    #[serde(default)]\n    pub prompt_template: Option<String>,\n}\n\n/// Configuration for a single scanner.\n#[derive(Debug, Clone, Serialize, Deserialize)]\npub struct ScannerConfig {\n    /// Human-readable name for this scanner (e.g., \"clippy\").\n    pub name: String,\n\n    /// Shell command to run the scanner.\n    pub command: String,\n\n    /// Minimum severity for findings from this scanner (1-5).\n    /// Overrides global severity_threshold if set.\n    #[serde(default)]\n    pub severity_threshold: Option<u8>,\n}\n\nimpl Default for PulseConfig {\n    fn default() -> Self {\n        PulseConfig {\n            enabled: false,\n            scanners: Vec::new(),\n            max_beads_per_run: Self::default_max_beads_per_run(),\n            cooldown_hours: Self::default_cooldown_hours(),\n            severity_threshold: Self::default_severity_threshold(),\n            prompt_template: None,\n        }\n    }\n}\n\nimpl PulseConfig {\n    fn default_max_beads_per_run() -> u32 {\n        5\n    }\n    fn default_cooldown_hours() -> u64 {\n        48\n    }\n    fn default_severity_threshold() -> u8 {\n        3\n    }\n}\n\n/// Reflect strand configuration (meta-analysis and learning consolidation).\n///\n/// Reflect runs after all other strands return NoWork. It reads bead close\n/// bodies since the last consolidation, extracts retrospective patterns, merges\n/// them into learnings.md, and promotes high-frequency patterns to skill files.\n#[derive(Debug, Clone, Serialize, Deserialize)]\npub struct ReflectConfig {\n    /// Whether the Reflect strand is enabled (default: true).\n    #[serde(default = \"ReflectConfig::default_enabled\")]\n    pub enabled: bool,\n\n    /// Minimum beads closed since last consolidation before running (default: 10).\n    #[serde(default = \"ReflectConfig::default_min_beads_since_last\")]\n    pub min_beads_since_last: usize,\n\n    /// Minimum hours between reflect runs (default: 24).\n    #[serde(default = \"ReflectConfig::default_cooldown_hours\")]\n    pub cooldown_hours: u64,\n\n    /// Maximum learnings to add per run (default: 10).\n    #[serde(default = \"ReflectConfig::default_max_learnings_per_run\")]\n    pub max_learnings_per_run: usize,\n\n    /// Maximum skill files to create or update per run (default: 3).\n    #[serde(default = \"ReflectConfig::default_max_skills_per_run\")]\n    pub max_skills_per_run: usize,\n\n    /// Days before unreinforced entries are pruned (default: 90).\n    #[serde(default = \"ReflectConfig::default_learning_retention_days\")]\n    pub learning_retention_days: u32,\n\n    /// Maximum total learning entries before forced pruning (default: 80).\n    #[serde(default = \"ReflectConfig::default_max_learnings\")]\n    pub max_learnings: usize,\n\n    /// Agent command for automatic retrospective extraction (e.g. `claude --print`).\n    /// When set, beads closed without a `## Retrospective` block will be passed to\n    /// this agent to infer one. When `None`, only explicit retrospective blocks are used.\n    #[serde(default)]\n    pub extraction_agent: Option<String>,\n\n    /// Custom prompt template for retrospective extraction.\n    /// Template variables: `{title}`, `{close_body}`.\n    /// When `None`, the built-in default prompt is used.\n    #[serde(default)]\n    pub extraction_prompt_template: Option<String>,\n\n    /// Maximum beads to pass to the extraction agent per Reflect run (default: 5).\n    #[serde(default = \"ReflectConfig::default_max_extraction_per_run\")]\n    pub max_extraction_per_run: usize,\n\n    /// How far back to read session transcripts in days (default: 7).\n    #[serde(default = \"ReflectConfig::default_transcript_recency_days\")]\n    pub transcript_recency_days: u32,\n\n    /// Cap on sessions to analyze per transcript run (default: 50).\n    #[serde(default = \"ReflectConfig::default_transcript_max_sessions\")]\n    pub transcript_max_sessions: usize,\n\n    /// Jaccard similarity threshold for drift session clustering (default: 0.6).\n    #[serde(default = \"ReflectConfig::default_drift_similarity_threshold\")]\n    pub drift_similarity_threshold: f64,\n\n    /// Enable drift detection (default: true).\n    #[serde(default = \"ReflectConfig::default_drift_enabled\")]\n    pub drift_enabled: bool,\n\n    /// Enable ADR decision extraction (default: true).\n    #[serde(default = \"ReflectConfig::default_adr_enabled\")]\n    pub adr_enabled: bool,\n\n    /// Enable writing learnings to CLAUDE.md (default: true).\n    #[serde(default = \"ReflectConfig::default_claude_md_placement\")]\n    pub claude_md_placement: bool,\n}\n\nimpl Default for ReflectConfig {\n    fn default() -> Self {\n        ReflectConfig {\n            enabled: Self::default_enabled(),\n            min_beads_since_last: Self::default_min_beads_since_last(),\n            cooldown_hours: Self::default_cooldown_hours(),\n            max_learnings_per_run: Self::default_max_learnings_per_run(),\n            max_skills_per_run: Self::default_max_skills_per_run(),\n            learning_retention_days: Self::default_learning_retention_days(),\n            max_learnings: Self::default_max_learnings(),\n            extraction_agent: None,\n            extraction_prompt_template: None,\n            max_extraction_per_run: Self::default_max_extraction_per_run(),\n            transcript_recency_days: Self::default_transcript_recency_days(),\n            transcript_max_sessions: Self::default_transcript_max_sessions(),\n            drift_similarity_threshold: Self::default_drift_similarity_threshold(),\n            drift_enabled: Self::default_drift_enabled(),\n            adr_enabled: Self::default_adr_enabled(),\n            claude_md_placement: Self::default_claude_md_placement(),\n        }\n    }\n}\n\nimpl ReflectConfig {\n    fn default_enabled() -> bool {\n        true\n    }\n    fn default_min_beads_since_last() -> usize {\n        10\n    }\n    fn default_cooldown_hours() -> u64 {\n        24\n    }\n    fn default_max_learnings_per_run() -> usize {\n        10\n    }\n    fn default_max_skills_per_run() -> usize {\n        3\n    }\n    fn default_learning_retention_days() -> u32 {\n        90\n    }\n    fn default_max_learnings() -> usize {\n        80\n    }\n    fn default_max_extraction_per_run() -> usize {\n        5\n    }\n    fn default_transcript_recency_days() -> u32 {\n        7\n    }\n    fn default_transcript_max_sessions() -> usize {\n        50\n    }\n    fn default_drift_similarity_threshold() -> f64 {\n        0.6\n    }\n    fn default_drift_enabled() -> bool {\n        true\n    }\n    fn default_adr_enabled() -> bool {\n        true\n    }\n    fn default_claude_md_placement() -> bool {\n        true\n    }\n}\n\n/// Splice strand configuration (worker failure documentation).\n///\n/// Splice detects dead workers (stale heartbeat) and live-but-looping workers\n/// (fresh heartbeat, stuck in a tight event loop). Both are documented as\n/// failure beads in the configured report workspace.\n#[derive(Debug, Clone, Serialize, Deserialize)]\npub struct SpliceConfig {\n    /// Whether the Splice strand is enabled (default: true).\n    #[serde(default = \"SpliceConfig::default_enabled\")]\n    pub enabled: bool,\n\n    /// Seconds since last heartbeat before a worker is considered stale (default: 300).\n    #[serde(default = \"SpliceConfig::default_stale_threshold_secs\")]\n    pub stale_threshold_secs: u64,\n\n    /// Path to the workspace where worker failure beads are created.\n    /// When `None`, uses the current bead store (no separate workspace).\n    #[serde(default)]\n    pub report_workspace: Option<PathBuf>,\n\n    /// Whether to scan live workers' JSONL for stuck-loop patterns (default: true).\n    #[serde(default = \"SpliceConfig::default_detect_live_loops\")]\n    pub detect_live_loops: bool,\n\n    /// Max events to scan from JSONL tail per worker (default: 200).\n    #[serde(default = \"SpliceConfig::default_live_loop_scan_events\")]\n    pub live_loop_scan_events: usize,\n\n    /// Min same-bead `bead.claim.race_lost` events to flag as claim churn (default: 20).\n    #[serde(default = \"SpliceConfig::default_claim_churn_threshold\")]\n    pub claim_churn_threshold: u32,\n\n    /// Max JSONL growth (bytes) in `live_loop_window_secs` without `agent.completed`\n    /// before flagging as log runaway (default: 10 MiB).\n    #[serde(default = \"SpliceConfig::default_log_runaway_bytes\")]\n    pub log_runaway_bytes: u64,\n\n    /// Window for the log-rate runaway check in seconds (default: 300).\n    #[serde(default = \"SpliceConfig::default_live_loop_window_secs\")]\n    pub live_loop_window_secs: u64,\n}\n\nimpl Default for SpliceConfig {\n    fn default() -> Self {\n        SpliceConfig {\n            enabled: Self::default_enabled(),\n            stale_threshold_secs: Self::default_stale_threshold_secs(),\n            report_workspace: None,\n            detect_live_loops: Self::default_detect_live_loops(),\n            live_loop_scan_events: Self::default_live_loop_scan_events(),\n            claim_churn_threshold: Self::default_claim_churn_threshold(),\n            log_runaway_bytes: Self::default_log_runaway_bytes(),\n            live_loop_window_secs: Self::default_live_loop_window_secs(),\n        }\n    }\n}\n\nimpl SpliceConfig {\n    fn default_enabled() -> bool {\n        true\n    }\n    fn default_stale_threshold_secs() -> u64 {\n        300\n    }\n    fn default_detect_live_loops() -> bool {\n        true\n    }\n    fn default_live_loop_scan_events() -> usize {\n        200\n    }\n    fn default_claim_churn_threshold() -> u32 {\n        20\n    }\n    fn default_log_runaway_bytes() -> u64 {\n        10 * 1024 * 1024 // 10 MiB\n    }\n    fn default_live_loop_window_secs() -> u64 {\n        300\n    }\n}\n\n/// Strand waterfall configuration.\n#[derive(Debug, Clone, Default, Serialize, Deserialize)]\npub struct StrandsConfig {\n    #[serde(default)]\n    pub pluck: PluckConfig,\n    #[serde(default)]\n    pub mend: MendConfig,\n    #[serde(default)]\n    pub explore: ExploreConfig,\n    #[serde(default)]\n    pub knot: KnotConfig,\n    #[serde(default)]\n    pub mitosis: MitosisConfig,\n    #[serde(default)]\n    pub weave: WeaveConfig,\n    #[serde(default)]\n    pub unravel: UnravelConfig,\n    #[serde(default)]\n    pub pulse: PulseConfig,\n    #[serde(default)]\n    pub reflect: ReflectConfig,\n    #[serde(default)]\n    pub splice: SpliceConfig,\n    /// Learning and trace retention configuration.\n    #[serde(default)]\n    pub learning: LearningConfig,\n}\n\n/// A workspace-specific custom sanitization pattern.\n///\n/// Configured under `learning.trace_sanitization.custom_patterns` in `.needle.yaml`.\n#[derive(Debug, Clone, Serialize, Deserialize)]\npub struct CustomSanitizationPattern {\n    /// Rule identifier (used in `[REDACTED:<id>]` output).\n    pub id: String,\n    /// Regex pattern. Capture group 1 is the secret; whole match used if absent.\n    pub pattern: String,\n    /// Optional minimum Shannon entropy threshold.\n    #[serde(default)]\n    pub entropy: Option<f64>,\n}\n\n/// Trace sanitization configuration.\n#[derive(Debug, Clone, Serialize, Deserialize)]\npub struct TraceSanitizationConfig {\n    /// Enable trace sanitization (default: true).\n    #[serde(default = \"TraceSanitizationConfig::default_enabled\")]\n    pub enabled: bool,\n\n    /// Workspace-specific patterns applied alongside gitleaks rules.\n    #[serde(default)]\n    pub custom_patterns: Vec<CustomSanitizationPattern>,\n}\n\nimpl Default for TraceSanitizationConfig {\n    fn default() -> Self {\n        TraceSanitizationConfig {\n            enabled: Self::default_enabled(),\n            custom_patterns: Vec::new(),\n        }\n    }\n}\n\nimpl TraceSanitizationConfig {\n    fn default_enabled() -> bool {\n        true\n    }\n}\n\n/// Learning and trace retention configuration.\n#[derive(Debug, Clone, Serialize, Deserialize)]\npub struct LearningConfig {\n    /// Retention days for failed bead traces (default: 30).\n    #[serde(default = \"LearningConfig::default_trace_retention_failed\")]\n    pub trace_retention_failed_days: u32,\n\n    /// Retention days for successful bead traces (default: 7).\n    #[serde(default = \"LearningConfig::default_trace_retention_success\")]\n    pub trace_retention_success_days: u32,\n\n    /// Maximum number of active learning entries (default: 80).\n    ///\n    /// When exceeded, the consolidator prunes stale entries (>90 days)\n    /// and consolidates redundant entries.\n    #[serde(default = \"LearningConfig::default_max_learnings\")]\n    pub max_learnings: usize,\n\n    /// Trace sanitization settings (gitleaks rules + custom patterns).\n    #[serde(default)]\n    pub trace_sanitization: TraceSanitizationConfig,\n\n    /// Path to the global learnings file (default: ~/.config/needle/global-learnings.md).\n    ///\n    /// This file stores cross-workspace learnings detected by the consolidator.\n    /// It is loaded into all workspace prompts as supplementary context.\n    #[serde(default = \"LearningConfig::default_global_learnings_file\")]\n    pub global_learnings_file: PathBuf,\n\n    /// Maximum entries in the global learnings file (default: 40).\n    ///\n    /// Cross-cutting lessons should be distilled; this cap keeps the file focused.\n    #[serde(default = \"LearningConfig::default_max_global_learnings\")]\n    pub max_global_learnings: usize,\n}\n\nimpl Default for LearningConfig {\n    fn default() -> Self {\n        LearningConfig {\n            trace_retention_failed_days: Self::default_trace_retention_failed(),\n            trace_retention_success_days: Self::default_trace_retention_success(),\n            max_learnings: Self::default_max_learnings(),\n            trace_sanitization: TraceSanitizationConfig::default(),\n            global_learnings_file: Self::default_global_learnings_file(),\n            max_global_learnings: Self::default_max_global_learnings(),\n        }\n    }\n}\n\nimpl LearningConfig {\n    fn default_trace_retention_failed() -> u32 {\n        30\n    }\n\n    fn default_trace_retention_success() -> u32 {\n        7\n    }\n\n    fn default_max_learnings() -> usize {\n        80\n    }\n\n    fn default_global_learnings_file() -> PathBuf {\n        dirs_or_home(\".config/needle/global-learnings.md\")\n    }\n\n    fn default_max_global_learnings() -> usize {\n        40\n    }\n}\n\n/// File sink configuration for telemetry.\n#[derive(Debug, Clone, Serialize, Deserialize)]\npub struct FileSinkConfig {\n    /// Enable or disable the file sink.\n    #[serde(default = \"FileSinkConfig::default_enabled\")]\n    pub enabled: bool,\n\n    /// Directory for log files (defaults to `workspace.home/logs`).\n    #[serde(default)]\n    pub log_dir: Option<PathBuf>,\n\n    /// Number of days to retain log files (0 = no cleanup). Default: 30.\n    #[serde(default = \"FileSinkConfig::default_retention_days\")]\n    pub retention_days: u32,\n}\n\nimpl Default for FileSinkConfig {\n    fn default() -> Self {\n        FileSinkConfig {\n            enabled: Self::default_enabled(),\n            log_dir: None,\n            retention_days: Self::default_retention_days(),\n        }\n    }\n}\n\nimpl FileSinkConfig {\n    fn default_enabled() -> bool {\n        true\n    }\n\n    fn default_retention_days() -> u32 {\n        30\n    }\n}\n\n/// Stdout sink verbosity level.\n#[derive(Debug, Clone, Copy, Default, PartialEq, Eq, Serialize, Deserialize)]\n#[serde(rename_all = \"lowercase\")]\npub enum StdoutFormat {\n    /// One-line summary: time, worker, event type only.\n    Minimal,\n    /// Default: time, worker, event type, bead ID, brief details.\n    #[default]\n    Normal,\n    /// Full details including data payload.\n    Verbose,\n}\n\n/// Stdout sink color mode.\n#[derive(Debug, Clone, Copy, Default, PartialEq, Eq, Serialize, Deserialize)]\n#[serde(rename_all = \"lowercase\")]\npub enum ColorMode {\n    /// Auto-detect from terminal (isatty).\n    #[default]\n    Auto,\n    /// Always emit ANSI color codes.\n    Always,\n    /// Never emit color codes.\n    Never,\n}\n\n/// Stdout sink configuration for human-readable telemetry output.\n#[derive(Debug, Clone, Serialize, Deserialize)]\npub struct StdoutSinkConfig {\n    /// Enable or disable the stdout sink.\n    #[serde(default)]\n    pub enabled: bool,\n\n    /// Verbosity: minimal, normal, verbose.\n    #[serde(default)]\n    pub format: StdoutFormat,\n\n    /// Color mode: auto, always, never.\n    #[serde(default)]\n    pub color: ColorMode,\n}\n\nimpl Default for StdoutSinkConfig {\n    fn default() -> Self {\n        StdoutSinkConfig {\n            enabled: false,\n            format: StdoutFormat::Normal,\n            color: ColorMode::Auto,\n        }\n    }\n}\n\n/// A single hook definition: an event filter glob and a dispatch target.\n///\n/// Events whose `event_type` matches the glob are dispatched to the\n/// configured `command` and/or `url`. At least one must be set.\n/// Hooks are fire-and-forget — failures are logged but never block the worker.\n///\n/// # Example\n/// ```yaml\n/// telemetry:\n///   hooks:\n///     - event_filter: \"outcome.*\"\n///       command: \"/path/to/alert.sh\"\n///     - event_filter: \"worker.errored\"\n///       url: \"https://hooks.slack.com/services/...\"\n///     - event_filter: \"effort.recorded\"\n///       command: \"/path/to/cost-tracker.sh\"\n///       url: \"https://dashboard.example.com/ingest\"\n/// ```\n#[derive(Debug, Clone, Serialize, Deserialize)]\npub struct HookConfig {\n    /// Glob pattern matched against `event_type` (e.g. `\"outcome.*\"`).\n    pub event_filter: String,\n\n    /// Shell command to execute. The event JSON is written to stdin.\n    /// Leave empty or omit when dispatching only to `url`.\n    #[serde(default)]\n    pub command: String,\n\n    /// HTTP(S) URL to POST the event JSON to (native webhook support).\n    /// `Content-Type: application/json` is set automatically.\n    /// Omit when dispatching only to `command`.\n    #[serde(default)]\n    pub url: Option<String>,\n}\n\n/// OTLP sink configuration for OpenTelemetry export.\n///\n/// When enabled, NEEDLE exports traces, metrics, and logs to any OTLP-compliant\n/// collector (e.g., Grafana Tempo, Jaeger, OpenTelemetry Collector).\n#[derive(Debug, Clone, Serialize, Deserialize)]\npub struct OtlpSinkConfig {\n    /// Enable or disable the OTLP sink.\n    #[serde(default = \"OtlpSinkConfig::default_enabled\")]\n    pub enabled: bool,\n\n    /// OTLP endpoint URL (e.g., `http://localhost:4317` for gRPC).\n    #[serde(default = \"OtlpSinkConfig::default_endpoint\")]\n    pub endpoint: String,\n\n    /// Protocol: \"grpc\" or \"http\".\n    #[serde(default = \"OtlpSinkConfig::default_protocol\")]\n    pub protocol: String,\n\n    /// Request timeout in seconds (default: 10).\n    #[serde(default = \"OtlpSinkConfig::default_timeout_secs\")]\n    pub timeout_secs: u64,\n\n    /// Compression: \"gzip\", \"none\", or \"zstd\".\n    #[serde(default = \"OtlpSinkConfig::default_compression\")]\n    pub compression: String,\n\n    /// TLS configuration: \"none\", \"tls\", or \"mtls\".\n    #[serde(default = \"OtlpSinkConfig::default_tls\")]\n    pub tls: String,\n\n    /// HTTP headers to send with each request (format: \"key: value\").\n    #[serde(default)]\n    pub headers: Vec<String>,\n\n    /// Resource attributes attached to all exported signals (format: \"key=value\").\n    /// Reserved keys `service.name` and `service.instance.id` cannot be overridden.\n    #[serde(default)]\n    pub resource_attributes: Vec<String>,\n\n    /// Metrics export interval in seconds (default: 10).\n    #[serde(default = \"OtlpSinkConfig::default_metrics_interval_secs\")]\n    pub metrics_interval_secs: u64,\n\n    /// Service namespace for OpenTelemetry semantic conventions.\n    /// Defaults to \"needle-fleet\" if not specified.\n    #[serde(default = \"OtlpSinkConfig::default_service_namespace\")]\n    pub service_namespace: String,\n\n    /// Maximum queue size for batch processors (default: 2048).\n    /// When the queue fills, the OTel SDK drops the oldest items.\n    #[serde(default = \"OtlpSinkConfig::default_max_queue_size\")]\n    pub max_queue_size: usize,\n}\n\nimpl Default for OtlpSinkConfig {\n    fn default() -> Self {\n        OtlpSinkConfig {\n            enabled: Self::default_enabled(),\n            endpoint: Self::default_endpoint(),\n            protocol: Self::default_protocol(),\n            timeout_secs: Self::default_timeout_secs(),\n            compression: Self::default_compression(),\n            tls: Self::default_tls(),\n            headers: Vec::new(),\n            resource_attributes: Vec::new(),\n            metrics_interval_secs: Self::default_metrics_interval_secs(),\n            service_namespace: Self::default_service_namespace(),\n            max_queue_size: Self::default_max_queue_size(),\n        }\n    }\n}\n\nimpl OtlpSinkConfig {\n    fn default_enabled() -> bool {\n        false\n    }\n\n    fn default_endpoint() -> String {\n        \"http://localhost:4317\".to_string()\n    }\n\n    fn default_protocol() -> String {\n        \"grpc\".to_string()\n    }\n\n    fn default_timeout_secs() -> u64 {\n        10\n    }\n\n    fn default_compression() -> String {\n        \"gzip\".to_string()\n    }\n\n    fn default_tls() -> String {\n        \"none\".to_string()\n    }\n\n    fn default_metrics_interval_secs() -> u64 {\n        10\n    }\n\n    fn default_service_namespace() -> String {\n        \"needle-fleet\".to_string()\n    }\n\n    fn default_max_queue_size() -> usize {\n        2048\n    }\n}\n\n/// Telemetry configuration.\n#[derive(Debug, Clone, Default, Serialize, Deserialize)]\npub struct TelemetryConfig {\n    #[serde(default)]\n    pub file_sink: FileSinkConfig,\n    #[serde(default)]\n    pub stdout_sink: StdoutSinkConfig,\n    /// Optional hook sinks — dispatch matching events to external commands.\n    #[serde(default)]\n    pub hooks: Vec<HookConfig>,\n    /// Optional OTLP sink for OpenTelemetry export.\n    #[serde(default)]\n    pub otlp_sink: OtlpSinkConfig,\n}\n\n/// Health monitoring configuration (heartbeat, peer detection).\n#[derive(Debug, Clone, Serialize, Deserialize)]\npub struct HealthConfig {\n    /// How often to emit a heartbeat file (seconds).\n    ///\n    /// Workers write a heartbeat JSON file at this interval to signal liveness.\n    /// The heartbeat file contains worker state, current bead, and other metadata\n    /// used for peer detection and scaling decisions.\n    #[serde(default = \"HealthConfig::default_heartbeat_interval_secs\")]\n    pub heartbeat_interval_secs: u64,\n\n    /// Time after which a heartbeat is considered stale (seconds).\n    ///\n    /// Heartbeats older than this threshold are considered stale, triggering\n    /// worker failure detection. Should be at least 3x `heartbeat_interval_secs`\n    /// for reliable detection.\n    #[serde(default = \"HealthConfig::default_heartbeat_ttl_secs\")]\n    pub heartbeat_ttl_secs: u64,\n\n    /// Directory path for heartbeat files (relative to workspace.home).\n    ///\n    /// Each worker writes its heartbeat file to this directory. The path is\n    /// resolved as `workspace.home/heartbeat_dir`. When not set, defaults to\n    /// `state/heartbeats`.\n    ///\n    /// Example: setting to `heartbeats` resolves to `~/.needle/heartbeats`.\n    #[serde(default)]\n    pub heartbeat_dir: Option<PathBuf>,\n}\n\nimpl Default for HealthConfig {\n    fn default() -> Self {\n        HealthConfig {\n            heartbeat_interval_secs: Self::default_heartbeat_interval_secs(),\n            heartbeat_ttl_secs: Self::default_heartbeat_ttl_secs(),\n            heartbeat_dir: Self::default_heartbeat_dir(),\n        }\n    }\n}\n\nimpl HealthConfig {\n    fn default_heartbeat_interval_secs() -> u64 {\n        30\n    }\n    fn default_heartbeat_ttl_secs() -> u64 {\n        300\n    }\n    fn default_heartbeat_dir() -> Option<PathBuf> {\n        None\n    }\n}\n\n/// Per-provider concurrency and rate limits.\n#[derive(Debug, Clone, Default, Serialize, Deserialize)]\npub struct ProviderLimits {\n    /// Maximum concurrent workers dispatching to this provider.\n    #[serde(default)]\n    pub max_concurrent: Option<u32>,\n    /// Maximum requests per minute (token bucket capacity).\n    #[serde(default)]\n    pub requests_per_minute: Option<u32>,\n}\n\n/// Per-model concurrency limits (overrides provider-level).\n#[derive(Debug, Clone, Default, Serialize, Deserialize)]\npub struct ModelLimits {\n    /// Maximum concurrent workers dispatching to this model.\n    #[serde(default)]\n    pub max_concurrent: Option<u32>,\n}\n\n/// Provider/model concurrency and rate limiting configuration.\n#[derive(Debug, Clone, Default, Serialize, Deserialize)]\npub struct LimitsConfig {\n    /// Per-provider limits keyed by provider name (e.g., `anthropic`, `openai`).\n    #[serde(default)]\n    pub providers: BTreeMap<String, ProviderLimits>,\n    /// Per-model limits keyed by model name (e.g., `claude-opus`).\n    #[serde(default)]\n    pub models: BTreeMap<String, ModelLimits>,\n}\n\n/// A/B test variant for a prompt template.\n///\n/// Configured under `prompt.variants.<template_name>` in `.needle.yaml`.\n/// Workers are assigned to variants deterministically by `hash(worker_id) % 100`.\n#[derive(Debug, Clone, Serialize, Deserialize)]\npub struct VariantConfig {\n    /// Variant name (e.g., `\"control\"`, `\"v2\"`).\n    pub name: String,\n\n    /// Percentage of workers assigned to this variant (0–100).\n    pub weight: u8,\n\n    /// Path to the file containing the variant template content.\n    /// Resolved relative to the workspace root.\n    pub content_file: PathBuf,\n}\n\n/// Prompt construction configuration.\n///\n/// Loaded from the `prompt` section of workspace config (`.needle.yaml`).\n/// Templates can be overridden per-workspace or globally.\n#[derive(Debug, Clone, Default, Serialize, Deserialize)]\npub struct PromptConfig {\n    /// Paths to context files read from the workspace and included in prompts.\n    #[serde(default)]\n    pub context_files: Vec<PathBuf>,\n\n    /// Free-form instructions appended to every prompt.\n    #[serde(default)]\n    pub instructions: Option<String>,\n\n    /// Named template overrides. Keys are template names (e.g., `\"pluck\"`,\n    /// `\"mitosis\"`, `\"weave\"`, `\"unravel\"`, `\"pulse\"`). Only the templates\n    /// specified here are overridden; others use built-in defaults.\n    #[serde(default)]\n    pub templates: std::collections::BTreeMap<String, String>,\n\n    /// A/B test variants per template name.\n    ///\n    /// Keys are template names; values are ordered lists of variants.\n    /// Workers are assigned to variants based on `hash(worker_id) % 100`\n    /// compared against cumulative variant weights.\n    ///\n    /// Example `.needle.yaml`:\n    /// ```yaml\n    /// prompt:\n    ///   variants:\n    ///     pluck:\n    ///       - name: v2\n    ///         weight: 50\n    ///         content_file: prompts/pluck-v2.txt\n    /// ```\n    #[serde(default)]\n    pub variants: std::collections::BTreeMap<String, Vec<VariantConfig>>,\n}\n\n/// Self-modification (hot-reload) configuration.\n///\n/// Controls the :testing → :stable promotion pipeline with canary tests.\n/// When enabled, new versions of needle are tested against a canary workspace\n/// before being promoted to stable.\n#[derive(Debug, Clone, Serialize, Deserialize)]\npub struct SelfModificationConfig {\n    /// Whether self-modification is enabled (default: false).\n    #[serde(default)]\n    pub enabled: bool,\n\n    /// Path to the canary test workspace containing test beads.\n    /// Defaults to `~/.needle/canary/`.\n    #[serde(default = \"SelfModificationConfig::default_canary_workspace\")]\n    pub canary_workspace: PathBuf,\n\n    /// Automatically promote :testing to :stable when canary passes.\n    /// When false, requires manual `needle promote` command.\n    #[serde(default)]\n    pub auto_promote: bool,\n\n    /// Maximum time (seconds) to run canary tests before considering it a timeout.\n    #[serde(default = \"SelfModificationConfig::default_canary_timeout\")]\n    pub canary_timeout: u64,\n\n    /// Fleet hot-reloads from :stable between beads (default: true).\n    /// When enabled, workers check for a new :stable binary after each bead\n    /// cycle and re-exec if a different binary is detected.\n    #[serde(default = \"SelfModificationConfig::default_hot_reload\")]\n    pub hot_reload: bool,\n}\n\nimpl Default for SelfModificationConfig {\n    fn default() -> Self {\n        SelfModificationConfig {\n            enabled: false,\n            canary_workspace: Self::default_canary_workspace(),\n            auto_promote: false,\n            canary_timeout: Self::default_canary_timeout(),\n            hot_reload: Self::default_hot_reload(),\n        }\n    }\n}\n\nimpl SelfModificationConfig {\n    fn default_canary_workspace() -> PathBuf {\n        dirs_or_home(\".needle/canary\")\n    }\n\n    fn default_canary_timeout() -> u64 {\n        300 // 5 minutes\n    }\n\n    fn default_hot_reload() -> bool {\n        true\n    }\n}\n\n/// FABRIC telemetry forwarding configuration.\n///\n/// When enabled, NEEDLE workers POST structured events to the FABRIC\n/// web server (`fabric web`) for live dashboard display.\n#[derive(Debug, Clone, Serialize, Deserialize)]\npub struct FabricConfig {\n    /// Whether to forward events to FABRIC (default: false).\n    #[serde(default)]\n    pub enabled: bool,\n\n    /// HTTP endpoint to POST events to (e.g., `http://localhost:3000/api/events`).\n    #[serde(default)]\n    pub endpoint: String,\n\n    /// Request timeout in seconds (default: 2).\n    #[serde(default = \"FabricConfig::default_timeout\")]\n    pub timeout: u64,\n\n    /// Batch events before sending instead of sending one at a time (default: false).\n    #[serde(default)]\n    pub batching: bool,\n}\n\nimpl Default for FabricConfig {\n    fn default() -> Self {\n        FabricConfig {\n            enabled: false,\n            endpoint: String::new(),\n            timeout: Self::default_timeout(),\n            batching: false,\n        }\n    }\n}\n\nimpl FabricConfig {\n    fn default_timeout() -> u64 {\n        2\n    }\n}\n\n// ──────────────────────────────────────────────────────────────────────────────\n// Config Source Tracking\n// ──────────────────────────────────────────────────────────────────────────────\n\n/// Where a configuration value originated.\n#[derive(Debug, Clone, PartialEq, Eq)]\npub enum ConfigSource {\n    /// Built-in default value.\n    Default,\n    /// Global config file (`~/.config/needle/config.yaml`).\n    GlobalFile(PathBuf),\n    /// Workspace config file (`.needle.yaml`).\n    WorkspaceFile(PathBuf),\n    /// Environment variable override.\n    EnvVar(String),\n    /// CLI argument override.\n    CliOverride,\n}\n\nimpl std::fmt::Display for ConfigSource {\n    fn fmt(&self, f: &mut std::fmt::Formatter<'_>) -> std::fmt::Result {\n        match self {\n            ConfigSource::Default => write!(f, \"built-in default\"),\n            ConfigSource::GlobalFile(p) => write!(f, \"{}\", p.display()),\n            ConfigSource::WorkspaceFile(p) => write!(f, \"{}\", p.display()),\n            ConfigSource::EnvVar(name) => write!(f, \"{} env var\", name),\n            ConfigSource::CliOverride => write!(f, \"CLI argument\"),\n        }\n    }\n}\n\n/// Map of config field paths to their source.\n///\n/// Used by `needle config --dump --show-source` to annotate each value.\npub type SourceMap = BTreeMap<String, ConfigSource>;\n\n// ──────────────────────────────────────────────────────────────────────────────\n// Workspace Overrides\n// ──────────────────────────────────────────────────────────────────────────────\n\n/// Subset of configuration that can be overridden per-workspace via `.needle.yaml`.\n///\n/// Only these sections are allowed at the workspace level:\n/// - `agent.default`, `agent.timeout`\n/// - `strands` (weave, pulse, unravel)\n/// - `prompt.*`\n/// - `verification` (legacy) or `gates` (new pluggable system)\n///\n/// Non-overridable sections (worker, limits, health, telemetry) are detected\n/// and produce warnings.\n#[derive(Debug, Clone, Default, Deserialize)]\npub struct WorkspaceOverrides {\n    #[serde(default)]\n    pub agent: Option<WorkspaceAgentOverrides>,\n    #[serde(default)]\n    pub strands: Option<WorkspaceStrandsOverrides>,\n    #[serde(default)]\n    pub prompt: Option<PromptConfig>,\n    /// Verification commands run after agent success, before accepting closure.\n    /// Legacy format — prefer `gates` for new configurations.\n    #[serde(default)]\n    pub verification: Option<Vec<String>>,\n    /// Pluggable validation gates.\n    #[serde(default)]\n    pub gates: Option<Vec<GateConfig>>,\n    /// Workspace identity labels (overridable per-workspace).\n    ///\n    /// Set in `.needle.yaml` under `workspace.labels`. Used for cross-workspace\n    /// skill sharing: skills from Explore workspaces whose labels overlap with\n    /// these labels are injected into prompts alongside local skills.\n    #[serde(default)]\n    pub workspace: Option<WorkspaceLabelsOverride>,\n}\n\n/// Agent fields overridable at the workspace level.\n#[derive(Debug, Clone, Deserialize)]\npub struct WorkspaceAgentOverrides {\n    pub default: Option<String>,\n    pub timeout: Option<u64>,\n    pub routing: Option<RoutingConfig>,\n}\n\n/// Strand fields overridable at the workspace level.\n#[derive(Debug, Clone, Default, Deserialize)]\npub struct WorkspaceStrandsOverrides {\n    #[serde(default)]\n    pub weave: Option<serde_yaml::Value>,\n    #[serde(default)]\n    pub pulse: Option<serde_yaml::Value>,\n    #[serde(default)]\n    pub unravel: Option<serde_yaml::Value>,\n}\n\n/// Non-overridable top-level keys in workspace config.\n///\n/// Note: `workspace` is intentionally absent — `workspace.labels` IS overridable\n/// per-workspace. The path fields (`default`, `home`) are simply ignored if set.\nconst NON_OVERRIDABLE_KEYS: &[&str] = &[\"worker\", \"limits\", \"health\", \"telemetry\"];\n\n// ──────────────────────────────────────────────────────────────────────────────\n// Top-level Config\n// ──────────────────────────────────────────────────────────────────────────────\n\n/// Fully resolved NEEDLE configuration.\n///\n/// Loaded once at boot, immutable during a session.\n#[derive(Debug, Clone, Default, Serialize, Deserialize)]\npub struct Config {\n    #[serde(default)]\n    pub agent: AgentConfig,\n    #[serde(default)]\n    pub worker: WorkerConfig,\n    #[serde(default)]\n    pub workspace: WorkspaceConfig,\n    #[serde(default)]\n    pub strands: StrandsConfig,\n    #[serde(default)]\n    pub telemetry: TelemetryConfig,\n    #[serde(default)]\n    pub prompt: PromptConfig,\n    #[serde(default)]\n    pub health: HealthConfig,\n    /// Provider/model concurrency and rate limits.\n    #[serde(default)]\n    pub limits: LimitsConfig,\n    /// Per-model token pricing (USD per million tokens).\n    #[serde(default = \"crate::cost::default_pricing\")]\n    pub pricing: PricingConfig,\n    /// Daily budget thresholds for cost enforcement.\n    #[serde(default)]\n    pub budget: BudgetConfig,\n    /// Verification commands run after agent success, before accepting closure.\n    /// Legacy format — prefer `gates` for new configurations.\n    #[serde(default)]\n    pub verification: Vec<String>,\n    /// Pluggable validation gates.\n    #[serde(default)]\n    pub gates: Vec<GateConfig>,\n    /// Self-modification (hot-reload) configuration.\n    #[serde(default)]\n    pub self_modification: SelfModificationConfig,\n    /// FABRIC live dashboard forwarding.\n    #[serde(default)]\n    pub fabric: FabricConfig,\n}\n\n// ──────────────────────────────────────────────────────────────────────────────\n// Config validation\n// ──────────────────────────────────────────────────────────────────────────────\n\n/// A single config validation error.\n#[derive(Debug, Clone, PartialEq, Eq)]\npub struct ConfigError {\n    /// Dot-separated field path (e.g., `agent.default`).\n    pub field: String,\n    /// Human-readable explanation.\n    pub message: String,\n}\n\nimpl std::fmt::Display for ConfigError {\n    fn fmt(&self, f: &mut std::fmt::Formatter<'_>) -> std::fmt::Result {\n        write!(f, \"{}: {}\", self.field, self.message)\n    }\n}\n\n// ──────────────────────────────────────────────────────────────────────────────\n// CLI overrides\n// ──────────────────────────────────────────────────────────────────────────────\n\n/// CLI-level overrides applied after all file-based config loading.\n#[derive(Debug, Default)]\npub struct CliOverrides {\n    pub workspace: Option<PathBuf>,\n    pub worker_name: Option<String>,\n    pub agent_binary: Option<String>,\n    pub max_workers: Option<u32>,\n}\n\n// ──────────────────────────────────────────────────────────────────────────────\n// ConfigLoader\n// ──────────────────────────────────────────────────────────────────────────────\n\n/// Loads and validates NEEDLE configuration.\npub struct ConfigLoader;\n\nimpl ConfigLoader {\n    /// Load global config from `~/.config/needle/config.yaml`.\n    ///\n    /// If the file does not exist, returns the default config (not an error).\n    pub fn load_global() -> Result<Config> {\n        let path = dirs_or_home(\".config/needle/config.yaml\");\n        Self::load_from_path(&path)\n    }\n\n    /// Load config from a specific path.\n    ///\n    /// If the file does not exist, returns the default config.\n    pub fn load_from_path(path: &Path) -> Result<Config> {\n        if !path.exists() {\n            return Ok(Config::default());\n        }\n        let text = std::fs::read_to_string(path)\n            .with_context(|| format!(\"failed to read config file: {}\", path.display()))?;\n        let config: Config = serde_yaml::from_str(&text)\n            .with_context(|| format!(\"invalid YAML in config file: {}\", path.display()))?;\n        Ok(config)\n    }\n\n    /// Load workspace overrides from `.needle.yaml` in the given workspace root.\n    ///\n    /// Returns `None` if the file does not exist. Emits warnings for\n    /// non-overridable keys found in the workspace config.\n    pub fn load_workspace(workspace_root: &Path) -> Result<Option<WorkspaceOverrides>> {\n        let path = workspace_root.join(\".needle.yaml\");\n        if !path.exists() {\n            return Ok(None);\n        }\n        let text = std::fs::read_to_string(&path)\n            .with_context(|| format!(\"failed to read workspace config: {}\", path.display()))?;\n\n        // Check for non-overridable keys and warn.\n        Self::warn_non_overridable_keys(&text, &path)?;\n\n        let overrides: WorkspaceOverrides = serde_yaml::from_str(&text)\n            .with_context(|| format!(\"invalid YAML in workspace config: {}\", path.display()))?;\n        Ok(Some(overrides))\n    }\n\n    /// Warn about non-overridable top-level keys in workspace config YAML.\n    fn warn_non_overridable_keys(yaml_text: &str, path: &Path) -> Result<()> {\n        let value: serde_yaml::Value = serde_yaml::from_str(yaml_text)\n            .with_context(|| format!(\"invalid YAML in workspace config: {}\", path.display()))?;\n\n        if let serde_yaml::Value::Mapping(map) = value {\n            for key in map.keys() {\n                if let serde_yaml::Value::String(key_str) = key {\n                    if NON_OVERRIDABLE_KEYS.contains(&key_str.as_str()) {\n                        tracing::warn!(\n                            key = %key_str,\n                            path = %path.display(),\n                            \"workspace config contains non-overridable setting '{}' — ignored\",\n                            key_str,\n                        );\n                    }\n                }\n            }\n        }\n        Ok(())\n    }\n\n    /// Apply workspace overrides to a config.\n    ///\n    /// Only overridable fields are applied. Records sources in the source map.\n    pub fn apply_workspace(\n        config: &mut Config,\n        overrides: &WorkspaceOverrides,\n        ws_path: &Path,\n        sources: &mut SourceMap,\n    ) {\n        let source = ConfigSource::WorkspaceFile(ws_path.join(\".needle.yaml\"));\n\n        if let Some(ref agent) = overrides.agent {\n            if let Some(ref default) = agent.default {\n                config.agent.default = default.clone();\n                sources.insert(\"agent.default\".to_string(), source.clone());\n            }\n            if let Some(timeout) = agent.timeout {\n                config.agent.timeout = timeout;\n                sources.insert(\"agent.timeout\".to_string(), source.clone());\n            }\n            if let Some(ref routing) = agent.routing {\n                config.agent.routing = Some(routing.clone());\n                sources.insert(\"agent.routing\".to_string(), source.clone());\n            }\n        }\n\n        if let Some(ref strands) = overrides.strands {\n            if let Some(ref weave_val) = strands.weave {\n                if let Ok(weave_cfg) = serde_yaml::from_value::<WeaveConfig>(weave_val.clone()) {\n                    config.strands.weave = weave_cfg;\n                }\n                sources.insert(\"strands.weave\".to_string(), source.clone());\n            }\n            if let Some(ref pulse_val) = strands.pulse {\n                if let Ok(pulse_cfg) = serde_yaml::from_value::<PulseConfig>(pulse_val.clone()) {\n                    config.strands.pulse = pulse_cfg;\n                }\n                sources.insert(\"strands.pulse\".to_string(), source.clone());\n            }\n            if let Some(ref unravel_val) = strands.unravel {\n                if let Ok(unravel_cfg) =\n                    serde_yaml::from_value::<UnravelConfig>(unravel_val.clone())\n                {\n                    config.strands.unravel = unravel_cfg;\n                }\n                sources.insert(\"strands.unravel\".to_string(), source.clone());\n            }\n        }\n\n        if let Some(ref prompt) = overrides.prompt {\n            config.prompt = prompt.clone();\n            sources.insert(\"prompt.context_files\".to_string(), source.clone());\n            sources.insert(\"prompt.instructions\".to_string(), source.clone());\n        }\n\n        if let Some(ref verification) = overrides.verification {\n            config.verification = verification.clone();\n            sources.insert(\"verification\".to_string(), source.clone());\n        }\n\n        if let Some(ref gates) = overrides.gates {\n            config.gates = gates.clone();\n            sources.insert(\"gates\".to_string(), source.clone());\n        }\n\n        if let Some(ref ws) = overrides.workspace {\n            if !ws.labels.is_empty() {\n                config.workspace.labels = ws.labels.clone();\n                sources.insert(\"workspace.labels\".to_string(), source);\n            }\n        }\n    }\n\n    /// Apply environment variable overrides (`NEEDLE_*` prefix, `__` separator).\n    ///\n    /// Example: `NEEDLE_AGENT__DEFAULT=opus` sets `agent.default` to `\"opus\"`.\n    pub fn apply_env_overrides(config: &mut Config, sources: &mut SourceMap) {\n        for (key, value) in std::env::vars() {\n            if let Some(suffix) = key.strip_prefix(\"NEEDLE_\") {\n                let config_path = suffix.to_lowercase().replace(\"__\", \".\");\n                let source = ConfigSource::EnvVar(key.clone());\n\n                match config_path.as_str() {\n                    \"agent.default\" => {\n                        config.agent.default = value;\n                        sources.insert(config_path, source);\n                    }\n                    \"agent.timeout\" => {\n                        if let Ok(v) = value.parse::<u64>() {\n                            config.agent.timeout = v;\n                            sources.insert(config_path, source);\n                        } else {\n                            tracing::warn!(\n                                env_var = %key,\n                                value = %value,\n                                \"invalid value for agent.timeout — expected integer\"\n                            );\n                        }\n                    }\n                    \"agent.routing.default_adapter\" => {\n                        config\n                            .agent\n                            .routing\n                            .get_or_insert_with(RoutingConfig::default)\n                            .default_adapter = Some(value);\n                        sources.insert(config_path, source);\n                    }\n                    \"worker.max_workers\" => {\n                        if let Ok(v) = value.parse::<u32>() {\n                            config.worker.max_workers = v;\n                            sources.insert(config_path, source);\n                        } else {\n                            tracing::warn!(\n                                env_var = %key,\n                                value = %value,\n                                \"invalid value for worker.max_workers — expected integer\"\n                            );\n                        }\n                    }\n                    \"worker.idle_timeout\" => {\n                        if let Ok(v) = value.parse::<u64>() {\n                            config.worker.idle_timeout = v;\n                            sources.insert(config_path, source);\n                        } else {\n                            tracing::warn!(\n                                env_var = %key,\n                                value = %value,\n                                \"invalid value for worker.idle_timeout — expected integer\"\n                            );\n                        }\n                    }\n                    \"worker.launch_stagger_seconds\" => {\n                        if let Ok(v) = value.parse::<u64>() {\n                            config.worker.launch_stagger_seconds = v;\n                            sources.insert(config_path, source);\n                        } else {\n                            tracing::warn!(\n                                env_var = %key,\n                                value = %value,\n                                \"invalid value for worker.launch_stagger_seconds — expected integer\"\n                            );\n                        }\n                    }\n                    \"health.heartbeat_interval_secs\" => {\n                        if let Ok(v) = value.parse::<u64>() {\n                            config.health.heartbeat_interval_secs = v;\n                            sources.insert(config_path, source);\n                        } else {\n                            tracing::warn!(\n                                env_var = %key,\n                                value = %value,\n                                \"invalid value for health.heartbeat_interval_secs — expected integer\"\n                            );\n                        }\n                    }\n                    \"health.heartbeat_ttl_secs\" => {\n                        if let Ok(v) = value.parse::<u64>() {\n                            config.health.heartbeat_ttl_secs = v;\n                            sources.insert(config_path, source);\n                        } else {\n                            tracing::warn!(\n                                env_var = %key,\n                                value = %value,\n                                \"invalid value for health.heartbeat_ttl_secs — expected integer\"\n                            );\n                        }\n                    }\n                    \"self_modification.enabled\" => {\n                        if let Ok(v) = value.parse::<bool>() {\n                            config.self_modification.enabled = v;\n                            sources.insert(config_path, source);\n                        } else {\n                            tracing::warn!(\n                                env_var = %key,\n                                value = %value,\n                                \"invalid value for self_modification.enabled — expected true/false\"\n                            );\n                        }\n                    }\n                    \"self_modification.auto_promote\" => {\n                        if let Ok(v) = value.parse::<bool>() {\n                            config.self_modification.auto_promote = v;\n                            sources.insert(config_path, source);\n                        } else {\n                            tracing::warn!(\n                                env_var = %key,\n                                value = %value,\n                                \"invalid value for self_modification.auto_promote — expected true/false\"\n                            );\n                        }\n                    }\n                    \"self_modification.canary_timeout\" => {\n                        if let Ok(v) = value.parse::<u64>() {\n                            config.self_modification.canary_timeout = v;\n                            sources.insert(config_path, source);\n                        } else {\n                            tracing::warn!(\n                                env_var = %key,\n                                value = %value,\n                                \"invalid value for self_modification.canary_timeout — expected integer\"\n                            );\n                        }\n                    }\n                    _ => {\n                        tracing::debug!(\n                            env_var = %key,\n                            config_path = %config_path,\n                            \"unrecognized NEEDLE_ environment variable — ignored\"\n                        );\n                    }\n                }\n            }\n        }\n    }\n\n    /// Apply CLI overrides (highest precedence) to a loaded config.\n    pub fn apply_overrides(config: &mut Config, overrides: CliOverrides) {\n        Self::apply_cli_overrides(config, overrides, &mut SourceMap::new());\n    }\n\n    /// Apply CLI overrides with source tracking.\n    pub fn apply_cli_overrides(\n        config: &mut Config,\n        overrides: CliOverrides,\n        sources: &mut SourceMap,\n    ) {\n        if let Some(ws) = overrides.workspace {\n            config.workspace.default = ws;\n            sources.insert(\"workspace.default\".to_string(), ConfigSource::CliOverride);\n        }\n        if let Some(agent) = overrides.agent_binary {\n            config.agent.default = agent;\n            sources.insert(\"agent.default\".to_string(), ConfigSource::CliOverride);\n        }\n        if let Some(n) = overrides.max_workers {\n            config.worker.max_workers = n;\n            sources.insert(\"worker.max_workers\".to_string(), ConfigSource::CliOverride);\n        }\n        // worker_name is handled at the Worker level, not stored in Config\n    }\n\n    /// Load the fully resolved configuration using the complete hierarchy:\n    ///\n    /// defaults → global file → workspace `.needle.yaml` → env vars → CLI args\n    ///\n    /// Returns the resolved config and a source map showing where each value\n    /// came from. The source map only contains entries for values that were\n    /// overridden from their defaults.\n    pub fn load_resolved(workspace_root: &Path, cli: CliOverrides) -> Result<(Config, SourceMap)> {\n        let mut sources = SourceMap::new();\n\n        // Layer 1 + 2: defaults + global config.\n        let global_path = dirs_or_home(\".config/needle/config.yaml\");\n        let mut config = Self::load_from_path(&global_path)?;\n\n        // Track which fields came from global config (if file existed).\n        if global_path.exists() {\n            let source = ConfigSource::GlobalFile(global_path);\n            // Mark all top-level sections as from global.\n            for key in &[\n                \"agent.default\",\n                \"agent.timeout\",\n                \"worker.max_workers\",\n                \"worker.idle_timeout\",\n                \"health.heartbeat_interval_secs\",\n                \"health.heartbeat_ttl_secs\",\n            ] {\n                sources.insert((*key).to_string(), source.clone());\n            }\n        }\n\n        // Layer 3: workspace config.\n        if let Some(ws_overrides) = Self::load_workspace(workspace_root)? {\n            Self::apply_workspace(&mut config, &ws_overrides, workspace_root, &mut sources);\n        }\n\n        // Layer 4: environment variables.\n        Self::apply_env_overrides(&mut config, &mut sources);\n\n        // Layer 5: CLI arguments.\n        Self::apply_cli_overrides(&mut config, cli, &mut sources);\n\n        Ok((config, sources))\n    }\n\n    /// Validate a resolved config.\n    ///\n    /// Returns a list of errors (empty = valid).\n    pub fn validate(config: &Config) -> Vec<ConfigError> {\n        let mut errors = Vec::new();\n\n        if config.agent.default.is_empty() {\n            errors.push(ConfigError {\n                field: \"agent.default\".to_string(),\n                message: \"must not be empty\".to_string(),\n            });\n        }\n\n        if config.worker.max_workers == 0 {\n            errors.push(ConfigError {\n                field: \"worker.max_workers\".to_string(),\n                message: \"must be at least 1\".to_string(),\n            });\n        }\n\n        if config.worker.max_workers > 50 {\n            errors.push(ConfigError {\n                field: \"worker.max_workers\".to_string(),\n                message: format!(\n                    \"{} exceeds practical fleet limit of 50\",\n                    config.worker.max_workers\n                ),\n            });\n        }\n\n        if config.worker.cpu_load_warn <= 0.0 || config.worker.cpu_load_warn > 1.0 {\n            errors.push(ConfigError {\n                field: \"worker.cpu_load_warn\".to_string(),\n                message: \"must be in range (0.0, 1.0]\".to_string(),\n            });\n        }\n\n        if config.health.heartbeat_ttl_secs < 3 * config.health.heartbeat_interval_secs {\n            errors.push(ConfigError {\n                field: \"health.heartbeat_ttl_secs\".to_string(),\n                message: format!(\n                    \"should be >= 3 * heartbeat_interval_secs ({}); detection may be unreliable\",\n                    3 * config.health.heartbeat_interval_secs\n                ),\n            });\n        }\n\n        // Validate routing regex patterns.\n        if let Some(ref routing) = config.agent.routing {\n            for (idx, rule) in routing.rules.iter().enumerate() {\n                // Validate that match_model is a valid regex.\n                if let Err(e) = regex::Regex::new(&rule.match_model) {\n                    errors.push(ConfigError {\n                        field: format!(\"agent.routing.rules[{}].match_model\", idx),\n                        message: format!(\"invalid regex pattern '{}': {}\", rule.match_model, e),\n                    });\n                }\n                // Validate that adapter is not empty.\n                if rule.adapter.is_empty() {\n                    errors.push(ConfigError {\n                        field: format!(\"agent.routing.rules[{}].adapter\", idx),\n                        message: \"must not be empty\".to_string(),\n                    });\n                }\n            }\n        }\n\n        errors\n    }\n\n    /// Format config values with source annotations for `--dump --show-source`.\n    pub fn dump_with_sources(config: &Config, sources: &SourceMap) -> Vec<String> {\n        let fields: Vec<(&str, String)> = vec![\n            (\"agent.default\", config.agent.default.clone()),\n            (\"agent.timeout\", config.agent.timeout.to_string()),\n            (\"worker.max_workers\", config.worker.max_workers.to_string()),\n            (\n                \"worker.idle_timeout\",\n                config.worker.idle_timeout.to_string(),\n            ),\n            (\n                \"worker.launch_stagger_seconds\",\n                config.worker.launch_stagger_seconds.to_string(),\n            ),\n            (\n                \"health.heartbeat_interval_secs\",\n                config.health.heartbeat_interval_secs.to_string(),\n            ),\n            (\n                \"health.heartbeat_ttl_secs\",\n                config.health.heartbeat_ttl_secs.to_string(),\n            ),\n            (\n                \"prompt.context_files\",\n                format!(\"{:?}\", config.prompt.context_files),\n            ),\n            (\n                \"prompt.instructions\",\n                config\n                    .prompt\n                    .instructions\n                    .as_deref()\n                    .unwrap_or(\"\")\n                    .to_string(),\n            ),\n        ];\n\n        fields\n            .into_iter()\n            .map(|(key, value)| {\n                let source = sources.get(key).cloned().unwrap_or(ConfigSource::Default);\n                format!(\"{}: {} (from: {})\", key, value, source)\n            })\n            .collect()\n    }\n}\n\n// ──────────────────────────────────────────────────────────────────────────────\n// Helpers\n// ──────────────────────────────────────────────────────────────────────────────\n\n/// Resolve a path relative to the user's home directory.\nfn dirs_or_home(relative: &str) -> PathBuf {\n    if let Some(home) = std::env::var_os(\"HOME\") {\n        PathBuf::from(home).join(relative)\n    } else {\n        PathBuf::from(\"/tmp\").join(relative)\n    }\n}\n\n// ──────────────────────────────────────────────────────────────────────────────\n// Tests\n// ──────────────────────────────────────────────────────────────────────────────\n\n#[cfg(test)]\nmod tests {\n    use super::*;\n\n    #[test]\n    fn default_config_is_valid() {\n        let config = Config::default();\n        let errors = ConfigLoader::validate(&config);\n        assert!(\n            errors.is_empty(),\n            \"default config has validation errors: {:?}\",\n            errors\n        );\n    }\n\n    #[test]\n    fn missing_agent_binary_fails_validation() {\n        let mut config = Config::default();\n        config.agent.default = String::new();\n        let errors = ConfigLoader::validate(&config);\n        assert!(\n            errors.iter().any(|e| e.field == \"agent.default\"),\n            \"expected agent.default error, got: {:?}\",\n            errors\n        );\n    }\n\n    #[test]\n    fn zero_max_workers_fails_validation() {\n        let mut config = Config::default();\n        config.worker.max_workers = 0;\n        let errors = ConfigLoader::validate(&config);\n        assert!(\n            errors.iter().any(|e| e.field == \"worker.max_workers\"),\n            \"expected worker.max_workers error, got: {:?}\",\n            errors\n        );\n    }\n\n    #[test]\n    fn cli_overrides_apply() {\n        let mut config = Config::default();\n        let overrides = CliOverrides {\n            workspace: Some(PathBuf::from(\"/tmp/test-workspace\")),\n            agent_binary: Some(\"gpt4\".to_string()),\n            max_workers: Some(8),\n            ..Default::default()\n        };\n        ConfigLoader::apply_overrides(&mut config, overrides);\n        assert_eq!(\n            config.workspace.default,\n            PathBuf::from(\"/tmp/test-workspace\")\n        );\n        assert_eq!(config.agent.default, \"gpt4\");\n        assert_eq!(config.worker.max_workers, 8);\n    }\n\n    #[test]\n    fn missing_file_returns_default() {\n        let config = ConfigLoader::load_from_path(Path::new(\"/nonexistent/config.yaml\")).unwrap();\n        let errors = ConfigLoader::validate(&config);\n        assert!(errors.is_empty(), \"default config should be valid\");\n    }\n\n    #[test]\n    fn yaml_roundtrip() {\n        let config = Config::default();\n        let yaml = serde_yaml::to_string(&config).unwrap();\n        let decoded: Config = serde_yaml::from_str(&yaml).unwrap();\n        // Spot-check a few values\n        assert_eq!(config.agent.default, decoded.agent.default);\n        assert_eq!(config.worker.max_workers, decoded.worker.max_workers);\n    }\n\n    // ── Workspace config tests ──\n\n    #[test]\n    fn workspace_config_missing_returns_none() {\n        let dir = tempfile::tempdir().unwrap();\n        let result = ConfigLoader::load_workspace(dir.path()).unwrap();\n        assert!(result.is_none(), \"missing .needle.yaml should return None\");\n    }\n\n    #[test]\n    fn workspace_config_overrides_agent_default() {\n        let dir = tempfile::tempdir().unwrap();\n        std::fs::write(\n            dir.path().join(\".needle.yaml\"),\n            \"agent:\\n  default: opus\\n  timeout: 1200\\n\",\n        )\n        .unwrap();\n\n        let overrides = ConfigLoader::load_workspace(dir.path()).unwrap().unwrap();\n        let mut config = Config::default();\n        let mut sources = SourceMap::new();\n        ConfigLoader::apply_workspace(&mut config, &overrides, dir.path(), &mut sources);\n\n        assert_eq!(config.agent.default, \"opus\");\n        assert_eq!(config.agent.timeout, 1200);\n        assert!(\n            matches!(\n                sources.get(\"agent.default\"),\n                Some(ConfigSource::WorkspaceFile(_))\n            ),\n            \"agent.default source should be WorkspaceFile\"\n        );\n        assert!(\n            matches!(\n                sources.get(\"agent.timeout\"),\n                Some(ConfigSource::WorkspaceFile(_))\n            ),\n            \"agent.timeout source should be WorkspaceFile\"\n        );\n    }\n\n    #[test]\n    fn workspace_config_overrides_prompt() {\n        let dir = tempfile::tempdir().unwrap();\n        std::fs::write(\n            dir.path().join(\".needle.yaml\"),\n            \"prompt:\\n  context_files:\\n    - AGENTS.md\\n  instructions: test instructions\\n\",\n        )\n        .unwrap();\n\n        let overrides = ConfigLoader::load_workspace(dir.path()).unwrap().unwrap();\n        let mut config = Config::default();\n        let mut sources = SourceMap::new();\n        ConfigLoader::apply_workspace(&mut config, &overrides, dir.path(), &mut sources);\n\n        assert_eq!(\n            config.prompt.context_files,\n            vec![PathBuf::from(\"AGENTS.md\")]\n        );\n        assert_eq!(\n            config.prompt.instructions.as_deref(),\n            Some(\"test instructions\")\n        );\n    }\n\n    #[test]\n    fn workspace_config_global_used_when_absent() {\n        let dir = tempfile::tempdir().unwrap();\n        // No .needle.yaml — global config should remain unchanged.\n        let mut config = Config::default();\n        config.agent.default = \"global-agent\".to_string();\n\n        let ws_overrides = ConfigLoader::load_workspace(dir.path()).unwrap();\n        assert!(ws_overrides.is_none());\n        // Config remains as-is.\n        assert_eq!(config.agent.default, \"global-agent\");\n    }\n\n    #[test]\n    fn workspace_config_partial_agent_override() {\n        let dir = tempfile::tempdir().unwrap();\n        // Only override timeout, not default.\n        std::fs::write(dir.path().join(\".needle.yaml\"), \"agent:\\n  timeout: 999\\n\").unwrap();\n\n        let overrides = ConfigLoader::load_workspace(dir.path()).unwrap().unwrap();\n        let mut config = Config::default();\n        let original_agent = config.agent.default.clone();\n        let mut sources = SourceMap::new();\n        ConfigLoader::apply_workspace(&mut config, &overrides, dir.path(), &mut sources);\n\n        assert_eq!(\n            config.agent.default, original_agent,\n            \"default should not change\"\n        );\n        assert_eq!(config.agent.timeout, 999);\n        assert!(\n            !sources.contains_key(\"agent.default\"),\n            \"source should not be set for unchanged field\"\n        );\n    }\n\n    #[test]\n    fn non_overridable_keys_are_detected() {\n        // This tests the detection logic directly — warnings are emitted via tracing.\n        let yaml = \"worker:\\n  max_workers: 99\\nagent:\\n  default: opus\\ntelemetry:\\n  file_sink:\\n    enabled: false\\n\";\n        let path = Path::new(\"/test/.needle.yaml\");\n        // Should not return error — non-overridable keys produce warnings, not errors.\n        let result = ConfigLoader::warn_non_overridable_keys(yaml, path);\n        assert!(result.is_ok());\n    }\n\n    #[test]\n    fn workspace_overrides_deserialize_ignores_non_overridable() {\n        let yaml = \"agent:\\n  default: opus\\nworker:\\n  max_workers: 99\\n\";\n        let overrides: WorkspaceOverrides = serde_yaml::from_str(yaml).unwrap();\n        assert_eq!(\n            overrides.agent.as_ref().unwrap().default.as_deref(),\n            Some(\"opus\")\n        );\n        // WorkspaceOverrides doesn't have a worker field, so it's silently ignored.\n    }\n\n    #[test]\n    fn workspace_labels_parsed_from_needle_yaml() {\n        let dir = tempfile::tempdir().unwrap();\n        std::fs::write(\n            dir.path().join(\".needle.yaml\"),\n            \"workspace:\\n  labels: [rust, api, trading]\\n\",\n        )\n        .unwrap();\n\n        let overrides = ConfigLoader::load_workspace(dir.path()).unwrap().unwrap();\n        let mut config = Config::default();\n        let mut sources = SourceMap::new();\n        ConfigLoader::apply_workspace(&mut config, &overrides, dir.path(), &mut sources);\n\n        assert_eq!(\n            config.workspace.labels,\n            vec![\"rust\".to_string(), \"api\".to_string(), \"trading\".to_string()]\n        );\n        assert!(\n            matches!(\n                sources.get(\"workspace.labels\"),\n                Some(ConfigSource::WorkspaceFile(_))\n            ),\n            \"workspace.labels source should be WorkspaceFile\"\n        );\n    }\n\n    #[test]\n    fn workspace_labels_default_empty() {\n        let config = Config::default();\n        assert!(config.workspace.labels.is_empty());\n    }\n\n    #[test]\n    fn workspace_labels_not_set_leaves_default() {\n        let dir = tempfile::tempdir().unwrap();\n        std::fs::write(dir.path().join(\".needle.yaml\"), \"agent:\\n  default: opus\\n\").unwrap();\n\n        let overrides = ConfigLoader::load_workspace(dir.path()).unwrap().unwrap();\n        let mut config = Config::default();\n        let mut sources = SourceMap::new();\n        ConfigLoader::apply_workspace(&mut config, &overrides, dir.path(), &mut sources);\n\n        assert!(config.workspace.labels.is_empty());\n        assert!(!sources.contains_key(\"workspace.labels\"));\n    }\n\n    // ── Environment variable tests ──\n\n    #[test]\n    fn env_override_agent_default() {\n        let mut config = Config::default();\n        let mut sources = SourceMap::new();\n\n        // Temporarily set env var for this test.\n        let key = \"NEEDLE_AGENT__DEFAULT\";\n        std::env::set_var(key, \"env-opus\");\n        ConfigLoader::apply_env_overrides(&mut config, &mut sources);\n        std::env::remove_var(key);\n\n        assert_eq!(config.agent.default, \"env-opus\");\n        assert!(\n            matches!(sources.get(\"agent.default\"), Some(ConfigSource::EnvVar(k)) if k == key),\n            \"source should be EnvVar\"\n        );\n    }\n\n    #[test]\n    fn env_override_worker_max_workers() {\n        let mut config = Config::default();\n        let mut sources = SourceMap::new();\n\n        let key = \"NEEDLE_WORKER__MAX_WORKERS\";\n        std::env::set_var(key, \"12\");\n        ConfigLoader::apply_env_overrides(&mut config, &mut sources);\n        std::env::remove_var(key);\n\n        assert_eq!(config.worker.max_workers, 12);\n    }\n\n    #[test]\n    fn env_override_invalid_integer_ignored() {\n        let mut config = Config::default();\n        let original = config.agent.timeout;\n        let mut sources = SourceMap::new();\n\n        let key = \"NEEDLE_AGENT__TIMEOUT\";\n        std::env::set_var(key, \"not_a_number\");\n        ConfigLoader::apply_env_overrides(&mut config, &mut sources);\n        std::env::remove_var(key);\n\n        assert_eq!(\n            config.agent.timeout, original,\n            \"invalid env var should be ignored\"\n        );\n        assert!(!sources.contains_key(\"agent.timeout\"));\n    }\n\n    #[test]\n    fn env_override_beats_workspace_config() {\n        let dir = tempfile::tempdir().unwrap();\n        std::fs::write(\n            dir.path().join(\".needle.yaml\"),","numLines":2463,"startLine":1,"totalLines":3907,"truncatedByTokenCap":true}}}
{"type":"system","subtype":"status","status":"requesting","uuid":"f8fc89c1-6c36-48c4-b3b5-a6584cadd440","session_id":"01df7ea3-ea98-44c6-b13e-365cfc94078f"}
{"type":"stream_event","event":{"type":"message_start","message":{"id":"msg_20260625195443a1fa0677e47a48de","type":"message","role":"assistant","model":"glm-4.7","content":[],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":0,"output_tokens":0}}},"session_id":"01df7ea3-ea98-44c6-b13e-365cfc94078f","parent_tool_use_id":null,"uuid":"863b02c1-0f79-435c-9a37-19d5f54c2b6f","ttft_ms":2341}
{"type":"stream_event","event":{"type":"content_block_start","index":0,"content_block":{"type":"thinking","thinking":"","signature":"35f412430424404e82341f0b"}},"session_id":"01df7ea3-ea98-44c6-b13e-365cfc94078f","parent_tool_use_id":null,"uuid":"a082c664-2d8d-48d2-9eca-d35c488a28b2"}
{"type":"system","subtype":"thinking_tokens","estimated_tokens":1,"estimated_tokens_delta":1,"uuid":"4e81cb3e-8829-4eb1-91d9-1f8731c896c1","session_id":"01df7ea3-ea98-44c6-b13e-365cfc94078f"}
{"type":"stream_event","event":{"type":"content_block_delta","index":0,"delta":{"type":"thinking_delta","thinking":"Let"}},"session_id":"01df7ea3-ea98-44c6-b13e-365cfc94078f","parent_tool_use_id":null,"uuid":"54abbb23-0e8f-4553-93f8-039aad7c227f"}
{"type":"system","subtype":"thinking_tokens","estimated_tokens":2,"estimated_tokens_delta":1,"uuid":"9d92b87e-ca14-42fb-8a9c-2f72aae35a34","session_id":"01df7ea3-ea98-44c6-b13e-365cfc94078f"}
{"type":"stream_event","event":{"type":"content_block_delta","index":0,"delta":{"type":"thinking_delta","thinking":" me"}},"session_id":"01df7ea3-ea98-44c6-b13e-365cfc94078f","parent_tool_use_id":null,"uuid":"38bfedd5-dfc6-46f7-9941-d0a2b6f80fc8"}
{"type":"system","subtype":"thinking_tokens","estimated_tokens":5,"estimated_tokens_delta":3,"uuid":"4bee9d2e-eaed-4e18-b38b-9e0a81c5ffd0","session_id":"01df7ea3-ea98-44c6-b13e-365cfc94078f"}
{"type":"stream_event","event":{"type":"content_block_delta","index":0,"delta":{"type":"thinking_delta","thinking":" continue"}},"session_id":"01df7ea3-ea98-44c6-b13e-365cfc94078f","parent_tool_use_id":null,"uuid":"0c9311d6-1fd0-40a1-813c-57723a289174"}
{"type":"system","subtype":"thinking_tokens","estimated_tokens":7,"estimated_tokens_delta":2,"uuid":"1f198e74-00e1-438d-bcf3-dc7adc070f17","session_id":"01df7ea3-ea98-44c6-b13e-365cfc94078f"}
{"type":"stream_event","event":{"type":"content_block_delta","index":0,"delta":{"type":"thinking_delta","thinking":" reading"}},"session_id":"01df7ea3-ea98-44c6-b13e-365cfc94078f","parent_tool_use_id":null,"uuid":"4d4e12a5-49fc-4a72-ad25-2131c3e31478"}
{"type":"system","subtype":"thinking_tokens","estimated_tokens":8,"estimated_tokens_delta":1,"uuid":"adc66fa9-0a94-4d08-abb7-e5557b903d69","session_id":"01df7ea3-ea98-44c6-b13e-365cfc94078f"}
{"type":"stream_event","event":{"type":"content_block_delta","index":0,"delta":{"type":"thinking_delta","thinking":" the"}},"session_id":"01df7ea3-ea98-44c6-b13e-365cfc94078f","parent_tool_use_id":null,"uuid":"b64538b9-66c3-4c11-a4a1-5a4b458c065c"}
{"type":"system","subtype":"thinking_tokens","estimated_tokens":10,"estimated_tokens_delta":2,"uuid":"eb96b9eb-472a-4e28-927e-581a78215482","session_id":"01df7ea3-ea98-44c6-b13e-365cfc94078f"}
{"type":"stream_event","event":{"type":"content_block_delta","index":0,"delta":{"type":"thinking_delta","thinking":" worker"}},"session_id":"01df7ea3-ea98-44c6-b13e-365cfc94078f","parent_tool_use_id":null,"uuid":"349b0f03-9c8b-4a10-a70d-804f294368b6"}
{"type":"system","subtype":"thinking_tokens","estimated_tokens":11,"estimated_tokens_delta":1,"uuid":"f05e1982-3760-49e0-92f3-6018bf0826ca","session_id":"01df7ea3-ea98-44c6-b13e-365cfc94078f"}
{"type":"stream_event","event":{"type":"content_block_delta","index":0,"delta":{"type":"thinking_delta","thinking":"/mod"}},"session_id":"01df7ea3-ea98-44c6-b13e-365cfc94078f","parent_tool_use_id":null,"uuid":"99de8cba-2408-45fd-bc90-c8fc08d882ea"}
{"type":"system","subtype":"thinking_tokens","estimated_tokens":12,"estimated_tokens_delta":1,"uuid":"2fa0877e-4144-4d63-b7de-c989feafd0f5","session_id":"01df7ea3-ea98-44c6-b13e-365cfc94078f"}
{"type":"stream_event","event":{"type":"content_block_delta","index":0,"delta":{"type":"thinking_delta","thinking":".rs"}},"session_id":"01df7ea3-ea98-44c6-b13e-365cfc94078f","parent_tool_use_id":null,"uuid":"0c3e52a1-9958-4e19-9ba5-b630f76b6dc3"}
{"type":"system","subtype":"thinking_tokens","estimated_tokens":14,"estimated_tokens_delta":2,"uuid":"c27e9449-9fc3-4f3a-b3c5-e43da477b8b1","session_id":"01df7ea3-ea98-44c6-b13e-365cfc94078f"}
{"type":"stream_event","event":{"type":"content_block_delta","index":0,"delta":{"type":"thinking_delta","thinking":" file"}},"session_id":"01df7ea3-ea98-44c6-b13e-365cfc94078f","parent_tool_use_id":null,"uuid":"ab625daf-4f62-4743-ba45-decec6384d74"}
{"type":"system","subtype":"thinking_tokens","estimated_tokens":15,"estimated_tokens_delta":1,"uuid":"7d71e7cc-be1b-4270-98ff-7f48ff6ca441","session_id":"01df7ea3-ea98-44c6-b13e-365cfc94078f"}
{"type":"stream_event","event":{"type":"content_block_delta","index":0,"delta":{"type":"thinking_delta","thinking":" to"}},"session_id":"01df7ea3-ea98-44c6-b13e-365cfc94078f","parent_tool_use_id":null,"uuid":"df72a3a6-380b-4ae7-aa70-0c8d6a69687f"}
{"type":"system","subtype":"thinking_tokens","estimated_tokens":16,"estimated_tokens_delta":1,"uuid":"0cb5f1d7-6295-48ce-b354-27dc3ca11287","session_id":"01df7ea3-ea98-44c6-b13e-365cfc94078f"}
{"type":"stream_event","event":{"type":"content_block_delta","index":0,"delta":{"type":"thinking_delta","thinking":" see"}},"session_id":"01df7ea3-ea98-44c6-b13e-365cfc94078f","parent_tool_use_id":null,"uuid":"c6a08ca3-e71b-4695-85f1-841371318b55"}
{"type":"system","subtype":"thinking_tokens","estimated_tokens":17,"estimated_tokens_delta":1,"uuid":"3d7adc17-3438-432f-a533-40d538f9b075","session_id":"01df7ea3-ea98-44c6-b13e-365cfc94078f"}
{"type":"stream_event","event":{"type":"content_block_delta","index":0,"delta":{"type":"thinking_delta","thinking":" the"}},"session_id":"01df7ea3-ea98-44c6-b13e-365cfc94078f","parent_tool_use_id":null,"uuid":"6fbf1214-0661-4f67-9e10-4b2db49605f5"}
{"type":"system","subtype":"thinking_tokens","estimated_tokens":19,"estimated_tokens_delta":2,"uuid":"ea2cc3ce-8096-4ffe-8110-f1c0ce2e1108","session_id":"01df7ea3-ea98-44c6-b13e-365cfc94078f"}
{"type":"stream_event","event":{"type":"content_block_delta","index":0,"delta":{"type":"thinking_delta","thinking":" rest"}},"session_id":"01df7ea3-ea98-44c6-b13e-365cfc94078f","parent_tool_use_id":null,"uuid":"606b10c6-7284-4523-92aa-794cd95d09be"}
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{"type":"user","message":{"role":"user","content":[{"tool_use_id":"call_7e162ccc01c340ffa1c00f29","type":"tool_result","content":"2890\t\n2891\t        let model_name = default_adapter.model.as_deref().unwrap_or(\"\");\n2892\t\n2893\t        // Evaluate rules in order (first match wins).\n2894\t        for rule in &routing_config.rules {\n2895\t            // Match the pattern against the model name using regex.\n2896\t            match regex::Regex::new(&rule.match_model) {\n2897\t                Ok(re) => {\n2898\t                    if re.is_match(model_name) {\n2899\t                        tracing::debug!(\n2900\t                            model = %model_name,\n2901\t                            pattern = %rule.match_model,\n2902\t                            adapter = %rule.adapter,\n2903\t                            \"routing rule matched\"\n2904\t                        );\n2905\t                        return Ok((rule.adapter.clone(), rule.match_model.clone()));\n2906\t                    }\n2907\t                }\n2908\t                Err(e) => {\n2909\t                    tracing::warn!(\n2910\t                        pattern = %rule.match_model,\n2911\t                        error = %e,\n2912\t                        \"invalid regex in routing rule, skipping\"\n2913\t                    );\n2914\t                    // Continue to next rule instead of failing.\n2915\t                }\n2916\t            }\n2917\t        }\n2918\t\n2919\t        // No rules matched.\n2920\t        // If strict mode is enabled, fail with a clear error.\n2921\t        if routing_config.strict {\n2922\t            let bead_id = self.current_bead.as_ref().map(|b| b.id.clone());\n2923\t            if let Some(id) = bead_id {\n2924\t                // Emit RoutingFailed telemetry event.\n2925\t                let _ = self.telemetry.emit(EventKind::RoutingFailed {\n2926\t                    bead_id: id,\n2927\t                    model: model_name.to_string(),\n2928\t                    rules_tried: routing_config.rules.len() as u32,\n2929\t                });\n2930\t            }\n2931\t            bail!(\n2932\t                \"no routing rule matched model '{}' — add a rule to agent.routing.rules or set routing.strict: false to fall back to the default adapter\",\n2933\t                model_name\n2934\t            );\n2935\t        }\n2936\t\n2937\t        // Strict mode disabled - use routing default or fall back to the configured default.\n2938\t        if let Some(ref default_adapter_name) = routing_config.default_adapter {\n2939\t            Ok((default_adapter_name.clone(), \"routing-default\".to_string()))\n2940\t        } else {\n2941\t            Ok((default_adapter.name.clone(), \"default\".to_string()))\n2942\t        }\n2943\t    }\n2944\t\n2945\t    /// Check daily budget and emit appropriate telemetry / trigger shutdown.\n2946\t    fn check_budget(&mut self) -> Result<()> {\n2947\t        // Skip if no budget configured.\n2948\t        if self.config.budget.warn_usd <= 0.0 && self.config.budget.stop_usd <= 0.0 {\n2949\t            return Ok(());\n2950\t        }\n2951\t\n2952\t        // Resolve log directory for scanning.\n2953\t        let log_dir = self\n2954\t            .config\n2955\t            .telemetry\n2956\t            .file_sink\n2957\t            .log_dir\n2958\t            .clone()\n2959\t            .unwrap_or_else(|| self.config.workspace.home.join(\"logs\"));\n2960\t        let daily_cost = cost::scan_daily_cost(&log_dir);\n2961\t\n2962\t        match cost::check_budget(daily_cost, &self.config.budget) {\n2963\t            BudgetCheck::Ok => {}\n2964\t            BudgetCheck::Warn {\n2965\t                daily_cost,\n2966\t                threshold,\n2967\t            } => {\n2968\t                tracing::warn!(\n2969\t                    daily_cost = %format!(\"{:.2}\", daily_cost),\n2970\t                    threshold = %format!(\"{:.2}\", threshold),\n2971\t                    \"daily cost exceeds warning threshold\"\n2972\t                );\n2973\t                self.telemetry.emit(EventKind::BudgetWarning {\n2974\t                    daily_cost,\n2975\t                    threshold,\n2976\t                })?;\n2977\t            }\n2978\t            BudgetCheck::Stop {\n2979\t                daily_cost,\n2980\t                threshold,\n2981\t            } => {\n2982\t                tracing::error!(\n2983\t                    daily_cost = %format!(\"{:.2}\", daily_cost),\n2984\t                    threshold = %format!(\"{:.2}\", threshold),\n2985\t                    \"daily cost exceeds stop threshold — shutting down\"\n2986\t                );\n2987\t                self.telemetry.emit(EventKind::BudgetStop {\n2988\t                    daily_cost,\n2989\t                    threshold,"}]},"parent_tool_use_id":null,"session_id":"01df7ea3-ea98-44c6-b13e-365cfc94078f","uuid":"7ff837f0-db9d-4141-a4b3-733f2ef19f5b","timestamp":"2026-06-25T11:54:48.469Z","tool_use_result":{"type":"text","file":{"filePath":"/home/coding/NEEDLE/src/worker/mod.rs","content":"\n        let model_name = default_adapter.model.as_deref().unwrap_or(\"\");\n\n        // Evaluate rules in order (first match wins).\n        for rule in &routing_config.rules {\n            // Match the pattern against the model name using regex.\n            match regex::Regex::new(&rule.match_model) {\n                Ok(re) => {\n                    if re.is_match(model_name) {\n                        tracing::debug!(\n                            model = %model_name,\n                            pattern = %rule.match_model,\n                            adapter = %rule.adapter,\n                            \"routing rule matched\"\n                        );\n                        return Ok((rule.adapter.clone(), rule.match_model.clone()));\n                    }\n                }\n                Err(e) => {\n                    tracing::warn!(\n                        pattern = %rule.match_model,\n                        error = %e,\n                        \"invalid regex in routing rule, skipping\"\n                    );\n                    // Continue to next rule instead of failing.\n                }\n            }\n        }\n\n        // No rules matched.\n        // If strict mode is enabled, fail with a clear error.\n        if routing_config.strict {\n            let bead_id = self.current_bead.as_ref().map(|b| b.id.clone());\n            if let Some(id) = bead_id {\n                // Emit RoutingFailed telemetry event.\n                let _ = self.telemetry.emit(EventKind::RoutingFailed {\n                    bead_id: id,\n                    model: model_name.to_string(),\n                    rules_tried: routing_config.rules.len() as u32,\n                });\n            }\n            bail!(\n                \"no routing rule matched model '{}' — add a rule to agent.routing.rules or set routing.strict: false to fall back to the default adapter\",\n                model_name\n            );\n        }\n\n        // Strict mode disabled - use routing default or fall back to the configured default.\n        if let Some(ref default_adapter_name) = routing_config.default_adapter {\n            Ok((default_adapter_name.clone(), \"routing-default\".to_string()))\n        } else {\n            Ok((default_adapter.name.clone(), \"default\".to_string()))\n        }\n    }\n\n    /// Check daily budget and emit appropriate telemetry / trigger shutdown.\n    fn check_budget(&mut self) -> Result<()> {\n        // Skip if no budget configured.\n        if self.config.budget.warn_usd <= 0.0 && self.config.budget.stop_usd <= 0.0 {\n            return Ok(());\n        }\n\n        // Resolve log directory for scanning.\n        let log_dir = self\n            .config\n            .telemetry\n            .file_sink\n            .log_dir\n            .clone()\n            .unwrap_or_else(|| self.config.workspace.home.join(\"logs\"));\n        let daily_cost = cost::scan_daily_cost(&log_dir);\n\n        match cost::check_budget(daily_cost, &self.config.budget) {\n            BudgetCheck::Ok => {}\n            BudgetCheck::Warn {\n                daily_cost,\n                threshold,\n            } => {\n                tracing::warn!(\n                    daily_cost = %format!(\"{:.2}\", daily_cost),\n                    threshold = %format!(\"{:.2}\", threshold),\n                    \"daily cost exceeds warning threshold\"\n                );\n                self.telemetry.emit(EventKind::BudgetWarning {\n                    daily_cost,\n                    threshold,\n                })?;\n            }\n            BudgetCheck::Stop {\n                daily_cost,\n                threshold,\n            } => {\n                tracing::error!(\n                    daily_cost = %format!(\"{:.2}\", daily_cost),\n                    threshold = %format!(\"{:.2}\", threshold),\n                    \"daily cost exceeds stop threshold — shutting down\"\n                );\n                self.telemetry.emit(EventKind::BudgetStop {\n                    daily_cost,\n                    threshold,","numLines":100,"startLine":2890,"totalLines":4452}}}
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{"type":"user","message":{"role":"user","content":[{"tool_use_id":"call_afcd8af21c254cbcbeb558d3","type":"tool_result","content":"1\t//! Structured telemetry — JSONL event stream, never on stdout/stderr.\n2\t//!\n3\t//! Every state transition, claim attempt, dispatch, and outcome emits a typed\n4\t//! event. The emitter is non-blocking: events are queued and written by a\n5\t//! background task. A broken sink never blocks or panics the worker.\n6\t//!\n7\t//! ## Architecture\n8\t//! ```text\n9\t//! worker → emit() → mpsc::Sender → [background task] → TelemetryBus → Vec<Box<dyn Sink>>\n10\t//! ```\n11\t//!\n12\t//! Depends on: `types`.\n13\t\n14\tuse std::path::{Path, PathBuf};\n15\tuse std::sync::atomic::{AtomicU64, Ordering};\n16\tuse std::sync::Arc;\n17\t\n18\tuse anyhow::{Context, Result};\n19\tuse chrono::{DateTime, Utc};\n20\tuse serde::{Deserialize, Serialize};\n21\tuse tokio::sync::mpsc;\n22\t\n23\tuse crate::config::{ColorMode, HookConfig, StdoutFormat, StdoutSinkConfig, TelemetryConfig};\n24\tuse crate::types::{BeadId, WorkerId, WorkerState};\n25\t\n26\t// ─── OTLP Sink (feature-gated) ───────────────────────────────────────────────────\n27\t\n28\t#[cfg(feature = \"otlp\")]\n29\tpub mod otlp;\n30\t\n31\t#[cfg(feature = \"otlp\")]\n32\tpub use otlp::{create_tracing_layer, OtlpSink};\n33\t\n34\t// ─── Test Utilities ────────────────────────────────────────────────────────────\n35\t\n36\t#[cfg(test)]\n37\tpub mod test_utils;\n38\t\n39\t// ─── TelemetryEvent ──────────────────────────────────────────────────────────\n40\t\n41\t/// A single structured telemetry record.\n42\t#[derive(Debug, Clone, Serialize, Deserialize)]\n43\tpub struct TelemetryEvent {\n44\t    /// UTC timestamp with millisecond precision.\n45\t    pub timestamp: DateTime<Utc>,\n46\t    /// Discriminant string, e.g. `\"state_transition\"`.\n47\t    pub event_type: String,\n48\t    /// The worker that emitted this event.\n49\t    pub worker_id: WorkerId,\n50\t    /// Session identifier (8 hex chars, unique per worker boot).\n51\t    pub session_id: String,\n52\t    /// Monotonically increasing counter within the session.\n53\t    pub sequence: u64,\n54\t    /// Bead context when relevant.\n55\t    #[serde(skip_serializing_if = \"Option::is_none\")]\n56\t    pub bead_id: Option<BeadId>,\n57\t    /// Workspace directory when relevant.\n58\t    #[serde(skip_serializing_if = \"Option::is_none\")]\n59\t    pub workspace: Option<PathBuf>,\n60\t    /// Event-specific payload as a JSON value.\n61\t    pub data: serde_json::Value,\n62\t    /// Optional duration in milliseconds for timed operations.\n63\t    #[serde(skip_serializing_if = \"Option::is_none\")]\n64\t    pub duration_ms: Option<u64>,\n65\t    /// W3C trace-id hex (32 lowercase hex chars). Present only when emitted inside an OTel span.\n66\t    #[serde(skip_serializing_if = \"Option::is_none\")]\n67\t    pub trace_id: Option<String>,\n68\t    /// W3C span-id hex (16 lowercase hex chars). Present only when emitted inside an OTel span.\n69\t    #[serde(skip_serializing_if = \"Option::is_none\")]\n70\t    pub span_id: Option<String>,\n71\t}\n72\t\n73\t// ─── EventKind ───────────────────────────────────────────────────────────────\n74\t\n75\t/// Typed event variants emitted by all NEEDLE components.\n76\t///\n77\t/// Every variant maps to a `TelemetryEvent` with `event_type` matching\n78\t/// the snake_case discriminant name.\n79\t#[derive(Debug, Clone)]\n80\t#[non_exhaustive]\n81\tpub enum EventKind {\n82\t    // ── Worker lifecycle ──\n83\t    WorkerBooting {\n84\t        worker_name: String,\n85\t        version: String,\n86\t    },\n87\t    WorkerStarted {\n88\t        worker_name: String,\n89\t        version: String,\n90\t    },\n91\t    WorkerStopped {\n92\t        reason: String,\n93\t        beads_processed: u64,\n94\t        uptime_secs: u64,\n95\t    },\n96\t    WorkerErrored {\n97\t        error_type: String,\n98\t        error_message: String,\n99\t        beads_processed: u64,\n100\t    },\n101\t    WorkerExhausted {\n102\t        cycle_count: u64,\n103\t        last_strand: String,\n104\t        /// How many times the waterfall restarted before exhausting.\n105\t        waterfall_restarts: u32,\n106\t        /// Name of each strand that returned WorkCreated (one entry per restart).\n107\t        restart_triggers: Vec<String>,\n108\t        /// All strand evaluations in order, across all waterfall passes.\n109\t        /// Each entry is (strand_name, result, duration_ms) for diagnostic visibility.\n110\t        strand_evaluations: Vec<(String, String, u64)>,\n111\t    },\n112\t    WorkerIdle {\n113\t        backoff_seconds: u64,\n114\t    },\n115\t    IdleSleepCompleted {\n116\t        backoff_secs: u64,\n117\t        elapsed_secs: u64,\n118\t        shutdown_checks: u64,\n119\t    },\n120\t    IdleSleepEntered {\n121\t        backoff_secs: u64,\n122\t        beads_processed: u64,\n123\t        uptime_secs: u64,\n124\t    },\n125\t    StateTransition {\n126\t        from: WorkerState,\n127\t        to: WorkerState,\n128\t    },\n129\t    InitStepStarted {\n130\t        step: String,\n131\t    },\n132\t    InitStepCompleted {\n133\t        step: String,\n134\t        duration_ms: u64,\n135\t    },\n136\t    WorkerBootTimeout {\n137\t        elapsed_ms: u64,\n138\t    },\n139\t\n140\t    // ── Strand evaluation ──\n141\t    StrandEvaluated {\n142\t        strand_name: String,\n143\t        result: String,\n144\t        duration_ms: u64,\n145\t    },\n146\t    StrandSkipped {\n147\t        strand_name: String,\n148\t        reason: String,\n149\t    },\n150\t    QueueEmpty,\n151\t\n152\t    // ── Bead claim ──\n153\t    ClaimAttempt {\n154\t        bead_id: BeadId,\n155\t        attempt: u32,\n156\t    },\n157\t    ClaimSuccess {\n158\t        bead_id: BeadId,\n159\t        priority: i32,\n160\t        strand: String,\n161\t    },\n162\t    ClaimRaceLost {\n163\t        bead_id: BeadId,\n164\t    },\n165\t    ClaimFailed {\n166\t        bead_id: BeadId,\n167\t        reason: String,\n168\t    },\n169\t    ClaimRaceLostSkipped {\n170\t        consecutive_losses: u32,\n171\t        threshold: u32,\n172\t    },\n173\t\n174\t    // ── Bead lifecycle ──\n175\t    BeadReleased {\n176\t        bead_id: BeadId,\n177\t        reason: String,\n178\t    },\n179\t    BeadReleaseFailed {\n180\t        bead_id: BeadId,\n181\t        reason: String,\n182\t    },\n183\t    BeadCompleted {\n184\t        bead_id: BeadId,\n185\t        duration_ms: u64,\n186\t    },\n187\t    BeadOrphaned {\n188\t        bead_id: BeadId,\n189\t    },\n190\t\n191\t    // ── Agent dispatch ──\n192\t    DispatchStarted {\n193\t        bead_id: BeadId,\n194\t        agent: String,\n195\t        prompt_len: usize,\n196\t        /// Template name used to build the prompt (e.g., `\"pluck\"`).\n197\t        template_name: String,\n198\t        /// Version tag identifying which variant was used (e.g., `\"pluck-default\"`, `\"pluck-v2\"`).\n199\t        template_version: String,\n200\t        /// SHA-256 hex digest of the rendered prompt content."}]},"parent_tool_use_id":null,"session_id":"01df7ea3-ea98-44c6-b13e-365cfc94078f","uuid":"9c76099e-a64d-47a5-be85-27e0178f9381","timestamp":"2026-06-25T11:54:48.582Z","tool_use_result":{"type":"text","file":{"filePath":"/home/coding/NEEDLE/src/telemetry/mod.rs","content":"//! Structured telemetry — JSONL event stream, never on stdout/stderr.\n//!\n//! Every state transition, claim attempt, dispatch, and outcome emits a typed\n//! event. The emitter is non-blocking: events are queued and written by a\n//! background task. A broken sink never blocks or panics the worker.\n//!\n//! ## Architecture\n//! ```text\n//! worker → emit() → mpsc::Sender → [background task] → TelemetryBus → Vec<Box<dyn Sink>>\n//! ```\n//!\n//! Depends on: `types`.\n\nuse std::path::{Path, PathBuf};\nuse std::sync::atomic::{AtomicU64, Ordering};\nuse std::sync::Arc;\n\nuse anyhow::{Context, Result};\nuse chrono::{DateTime, Utc};\nuse serde::{Deserialize, Serialize};\nuse tokio::sync::mpsc;\n\nuse crate::config::{ColorMode, HookConfig, StdoutFormat, StdoutSinkConfig, TelemetryConfig};\nuse crate::types::{BeadId, WorkerId, WorkerState};\n\n// ─── OTLP Sink (feature-gated) ───────────────────────────────────────────────────\n\n#[cfg(feature = \"otlp\")]\npub mod otlp;\n\n#[cfg(feature = \"otlp\")]\npub use otlp::{create_tracing_layer, OtlpSink};\n\n// ─── Test Utilities ────────────────────────────────────────────────────────────\n\n#[cfg(test)]\npub mod test_utils;\n\n// ─── TelemetryEvent ──────────────────────────────────────────────────────────\n\n/// A single structured telemetry record.\n#[derive(Debug, Clone, Serialize, Deserialize)]\npub struct TelemetryEvent {\n    /// UTC timestamp with millisecond precision.\n    pub timestamp: DateTime<Utc>,\n    /// Discriminant string, e.g. `\"state_transition\"`.\n    pub event_type: String,\n    /// The worker that emitted this event.\n    pub worker_id: WorkerId,\n    /// Session identifier (8 hex chars, unique per worker boot).\n    pub session_id: String,\n    /// Monotonically increasing counter within the session.\n    pub sequence: u64,\n    /// Bead context when relevant.\n    #[serde(skip_serializing_if = \"Option::is_none\")]\n    pub bead_id: Option<BeadId>,\n    /// Workspace directory when relevant.\n    #[serde(skip_serializing_if = \"Option::is_none\")]\n    pub workspace: Option<PathBuf>,\n    /// Event-specific payload as a JSON value.\n    pub data: serde_json::Value,\n    /// Optional duration in milliseconds for timed operations.\n    #[serde(skip_serializing_if = \"Option::is_none\")]\n    pub duration_ms: Option<u64>,\n    /// W3C trace-id hex (32 lowercase hex chars). Present only when emitted inside an OTel span.\n    #[serde(skip_serializing_if = \"Option::is_none\")]\n    pub trace_id: Option<String>,\n    /// W3C span-id hex (16 lowercase hex chars). Present only when emitted inside an OTel span.\n    #[serde(skip_serializing_if = \"Option::is_none\")]\n    pub span_id: Option<String>,\n}\n\n// ─── EventKind ───────────────────────────────────────────────────────────────\n\n/// Typed event variants emitted by all NEEDLE components.\n///\n/// Every variant maps to a `TelemetryEvent` with `event_type` matching\n/// the snake_case discriminant name.\n#[derive(Debug, Clone)]\n#[non_exhaustive]\npub enum EventKind {\n    // ── Worker lifecycle ──\n    WorkerBooting {\n        worker_name: String,\n        version: String,\n    },\n    WorkerStarted {\n        worker_name: String,\n        version: String,\n    },\n    WorkerStopped {\n        reason: String,\n        beads_processed: u64,\n        uptime_secs: u64,\n    },\n    WorkerErrored {\n        error_type: String,\n        error_message: String,\n        beads_processed: u64,\n    },\n    WorkerExhausted {\n        cycle_count: u64,\n        last_strand: String,\n        /// How many times the waterfall restarted before exhausting.\n        waterfall_restarts: u32,\n        /// Name of each strand that returned WorkCreated (one entry per restart).\n        restart_triggers: Vec<String>,\n        /// All strand evaluations in order, across all waterfall passes.\n        /// Each entry is (strand_name, result, duration_ms) for diagnostic visibility.\n        strand_evaluations: Vec<(String, String, u64)>,\n    },\n    WorkerIdle {\n        backoff_seconds: u64,\n    },\n    IdleSleepCompleted {\n        backoff_secs: u64,\n        elapsed_secs: u64,\n        shutdown_checks: u64,\n    },\n    IdleSleepEntered {\n        backoff_secs: u64,\n        beads_processed: u64,\n        uptime_secs: u64,\n    },\n    StateTransition {\n        from: WorkerState,\n        to: WorkerState,\n    },\n    InitStepStarted {\n        step: String,\n    },\n    InitStepCompleted {\n        step: String,\n        duration_ms: u64,\n    },\n    WorkerBootTimeout {\n        elapsed_ms: u64,\n    },\n\n    // ── Strand evaluation ──\n    StrandEvaluated {\n        strand_name: String,\n        result: String,\n        duration_ms: u64,\n    },\n    StrandSkipped {\n        strand_name: String,\n        reason: String,\n    },\n    QueueEmpty,\n\n    // ── Bead claim ──\n    ClaimAttempt {\n        bead_id: BeadId,\n        attempt: u32,\n    },\n    ClaimSuccess {\n        bead_id: BeadId,\n        priority: i32,\n        strand: String,\n    },\n    ClaimRaceLost {\n        bead_id: BeadId,\n    },\n    ClaimFailed {\n        bead_id: BeadId,\n        reason: String,\n    },\n    ClaimRaceLostSkipped {\n        consecutive_losses: u32,\n        threshold: u32,\n    },\n\n    // ── Bead lifecycle ──\n    BeadReleased {\n        bead_id: BeadId,\n        reason: String,\n    },\n    BeadReleaseFailed {\n        bead_id: BeadId,\n        reason: String,\n    },\n    BeadCompleted {\n        bead_id: BeadId,\n        duration_ms: u64,\n    },\n    BeadOrphaned {\n        bead_id: BeadId,\n    },\n\n    // ── Agent dispatch ──\n    DispatchStarted {\n        bead_id: BeadId,\n        agent: String,\n        prompt_len: usize,\n        /// Template name used to build the prompt (e.g., `\"pluck\"`).\n        template_name: String,\n        /// Version tag identifying which variant was used (e.g., `\"pluck-default\"`, `\"pluck-v2\"`).\n        template_version: String,\n        /// SHA-256 hex digest of the rendered prompt content.","numLines":200,"startLine":1,"totalLines":5675}}}
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BeadId,\n262\t        peer_worker: String,\n263\t    },\n264\t    HealthCheck {\n265\t        db_healthy: bool,\n266\t        disk_free_mb: u64,\n267\t        peer_count: u32,\n268\t    },\n269\t    FleetCpuSaturated {\n270\t        load_average: f64,\n271\t        threshold: f64,\n272\t        core_count: usize,\n273\t    },\n274\t    FleetMemoryLow {\n275\t        free_mb: u64,\n276\t        threshold_mb: u64,\n277\t    },\n278\t\n279\t    // ── Mend strand ──\n280\t    MendOrphanedLockRemoved {\n281\t        lock_path: String,\n282\t        age_secs: u64,\n283\t    },\n284\t    MendDependencyCleaned {\n285\t        bead_id: BeadId,\n286\t        blocker_id: BeadId,\n287\t    },\n288\t    MendDbRepaired {\n289\t        warnings: u32,\n290\t        fixed: u32,\n291\t    },\n292\t    MendDbRebuilt,\n293\t    MendCycleSummary {\n294\t        beads_released: u32,\n295\t        locks_removed: u32,\n296\t        deps_cleaned: u32,\n297\t        db_repaired: bool,\n298\t        db_rebuilt: bool,\n299\t        agent_logs_cleaned: u32,\n300\t        zero_activity_logs_cleaned: u32,\n301\t        traces_pruned: u32,\n302\t        traces_deleted: u32,\n303\t        workers_deregistered: u32,\n304\t        idle_workers_flagged: u32,\n305\t        rate_limits_cleaned: u32,\n306\t    },\n307\t    MendTraceCleanup {\n308\t        traces_pruned: u32,\n309\t        traces_deleted: u32,\n310\t    },\n311\t    MendLearningCleanup {\n312\t        pruned: u32,\n313\t        consolidated: u32,\n314\t    },\n315\t    MendIdleWorkerFlagged {\n316\t        worker_id: String,\n317\t        pid: u32,\n318\t        age_secs: u64,\n319\t    },\n320\t    MendWorkerDeregistered {\n321\t        worker_id: String,\n322\t        pid: u32,\n323\t    },\n324\t    MendOrphanedHeartbeatRemoved {\n325\t        worker_id: String,\n326\t        age_secs: u64,\n327\t    },\n328\t    MendDependencyRemoved {\n329\t        bead_id: BeadId,\n330\t        blocker_id: BeadId,\n331\t    },\n332\t    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Depends on: `types`, `config`, `telemetry`, `prompt`, `trace`.\n8\t\n9\tuse std::collections::HashMap;\n10\tuse std::path::{Path, PathBuf};\n11\tuse std::process::Command as ProcessCommand;\n12\tuse std::sync::Arc;\n13\tuse std::time::{Duration, Instant};\n14\t\n15\tuse anyhow::{Context, Result};\n16\tuse libc;\n17\tuse regex::Regex;\n18\tuse serde::{Deserialize, Serialize};\n19\tuse tokio::io::{AsyncBufReadExt, AsyncReadExt, AsyncWriteExt};\n20\t\n21\tuse crate::config::Config;\n22\tuse crate::prompt::BuiltPrompt;\n23\tuse crate::sanitize::{CustomPattern, Sanitizer};\n24\tuse crate::telemetry::{EventKind, Telemetry};\n25\tuse crate::trace::{detect_trace_format, TraceCapture, TraceMetadata};\n26\tuse crate::types::{BeadId, InputMethod, Outcome};\n27\t\n28\t// ──────────────────────────────────────────────────────────────────────────────\n29\t// ExecutionResult\n30\t// ──────────────────────────────────────────────────────────────────────────────\n31\t\n32\t/// Raw output from an agent process execution.\n33\t#[derive(Debug, Clone)]\n34\tpub struct ExecutionResult {\n35\t    /// Process exit code (124 if killed by timeout).\n36\t    pub exit_code: i32,\n37\t    /// Captured stdout.\n38\t    pub stdout: String,\n39\t    /// Captured stderr.\n40\t    pub stderr: String,\n41\t    /// Wall-clock time from spawn to exit.\n42\t    pub elapsed: Duration,\n43\t    /// OS process ID.\n44\t    pub pid: u32,\n45\t    /// Path to trace directory if trace capture was enabled.\n46\t    pub trace_path: Option<std::path::PathBuf>,\n47\t}\n48\t\n49\t// ──────────────────────────────────────────────────────────────────────────────\n50\t// Token extraction\n51\t// ──────────────────────────────────────────────────────────────────────────────\n52\t\n53\t/// How to extract token usage from agent output.\n54\t#[derive(Debug, Clone, Default, Serialize, Deserialize, PartialEq, Eq)]\n55\t#[serde(tag = \"method\", rename_all = \"snake_case\")]\n56\tpub enum TokenExtraction {\n57\t    /// Extract from JSON fields in stdout (e.g., Claude Code --output-format json).\n58\t    JsonField {\n59\t        /// JSON path for input tokens (e.g., `result.usage.input_tokens`).\n60\t        input_path: String,\n61\t        /// JSON path for output tokens (e.g., `result.usage.output_tokens`).\n62\t        output_path: String,\n63\t    },\n64\t    /// Extract from stdout/stderr using a regex with capture groups.\n65\t    Regex {\n66\t        /// Regex pattern with capture groups for token counts.\n67\t        pattern: String,\n68\t        /// 1-based capture group index for input tokens.\n69\t        input_group: usize,\n70\t        /// 1-based capture group index for output tokens.\n71\t        output_group: usize,\n72\t    },\n73\t    /// No token extraction.\n74\t    #[default]\n75\t    None,\n76\t}\n77\t\n78\t/// Extracted token usage from agent output.\n79\t#[derive(Debug, Clone, Default)]\n80\tpub struct TokenUsage {\n81\t    /// Input tokens consumed (None if extraction failed or not configured).\n82\t    pub input_tokens: Option<u64>,\n83\t    /// Output tokens produced (None if extraction failed or not configured).\n84\t    pub output_tokens: Option<u64>,\n85\t}\n86\t\n87\t/// Extract token usage from agent output using the configured method.\n88\tpub fn extract_tokens(extraction: &TokenExtraction, stdout: &str, stderr: &str) -> TokenUsage {\n89\t    match extraction {\n90\t        TokenExtraction::None => TokenUsage::default(),\n91\t        TokenExtraction::JsonField {\n92\t            input_path,\n93\t            output_path,\n94\t        } => extract_tokens_json(stdout, input_path, output_path),\n95\t        TokenExtraction::Regex {\n96\t            pattern,\n97\t            input_group,\n98\t            output_group,\n99\t        } => {\n100\t            // Search both stdout and stderr for the pattern.\n101\t            let combined = format!(\"{stdout}\\n{stderr}\");\n102\t            extract_tokens_regex(&combined, pattern, *input_group, *output_group)\n103\t        }\n104\t    }\n105\t}\n106\t\n107\t/// Extract tokens from JSON output using dot-separated path notation.\n108\tfn extract_tokens_json(stdout: &str, input_path: &str, output_path: &str) -> TokenUsage {\n109\t    let parsed: serde_json::Value = match serde_json::from_str(stdout) {\n110\t        Ok(v) => v,\n111\t        Err(_) => return TokenUsage::default(),\n112\t    };\n113\t\n114\t    let input_tokens = resolve_json_path(&parsed, input_path).and_then(|v| v.as_u64());\n115\t    let output_tokens = resolve_json_path(&parsed, output_path).and_then(|v| v.as_u64());\n116\t\n117\t    TokenUsage {\n118\t        input_tokens,\n119\t        output_tokens,\n120\t    }\n121\t}\n122\t\n123\t/// Resolve a dot-separated path in a JSON value (e.g., `result.usage.input_tokens`).\n124\tfn resolve_json_path<'a>(\n125\t    value: &'a serde_json::Value,\n126\t    path: &str,\n127\t) -> Option<&'a serde_json::Value> {\n128\t    let mut current = value;\n129\t    for key in path.split('.') {\n130\t        current = current.get(key)?;\n131\t    }\n132\t    Some(current)\n133\t}\n134\t\n135\t/// Extract tokens from text using a regex with numbered capture groups.\n136\tfn extract_tokens_regex(\n137\t    text: &str,\n138\t    pattern: &str,\n139\t    input_group: usize,\n140\t    output_group: usize,\n141\t) -> TokenUsage {\n142\t    let re = match Regex::new(pattern) {\n143\t        Ok(r) => r,\n144\t        Err(_) => return TokenUsage::default(),\n145\t    };\n146\t\n147\t    let caps = match re.captures(text) {\n148\t        Some(c) => c,\n149\t        None => return TokenUsage::default(),\n150\t    };\n151\t\n152\t    let parse_group = |group: usize| -> Option<u64> {\n153\t        caps.get(group)?\n154\t            .as_str()\n155\t            .replace(',', \"\")\n156\t            .parse::<u64>()\n157\t            .ok()\n158\t    };\n159\t\n160\t    TokenUsage {\n161\t        input_tokens: parse_group(input_group),\n162\t        output_tokens: parse_group(output_group),\n163\t    }\n164\t}\n165\t\n166\t// ──────────────────────────────────────────────────────────────────────────────\n167\t// AgentAdapter\n168\t// ──────────────────────────────────────────────────────────────────────────────\n169\t\n170\t/// Configuration for a single agent adapter, loaded from YAML or embedded.\n171\t#[derive(Debug, Clone, Serialize, Deserialize)]\n172\tpub struct AgentAdapter {\n173\t    /// Unique adapter name (e.g., `claude-sonnet`).\n174\t    pub name: String,\n175\t    /// Human-readable description.\n176\t    #[serde(default)]\n177\t    pub description: Option<String>,\n178\t    /// Agent CLI binary name (for documentation / version checks).\n179\t    pub agent_cli: String,\n180\t    /// Command to check the agent version.\n181\t    #[serde(default)]\n182\t    pub version_command: Option<String>,\n183\t    /// How the prompt is delivered to the agent.\n184\t    #[serde(default = \"default_input_method\")]\n185\t    pub input_method: InputMethod,\n186\t    /// Shell command template with variable placeholders.\n187\t    ///\n188\t    /// Supported variables: `{workspace}`, `{prompt_file}`, `{bead_id}`, `{model}`.\n189\t    pub invoke_template: String,\n190\t    /// Extra environment variables set for the agent process.\n191\t    #[serde(default)]\n192\t    pub environment: HashMap<String, String>,\n193\t    /// Timeout in seconds (0 = use global config timeout).\n194\t    #[serde(default)]\n195\t    pub timeout_secs: u64,\n196\t    /// AI provider name (informational).\n197\t    #[serde(default)]\n198\t    pub provider: Option<String>,\n199\t    /// Model identifier (substituted as `{model}` in the template).\n200\t    #[serde(default)]"}]},"parent_tool_use_id":null,"session_id":"01df7ea3-ea98-44c6-b13e-365cfc94078f","uuid":"f34cbd78-7722-46e7-b67e-c3fa5b89d5e4","timestamp":"2026-06-25T11:55:01.834Z","tool_use_result":{"type":"text","file":{"filePath":"/home/coding/NEEDLE/src/dispatch/mod.rs","content":"//! Agent dispatch: load adapters, render templates, execute agent processes.\n//!\n//! The dispatcher is agent-agnostic. Adding a new agent requires only a YAML\n//! adapter file. It renders an invoke template, starts a process, waits (with\n//! timeout enforcement), and captures the raw result.\n//!\n//! Depends on: `types`, `config`, `telemetry`, `prompt`, `trace`.\n\nuse std::collections::HashMap;\nuse std::path::{Path, PathBuf};\nuse std::process::Command as ProcessCommand;\nuse std::sync::Arc;\nuse std::time::{Duration, Instant};\n\nuse anyhow::{Context, Result};\nuse libc;\nuse regex::Regex;\nuse serde::{Deserialize, Serialize};\nuse tokio::io::{AsyncBufReadExt, AsyncReadExt, AsyncWriteExt};\n\nuse crate::config::Config;\nuse crate::prompt::BuiltPrompt;\nuse crate::sanitize::{CustomPattern, Sanitizer};\nuse crate::telemetry::{EventKind, Telemetry};\nuse crate::trace::{detect_trace_format, TraceCapture, TraceMetadata};\nuse crate::types::{BeadId, InputMethod, Outcome};\n\n// ──────────────────────────────────────────────────────────────────────────────\n// ExecutionResult\n// ──────────────────────────────────────────────────────────────────────────────\n\n/// Raw output from an agent process execution.\n#[derive(Debug, Clone)]\npub struct ExecutionResult {\n    /// Process exit code (124 if killed by timeout).\n    pub exit_code: i32,\n    /// Captured stdout.\n    pub stdout: String,\n    /// Captured stderr.\n    pub stderr: String,\n    /// Wall-clock time from spawn to exit.\n    pub elapsed: Duration,\n    /// OS process ID.\n    pub pid: u32,\n    /// Path to trace directory if trace capture was enabled.\n    pub trace_path: Option<std::path::PathBuf>,\n}\n\n// ──────────────────────────────────────────────────────────────────────────────\n// Token extraction\n// ──────────────────────────────────────────────────────────────────────────────\n\n/// How to extract token usage from agent output.\n#[derive(Debug, Clone, Default, Serialize, Deserialize, PartialEq, Eq)]\n#[serde(tag = \"method\", rename_all = \"snake_case\")]\npub enum TokenExtraction {\n    /// Extract from JSON fields in stdout (e.g., Claude Code --output-format json).\n    JsonField {\n        /// JSON path for input tokens (e.g., `result.usage.input_tokens`).\n        input_path: String,\n        /// JSON path for output tokens (e.g., `result.usage.output_tokens`).\n        output_path: String,\n    },\n    /// Extract from stdout/stderr using a regex with capture groups.\n    Regex {\n        /// Regex pattern with capture groups for token counts.\n        pattern: String,\n        /// 1-based capture group index for input tokens.\n        input_group: usize,\n        /// 1-based capture group index for output tokens.\n        output_group: usize,\n    },\n    /// No token extraction.\n    #[default]\n    None,\n}\n\n/// Extracted token usage from agent output.\n#[derive(Debug, Clone, Default)]\npub struct TokenUsage {\n    /// Input tokens consumed (None if extraction failed or not configured).\n    pub input_tokens: Option<u64>,\n    /// Output tokens produced (None if extraction failed or not configured).\n    pub output_tokens: Option<u64>,\n}\n\n/// Extract token usage from agent output using the configured method.\npub fn extract_tokens(extraction: &TokenExtraction, stdout: &str, stderr: &str) -> TokenUsage {\n    match extraction {\n        TokenExtraction::None => TokenUsage::default(),\n        TokenExtraction::JsonField {\n            input_path,\n            output_path,\n        } => extract_tokens_json(stdout, input_path, output_path),\n        TokenExtraction::Regex {\n            pattern,\n            input_group,\n            output_group,\n        } => {\n            // Search both stdout and stderr for the pattern.\n            let combined = format!(\"{stdout}\\n{stderr}\");\n            extract_tokens_regex(&combined, pattern, *input_group, *output_group)\n        }\n    }\n}\n\n/// Extract tokens from JSON output using dot-separated path notation.\nfn extract_tokens_json(stdout: &str, input_path: &str, output_path: &str) -> TokenUsage {\n    let parsed: serde_json::Value = match serde_json::from_str(stdout) {\n        Ok(v) => v,\n        Err(_) => return TokenUsage::default(),\n    };\n\n    let input_tokens = resolve_json_path(&parsed, input_path).and_then(|v| v.as_u64());\n    let output_tokens = resolve_json_path(&parsed, output_path).and_then(|v| v.as_u64());\n\n    TokenUsage {\n        input_tokens,\n        output_tokens,\n    }\n}\n\n/// Resolve a dot-separated path in a JSON value (e.g., `result.usage.input_tokens`).\nfn resolve_json_path<'a>(\n    value: &'a serde_json::Value,\n    path: &str,\n) -> Option<&'a serde_json::Value> {\n    let mut current = value;\n    for key in path.split('.') {\n        current = current.get(key)?;\n    }\n    Some(current)\n}\n\n/// Extract tokens from text using a regex with numbered capture groups.\nfn extract_tokens_regex(\n    text: &str,\n    pattern: &str,\n    input_group: usize,\n    output_group: usize,\n) -> TokenUsage {\n    let re = match Regex::new(pattern) {\n        Ok(r) => r,\n        Err(_) => return TokenUsage::default(),\n    };\n\n    let caps = match re.captures(text) {\n        Some(c) => c,\n        None => return TokenUsage::default(),\n    };\n\n    let parse_group = |group: usize| -> Option<u64> {\n        caps.get(group)?\n            .as_str()\n            .replace(',', \"\")\n            .parse::<u64>()\n            .ok()\n    };\n\n    TokenUsage {\n        input_tokens: parse_group(input_group),\n        output_tokens: parse_group(output_group),\n    }\n}\n\n// ──────────────────────────────────────────────────────────────────────────────\n// AgentAdapter\n// ──────────────────────────────────────────────────────────────────────────────\n\n/// Configuration for a single agent adapter, loaded from YAML or embedded.\n#[derive(Debug, Clone, Serialize, Deserialize)]\npub struct AgentAdapter {\n    /// Unique adapter name (e.g., `claude-sonnet`).\n    pub name: String,\n    /// Human-readable description.\n    #[serde(default)]\n    pub description: Option<String>,\n    /// Agent CLI binary name (for documentation / version checks).\n    pub agent_cli: String,\n    /// Command to check the agent version.\n    #[serde(default)]\n    pub version_command: Option<String>,\n    /// How the prompt is delivered to the agent.\n    #[serde(default = \"default_input_method\")]\n    pub input_method: InputMethod,\n    /// Shell command template with variable placeholders.\n    ///\n    /// Supported variables: `{workspace}`, `{prompt_file}`, `{bead_id}`, `{model}`.\n    pub invoke_template: String,\n    /// Extra environment variables set for the agent process.\n    #[serde(default)]\n    pub environment: HashMap<String, String>,\n    /// Timeout in seconds (0 = use global config timeout).\n    #[serde(default)]\n    pub timeout_secs: u64,\n    /// AI provider name (informational).\n    #[serde(default)]\n    pub provider: Option<String>,\n    /// Model identifier (substituted as `{model}` in the template).\n    #[serde(default)]","numLines":200,"startLine":1,"totalLines":2622}}}
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{"type":"user","message":{"role":"user","content":[{"tool_use_id":"call_ec3c00e723f94d9ab242ae88","type":"tool_result","content":"1\t# NEEDLE Implementation Plan\n2\t\n3\t> **N**avigates **E**very **E**nqueued **D**eliverable, **L**ogs **E**ffort\n4\t\n5\t## Design Principles\n6\t\n7\tThese six principles are non-negotiable. Every design decision in this plan traces back to one or more of them.\n8\t\n9\t1. **Deterministic order.** Given the same queue state, every worker computes the same bead ordering. There is no randomness in selection. Ties are broken by creation time.\n10\t\n11\t2. **Explicit outcome paths.** Every possible result of every operation has a named handler. If an outcome can happen, it has a handler. If it doesn't have a handler, it cannot happen. The type system enforces exhaustiveness.\n12\t\n13\t3. **Platform and model agnostic.** NEEDLE wraps any headless CLI that accepts a prompt and exits. It runs on any POSIX system. It does not depend on any specific AI provider, model, or API.\n14\t\n15\t4. **Observable by default.** Every state transition, claim attempt, dispatch, and outcome emits structured telemetry. A silent worker is a broken worker. Telemetry is structured from origin (JSONL) and exportable as OpenTelemetry (OTLP) so any compliant backend — Tempo, Jaeger, Grafana, Honeycomb, Datadog, FABRIC — can consume NEEDLE's signals without a custom adapter.\n16\t\n17\t5. **Self-healing.** Workers detect and recover from stuck states, stale claims, crashed peers, and corrupted databases without human intervention. Recovery paths are explicit, not heuristic.\n18\t\n19\t6. **Separation of concerns.** The orchestrator does not execute work. The agent does not manage state. The bead store does not enforce workflow. Each component has one job.\n20\t\n21\t---\n22\t\n23\t## Architecture Overview\n24\t\n25\tNEEDLE is composed of five layers:\n26\t\n27\t```\n28\t┌──────────────────────────────────────────────────────────────┐\n29\t│                        CLI Layer                              │\n30\t│  needle run | stop | list | attach | status | config          │\n31\t├──────────────────────────────────────────────────────────────┤\n32\t│                     Worker Layer                              │\n33\t│  Worker loop, strand waterfall, session management            │\n34\t├──────────────────────────────────────────────────────────────┤\n35\t│                  Coordination Layer                            │\n36\t│  Claiming, locking, heartbeats, peer awareness                │\n37\t├──────────────────────────────────────────────────────────────┤\n38\t│                    Agent Layer                                 │\n39\t│  Adapter interface, dispatch, result capture                  │\n40\t├──────────────────────────────────────────────────────────────┤\n41\t│                   Foundation Layer                             │\n42\t│  Telemetry, configuration, bead store interface, self-healing │\n43\t└──────────────────────────────────────────────────────────────┘\n44\t```\n45\t\n46\t### Component Map\n47\t\n48\t| Component | Responsibility | Inputs | Outputs |\n49\t|-----------|---------------|--------|---------|\n50\t| **CLI** | Parse commands, manage sessions | User commands | Worker processes |\n51\t| **Worker** | Execute the strand waterfall loop | Bead queue state | Dispatch requests, state transitions |\n52\t| **StrandRunner** | Evaluate strands in sequence | Queue state, config | Next bead or escalation |\n53\t| **Claimer** | Atomic bead claiming with serialization | Candidate bead ID | Claimed bead or race-lost signal |\n54\t| **PromptBuilder** | Construct deterministic prompts from bead context | Claimed bead | Prompt string |\n55\t| **Dispatcher** | Load adapter, render template, execute agent | Prompt, adapter config | Agent process handle |\n56\t| **OutcomeHandler** | Route exit code to explicit handler | Exit code, stdout/stderr | State transition |\n57\t| **Telemetry** | Structured event emission | Any component event | JSONL records |\n58\t| **HealthMonitor** | Heartbeat, stuck detection, peer awareness | Worker state | Recovery actions |\n59\t| **ConfigLoader** | Hierarchical config resolution | Files, env, CLI args | Resolved config |\n60\t| **BeadStore** | Abstract interface to bead backend | CRUD operations | Bead records |\n61\t| **Mitosis** | Split multi-task beads into children with dedup | Failed bead, parent's existing children | Child beads or no-op |\n62\t\n63\t---\n64\t\n65\t## Language Decision\n66\t\n67\tThe implementation language must provide:\n68\t\n69\t| Requirement | Why | Source |\n70\t|-------------|-----|--------|\n71\t| Exhaustive pattern matching | Every outcome must be handled; compiler enforces it | Principle 2, bead-lifecycle-bugs.md |\n72\t| Real module system | 45K single-file bash was unmaintainable | bash-at-scale-problems.md |\n73\t| Structured error types | Silent failures caused cascading bugs | claim-race-conditions.md |\n74\t| Native JSON support | Fragile jq parsing corrupted state | worker-starvation-lessons.md |\n75\t| Proper concurrency primitives | flock/trap/PID files were inadequate | concurrency-approaches-compared.md |\n76\t| Single binary distribution | NEEDLE must be trivially installable | Principle 3 |\n77\t| Cross-platform | Linux, macOS at minimum | Principle 3 |\n78\t| Static analysis | Catch undefined functions, unused variables at compile time | bundler-build-integrity.md |\n79\t\n80\t**Recommended: Rust.** Exhaustive `match`, `Result<T, E>` error handling, `serde_json`, `tokio` for async, single binary via static linking, cross-compilation. The beads ecosystem already has Rust precedent (beads_rust, beads-polis).\n81\t\n82\t**Acceptable alternative: Go.** Simpler learning curve, good concurrency, single binary. Lacks exhaustive matching (requires discipline instead of compiler enforcement).\n83\t\n84\t**Not acceptable: Bash, Python, Node.** Bash failed at scale (documented). Python/Node require runtime dependencies, violating single-binary distribution.\n85\t\n86\t---\n87\t\n88\t## Key Decisions from Research\n89\t\n90\tThese decisions are informed by the 14 research files in `docs/research/`:\n91\t\n92\t| Decision | Chosen Approach | Alternative Considered | Why |\n93\t|----------|----------------|----------------------|-----|\n94\t| Bead store interface | Abstract trait over `br` CLI | Direct SQLite access | Platform agnostic; works with future bead backends |\n95\t| Claim atomicity | `br update --claim` + workspace flock | Central coordinator (Perles) | No SPOF; works with decentralized workers |\n96\t| Heartbeat model | File-based heartbeat with TTL (from beads-polis) | Shared memory | Survives worker crashes; observable by peers |\n97\t| Validation gates | Pluggable gate system (inspired by bg-gate) | Hardcoded checks | Different workspaces need different validation |\n98\t| Work decomposition | Built-in mitosis with child-aware dedup | External only (spec2beads) | Mitosis is valid when the split criteria are semantic (multi-task detection) and dedup checks the parent's existing children |\n99\t| Self-modification | Allowed with release channel promotion (testing → stable → fleet hot-reload) | Prohibited entirely | v1 failures came from untested changes deploying directly to the fleet. Canary testing with defined inputs/outputs prevents this. |\n100\t| Workspace discovery | Explicit configuration | Filesystem scanning | Explore strand's unbounded find caused 35+ load |\n101\t| Alert system | Verify-then-alert with rate limiting | Alert-on-empty | 100% false positive rate from naive alerting |\n102\t\n103\t## Key Decisions from Operational Learnings\n104\t\n105\tThese decisions are informed by the 9 notes files in `docs/notes/`:\n106\t\n107\t| Learning | Design Response |\n108\t|----------|----------------|\n109\t| Mitosis explosion (5,741 duplicate beads) | Mitosis checks parent's existing children before creating new ones. Duplicate splits are structurally impossible. Split criteria are semantic (multi-task detection), not numeric. |\n110\t| 100% false positive starvation alerts | Three-state model: no beads exist / all claimed / invisible. Verify independently before alerting. |\n111\t| Bundler shipped undefined functions | Compiled language eliminates this class entirely. |\n112\t| Agent-owned closure most reliable | NEEDLE does not close beads. Agent receives `br close <id>` instruction in prompt. |\n113\t| stdout/stderr corruption | Telemetry is a structured system, never interleaved with agent output. |\n114\t| Workers modifying their own orchestrator | Self-modification allowed via release channels. New builds must pass canary tests in isolation before promotion to `:stable`. Fleet hot-reloads from `:stable`, never from `:testing`. |\n115\t| ~20 worker practical limit (EX44) | Fleet sizing is bounded by three runtime factors: provider inference throughput, available CPU, and available RAM. NEEDLE monitors these and warns when saturated. Staggered launch is default. |\n116\t| Bead granularity affects success rate | Document guidelines but don't enforce — this is a bead authoring concern, not orchestration. |\n117\t\n118\t---\n119\t\n120\t# State Machine\n121\t\n122\tThe worker loop is a finite state machine. Every state has defined entry conditions, actions, and exit transitions. There are no implicit states or fallthrough paths.\n123\t\n124\t## Worker States\n125\t\n126\t```\n127\t                    ┌──────────┐\n128\t                    │  BOOTING │\n129\t                    └────┬─────┘\n130\t                         │ config loaded, health check passed\n131\t                         ▼\n132\t                    ┌──────────┐\n133\t              ┌────►│ SELECTING│◄──────────────────────────────┐\n134\t              │     └────┬─────┘                                │\n135\t              │          │ candidate found                      │\n136\t              │          ▼                                      │\n137\t              │     ┌──────────┐  race lost (retry < max)      │\n138\t              │     │ CLAIMING │──────────────────────────┐    │\n139\t              │     └────┬─────┘                           │    │\n140\t              │          │ claimed                         │    │\n141\t              │          ▼                                 ▼    │\n142\t              │     ┌──────────┐                     ┌────────┐│\n143\t              │     │ BUILDING │                     │RETRYING││\n144\t              │     └────┬─────┘                     └────┬───┘│\n145\t              │          │ prompt ready                   │     │\n146\t              │          ▼                                └─────┘\n147\t              │     ┌────────────┐\n148\t              │     │DISPATCHING │\n149\t              │     └────┬───────┘\n150\t              │          │ agent process started\n151\t              │          ▼\n152\t              │     ┌──────────┐\n153\t              │     │ EXECUTING│\n154\t              │     └────┬─────┘\n155\t              │          │ agent exited\n156\t              │          ▼\n157\t              │     ┌──────────┐\n158\t              │     │ HANDLING │\n159\t              │     └────┬─────┘\n160\t              │          │ outcome processed\n161\t              │          ▼\n162\t              │     ┌──────────┐\n163\t              │     │ LOGGING  │\n164\t              │     └────┬─────┘\n165\t              │          │ telemetry emitted\n166\t              └──────────┘\n167\t```\n168\t\n169\t### Terminal States\n170\t\n171\t```\n172\t    ┌───────────┐       ┌───────────┐       ┌───────────┐\n173\t    │ EXHAUSTED │       │  STOPPED  │       │  ERRORED  │\n174\t    └───────────┘       └───────────┘       └───────────┘\n175\t    all strands empty   graceful shutdown   unrecoverable\n176\t```\n177\t\n178\t## State Definitions\n179\t\n180\t### BOOTING\n181\t\n182\t**Entry:** Worker process started.\n183\t\n184\t**Actions:**\n185\t1. Load configuration (global → workspace → CLI overrides)\n186\t2. Validate bead store connectivity (`br doctor` or equivalent)\n187\t3. Register in worker state registry\n188\t4. Emit `worker.started` telemetry event\n189\t5. Start heartbeat emitter\n190\t\n191\t**Transitions:**\n192\t| Condition | Next State |\n193\t|-----------|-----------|\n194\t| Config loaded, bead store healthy | SELECTING |\n195\t| Config invalid | ERRORED |\n196\t| Bead store unreachable | ERRORED (after retry with backoff) |\n197\t\n198\t### SELECTING\n199\t\n200\t**Entry:** Worker is ready for next bead. This is the strand waterfall entry point."}]},"parent_tool_use_id":null,"session_id":"01df7ea3-ea98-44c6-b13e-365cfc94078f","uuid":"a0905391-b040-4ede-a717-967468583d32","timestamp":"2026-06-25T11:55:01.944Z","tool_use_result":{"type":"text","file":{"filePath":"/home/coding/NEEDLE/docs/plan/plan.md","content":"# NEEDLE Implementation Plan\n\n> **N**avigates **E**very **E**nqueued **D**eliverable, **L**ogs **E**ffort\n\n## Design Principles\n\nThese six principles are non-negotiable. Every design decision in this plan traces back to one or more of them.\n\n1. **Deterministic order.** Given the same queue state, every worker computes the same bead ordering. There is no randomness in selection. Ties are broken by creation time.\n\n2. **Explicit outcome paths.** Every possible result of every operation has a named handler. If an outcome can happen, it has a handler. If it doesn't have a handler, it cannot happen. The type system enforces exhaustiveness.\n\n3. **Platform and model agnostic.** NEEDLE wraps any headless CLI that accepts a prompt and exits. It runs on any POSIX system. It does not depend on any specific AI provider, model, or API.\n\n4. **Observable by default.** Every state transition, claim attempt, dispatch, and outcome emits structured telemetry. A silent worker is a broken worker. Telemetry is structured from origin (JSONL) and exportable as OpenTelemetry (OTLP) so any compliant backend — Tempo, Jaeger, Grafana, Honeycomb, Datadog, FABRIC — can consume NEEDLE's signals without a custom adapter.\n\n5. **Self-healing.** Workers detect and recover from stuck states, stale claims, crashed peers, and corrupted databases without human intervention. Recovery paths are explicit, not heuristic.\n\n6. **Separation of concerns.** The orchestrator does not execute work. The agent does not manage state. The bead store does not enforce workflow. Each component has one job.\n\n---\n\n## Architecture Overview\n\nNEEDLE is composed of five layers:\n\n```\n┌──────────────────────────────────────────────────────────────┐\n│                        CLI Layer                              │\n│  needle run | stop | list | attach | status | config          │\n├──────────────────────────────────────────────────────────────┤\n│                     Worker Layer                              │\n│  Worker loop, strand waterfall, session management            │\n├──────────────────────────────────────────────────────────────┤\n│                  Coordination Layer                            │\n│  Claiming, locking, heartbeats, peer awareness                │\n├──────────────────────────────────────────────────────────────┤\n│                    Agent Layer                                 │\n│  Adapter interface, dispatch, result capture                  │\n├──────────────────────────────────────────────────────────────┤\n│                   Foundation Layer                             │\n│  Telemetry, configuration, bead store interface, self-healing │\n└──────────────────────────────────────────────────────────────┘\n```\n\n### Component Map\n\n| Component | Responsibility | Inputs | Outputs |\n|-----------|---------------|--------|---------|\n| **CLI** | Parse commands, manage sessions | User commands | Worker processes |\n| **Worker** | Execute the strand waterfall loop | Bead queue state | Dispatch requests, state transitions |\n| **StrandRunner** | Evaluate strands in sequence | Queue state, config | Next bead or escalation |\n| **Claimer** | Atomic bead claiming with serialization | Candidate bead ID | Claimed bead or race-lost signal |\n| **PromptBuilder** | Construct deterministic prompts from bead context | Claimed bead | Prompt string |\n| **Dispatcher** | Load adapter, render template, execute agent | Prompt, adapter config | Agent process handle |\n| **OutcomeHandler** | Route exit code to explicit handler | Exit code, stdout/stderr | State transition |\n| **Telemetry** | Structured event emission | Any component event | JSONL records |\n| **HealthMonitor** | Heartbeat, stuck detection, peer awareness | Worker state | Recovery actions |\n| **ConfigLoader** | Hierarchical config resolution | Files, env, CLI args | Resolved config |\n| **BeadStore** | Abstract interface to bead backend | CRUD operations | Bead records |\n| **Mitosis** | Split multi-task beads into children with dedup | Failed bead, parent's existing children | Child beads or no-op |\n\n---\n\n## Language Decision\n\nThe implementation language must provide:\n\n| Requirement | Why | Source |\n|-------------|-----|--------|\n| Exhaustive pattern matching | Every outcome must be handled; compiler enforces it | Principle 2, bead-lifecycle-bugs.md |\n| Real module system | 45K single-file bash was unmaintainable | bash-at-scale-problems.md |\n| Structured error types | Silent failures caused cascading bugs | claim-race-conditions.md |\n| Native JSON support | Fragile jq parsing corrupted state | worker-starvation-lessons.md |\n| Proper concurrency primitives | flock/trap/PID files were inadequate | concurrency-approaches-compared.md |\n| Single binary distribution | NEEDLE must be trivially installable | Principle 3 |\n| Cross-platform | Linux, macOS at minimum | Principle 3 |\n| Static analysis | Catch undefined functions, unused variables at compile time | bundler-build-integrity.md |\n\n**Recommended: Rust.** Exhaustive `match`, `Result<T, E>` error handling, `serde_json`, `tokio` for async, single binary via static linking, cross-compilation. The beads ecosystem already has Rust precedent (beads_rust, beads-polis).\n\n**Acceptable alternative: Go.** Simpler learning curve, good concurrency, single binary. Lacks exhaustive matching (requires discipline instead of compiler enforcement).\n\n**Not acceptable: Bash, Python, Node.** Bash failed at scale (documented). Python/Node require runtime dependencies, violating single-binary distribution.\n\n---\n\n## Key Decisions from Research\n\nThese decisions are informed by the 14 research files in `docs/research/`:\n\n| Decision | Chosen Approach | Alternative Considered | Why |\n|----------|----------------|----------------------|-----|\n| Bead store interface | Abstract trait over `br` CLI | Direct SQLite access | Platform agnostic; works with future bead backends |\n| Claim atomicity | `br update --claim` + workspace flock | Central coordinator (Perles) | No SPOF; works with decentralized workers |\n| Heartbeat model | File-based heartbeat with TTL (from beads-polis) | Shared memory | Survives worker crashes; observable by peers |\n| Validation gates | Pluggable gate system (inspired by bg-gate) | Hardcoded checks | Different workspaces need different validation |\n| Work decomposition | Built-in mitosis with child-aware dedup | External only (spec2beads) | Mitosis is valid when the split criteria are semantic (multi-task detection) and dedup checks the parent's existing children |\n| Self-modification | Allowed with release channel promotion (testing → stable → fleet hot-reload) | Prohibited entirely | v1 failures came from untested changes deploying directly to the fleet. Canary testing with defined inputs/outputs prevents this. |\n| Workspace discovery | Explicit configuration | Filesystem scanning | Explore strand's unbounded find caused 35+ load |\n| Alert system | Verify-then-alert with rate limiting | Alert-on-empty | 100% false positive rate from naive alerting |\n\n## Key Decisions from Operational Learnings\n\nThese decisions are informed by the 9 notes files in `docs/notes/`:\n\n| Learning | Design Response |\n|----------|----------------|\n| Mitosis explosion (5,741 duplicate beads) | Mitosis checks parent's existing children before creating new ones. Duplicate splits are structurally impossible. Split criteria are semantic (multi-task detection), not numeric. |\n| 100% false positive starvation alerts | Three-state model: no beads exist / all claimed / invisible. Verify independently before alerting. |\n| Bundler shipped undefined functions | Compiled language eliminates this class entirely. |\n| Agent-owned closure most reliable | NEEDLE does not close beads. Agent receives `br close <id>` instruction in prompt. |\n| stdout/stderr corruption | Telemetry is a structured system, never interleaved with agent output. |\n| Workers modifying their own orchestrator | Self-modification allowed via release channels. New builds must pass canary tests in isolation before promotion to `:stable`. Fleet hot-reloads from `:stable`, never from `:testing`. |\n| ~20 worker practical limit (EX44) | Fleet sizing is bounded by three runtime factors: provider inference throughput, available CPU, and available RAM. NEEDLE monitors these and warns when saturated. Staggered launch is default. |\n| Bead granularity affects success rate | Document guidelines but don't enforce — this is a bead authoring concern, not orchestration. |\n\n---\n\n# State Machine\n\nThe worker loop is a finite state machine. Every state has defined entry conditions, actions, and exit transitions. There are no implicit states or fallthrough paths.\n\n## Worker States\n\n```\n                    ┌──────────┐\n                    │  BOOTING │\n                    └────┬─────┘\n                         │ config loaded, health check passed\n                         ▼\n                    ┌──────────┐\n              ┌────►│ SELECTING│◄──────────────────────────────┐\n              │     └────┬─────┘                                │\n              │          │ candidate found                      │\n              │          ▼                                      │\n              │     ┌──────────┐  race lost (retry < max)      │\n              │     │ CLAIMING │──────────────────────────┐    │\n              │     └────┬─────┘                           │    │\n              │          │ claimed                         │    │\n              │          ▼                                 ▼    │\n              │     ┌──────────┐                     ┌────────┐│\n              │     │ BUILDING │                     │RETRYING││\n              │     └────┬─────┘                     └────┬───┘│\n              │          │ prompt ready                   │     │\n              │          ▼                                └─────┘\n              │     ┌────────────┐\n              │     │DISPATCHING │\n              │     └────┬───────┘\n              │          │ agent process started\n              │          ▼\n              │     ┌──────────┐\n              │     │ EXECUTING│\n              │     └────┬─────┘\n              │          │ agent exited\n              │          ▼\n              │     ┌──────────┐\n              │     │ HANDLING │\n              │     └────┬─────┘\n              │          │ outcome processed\n              │          ▼\n              │     ┌──────────┐\n              │     │ LOGGING  │\n              │     └────┬─────┘\n              │          │ telemetry emitted\n              └──────────┘\n```\n\n### Terminal States\n\n```\n    ┌───────────┐       ┌───────────┐       ┌───────────┐\n    │ EXHAUSTED │       │  STOPPED  │       │  ERRORED  │\n    └───────────┘       └───────────┘       └───────────┘\n    all strands empty   graceful shutdown   unrecoverable\n```\n\n## State Definitions\n\n### BOOTING\n\n**Entry:** Worker process started.\n\n**Actions:**\n1. Load configuration (global → workspace → CLI overrides)\n2. Validate bead store connectivity (`br doctor` or equivalent)\n3. Register in worker state registry\n4. Emit `worker.started` telemetry event\n5. Start heartbeat emitter\n\n**Transitions:**\n| Condition | Next State |\n|-----------|-----------|\n| Config loaded, bead store healthy | SELECTING |\n| Config invalid | ERRORED |\n| Bead store unreachable | ERRORED (after retry with backoff) |\n\n### SELECTING\n\n**Entry:** Worker is ready for next bead. This is the strand waterfall entry point.","numLines":200,"startLine":1,"totalLines":3877}}}
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{"type":"user","message":{"role":"user","content":[{"tool_use_id":"call_64fb992e559c43ed9b7fcbb6","type":"tool_result","content":"1500\t        .find(|l| l.contains(\"Created\"))\n1501\t        .and_then(|l| {\n1502\t            // Parse \"✓ Created <ID>: <title>\" to extract the ID\n1503\t            l.split(\"Created \").nth(1).and_then(|s| s.split(':').next())\n1504\t        })\n1505\t        .unwrap()\n1506\t        .trim()\n1507\t        .to_string();\n1508\t    let bead_id = BeadId::from(bead_id);\n1509\t\n1510\t    // Create a registry with a live worker entry.\n1511\t    let temp_dir = tempfile::tempdir().unwrap();\n1512\t    let registry = needle::registry::Registry::new(temp_dir.path());\n1513\t\n1514\t    // Register a live worker (using our own PID).\n1515\t    registry\n1516\t        .register(needle::registry::WorkerEntry {\n1517\t            id: \"live-worker\".to_string(),\n1518\t            pid: std::process::id(),\n1519\t            workspace: remote_workspace.clone(),\n1520\t            agent: \"test\".to_string(),\n1521\t            model: None,\n1522\t            provider: None,\n1523\t            started_at: Utc::now(),\n1524\t            beads_processed: 0,\n1525\t        })\n1526\t        .unwrap();\n1527\t\n1528\t    // Claim the bead to the live worker.\n1529\t    let claim_output = std::process::Command::new(\"/home/coding/.local/bin/br\")\n1530\t        .arg(\"update\")\n1531\t        .arg(bead_id.as_ref())\n1532\t        .arg(\"--assignee=live-worker\")\n1533\t        .arg(\"--status=in_progress\")\n1534\t        .current_dir(&remote_workspace)\n1535\t        .output()\n1536\t        .expect(\"br update command failed to execute\");\n1537\t    assert!(\n1538\t        claim_output.status.success(),\n1539\t        \"br update failed: {}\",\n1540\t        String::from_utf8_lossy(&claim_output.stderr)\n1541\t    );\n1542\t\n1543\t    let telemetry = Telemetry::new(\"test-worker\".to_string());\n1544\t\n1545\t    let explore_config = ExploreConfig {\n1546\t        enabled: true,\n1547\t        workspaces: vec![remote_workspace.clone()],\n1548\t        workspace_root: PathBuf::from(\"/tmp\"),\n1549\t    };\n1550\t\n1551\t    let explore = ExploreStrand::new(\n1552\t        explore_config,\n1553\t        home_workspace,\n1554\t        registry,\n1555\t        telemetry,\n1556\t        \"test-worker\".to_string(),\n1557\t    );\n1558\t\n1559\t    // Evaluate — the live worker's bead should NOT be released.\n1560\t    let result = explore.evaluate(home_store.as_ref()).await;\n1561\t\n1562\t    // Since the bead has a live assignee, it should not be released.\n1563\t    // The result should be NoWork since there are no ready beads.\n1564\t    match result {\n1565\t        StrandResult::NoWork => {\n1566\t            // Expected — bead not released, no ready beads available.\n1567\t        }\n1568\t        StrandResult::BeadFound(beads) => {\n1569\t            panic!(\n1570\t                \"should not release beads with live assignees; got beads: {:?}\",\n1571\t                beads\n1572\t            );\n1573\t        }\n1574\t        other => panic!(\"unexpected result: {:?}\", other),\n1575\t    }\n1576\t\n1577\t    // Verify the bead is still assigned to the live worker.\n1578\t    let remote_store =\n1579\t        needle::bead_store::BrCliBeadStore::discover(remote_workspace.to_path_buf()).unwrap();\n1580\t    let bead = remote_store.show(&bead_id).await.unwrap();\n1581\t    assert_eq!(\n1582\t        bead.assignee,\n1583\t        Some(\"live-worker\".to_string()),\n1584\t        \"bead should still be assigned to live worker\"\n1585\t    );\n1586\t}\n1587\t\n1588\t#[tokio::test]\n1589\tasync fn cross_workspace_mend_skips_own_worker_beads() {\n1590\t    use needle::config::ExploreConfig;\n1591\t    use needle::strand::{ExploreStrand, Strand};\n1592\t    use std::fs;\n1593\t\n1594\t    // Create real temporary directories.\n1595\t    let home_dir = tempfile::tempdir().unwrap();\n1596\t    let home_workspace = home_dir.path().to_path_buf();\n1597\t    let home_store = Arc::new(IntegrationMockStore::empty());\n1598\t\n1599\t    let remote_dir = tempfile::tempdir().unwrap();\n1600\t    let remote_workspace = remote_dir.path().to_path_buf();\n1601\t    let remote_beads_dir = remote_workspace.join(\".beads\");\n1602\t    fs::create_dir_all(&remote_beads_dir).unwrap();\n1603\t\n1604\t    // Create a bead in the remote workspace.\n1605\t    let output = std::process::Command::new(\"/home/coding/.local/bin/br\")\n1606\t        .arg(\"create\")\n1607\t        .arg(\"--type=task\")\n1608\t        .arg(\"--title=Bead assigned to us\")\n1609\t        .arg(\"--description=This bead is assigned to the current worker\")\n1610\t        .current_dir(&remote_workspace)\n1611\t        .output()\n1612\t        .expect(\"br create command failed to execute\");\n1613\t    assert!(output.status.success(), \"br create failed\");\n1614\t\n1615\t    let create_result = String::from_utf8_lossy(&output.stdout);\n1616\t    let bead_id = create_result\n1617\t        .lines()\n1618\t        .find(|l| l.contains(\"Created\"))\n1619\t        .and_then(|l| {\n1620\t            // Parse \"✓ Created <ID>: <title>\" to extract the ID\n1621\t            l.split(\"Created \").nth(1).and_then(|s| s.split(':').next())\n1622\t        })\n1623\t        .unwrap()\n1624\t        .trim()\n1625\t        .to_string();\n1626\t    let bead_id = BeadId::from(bead_id);\n1627\t\n1628\t    // Create registry.\n1629\t    let temp_dir = tempfile::tempdir().unwrap();\n1630\t    let registry = needle::registry::Registry::new(temp_dir.path());\n1631\t\n1632\t    // Claim the bead to ourselves using the qualified identity (matching production).\n1633\t    let qualified_id = \"claude-test-worker\";\n1634\t    let claim_output = std::process::Command::new(\"/home/coding/.local/bin/br\")\n1635\t        .arg(\"update\")\n1636\t        .arg(bead_id.as_ref())\n1637\t        .arg(format!(\"--assignee={qualified_id}\"))\n1638\t        .arg(\"--status=in_progress\")\n1639\t        .current_dir(&remote_workspace)\n1640\t        .output()\n1641\t        .expect(\"br update command failed to execute\");\n1642\t    assert!(\n1643\t        claim_output.status.success(),\n1644\t        \"br update failed: {}\",\n1645\t        String::from_utf8_lossy(&claim_output.stderr)\n1646\t    );\n1647\t\n1648\t    let telemetry = Telemetry::new(\"test-worker\".to_string());\n1649\t\n1650\t    let explore_config = ExploreConfig {\n1651\t        enabled: true,\n1652\t        workspaces: vec![remote_workspace.clone()],\n1653\t        workspace_root: PathBuf::from(\"/tmp\"),\n1654\t    };\n1655\t\n1656\t    let explore = ExploreStrand::new(\n1657\t        explore_config,\n1658\t        home_workspace,\n1659\t        registry,\n1660\t        telemetry,\n1661\t        qualified_id.to_string(),\n1662\t    );\n1663\t\n1664\t    // Evaluate — our own bead should NOT be released.\n1665\t    let result = explore.evaluate(home_store.as_ref()).await;\n1666\t\n1667\t    // Since the bead is assigned to us, it should not be released.\n1668\t    match result {\n1669\t        StrandResult::NoWork => {\n1670\t            // Expected — our bead not released, no ready beads available.\n1671\t        }\n1672\t        StrandResult::BeadFound(beads) => {\n1673\t            panic!(\n1674\t                \"should not release our own worker's beads; got beads: {:?}\",\n1675\t                beads\n1676\t            );\n1677\t        }\n1678\t        other => panic!(\"unexpected result: {:?}\", other),\n1679\t    }\n1680\t\n1681\t    // Verify the bead is still assigned to us.\n1682\t    let remote_store =\n1683\t        needle::bead_store::BrCliBeadStore::discover(remote_workspace.to_path_buf()).unwrap();\n1684\t    let bead = remote_store.show(&bead_id).await.unwrap();\n1685\t    assert_eq!(\n1686\t        bead.assignee,\n1687\t        Some(qualified_id.to_string()),\n1688\t        \"bead should still be assigned to us\"\n1689\t    );\n1690\t}\n1691\t\n1692\t// ═════════════════════════════════════════════════════════════════════════════\n1693\t// Test 13: Mend removes stale dependency links, making beads claimable\n1694\t// ═════════════════════════════════════════════════════════════════════════════\n1695\t\n1696\t#[tokio::test]\n1697\tasync fn mend_removes_stale_dependency_links() {\n1698\t    use needle::config::MendConfig;\n1699\t    use needle::strand::MendStrand;\n1700\t    use std::time::Duration;\n1701\t\n1702\t    // Create a temporary workspace for the test.\n1703\t    let temp_dir = tempfile::tempdir().unwrap();\n1704\t    let workspace = temp_dir.path();\n1705\t\n1706\t    // Initialize br workspace.\n1707\t    let init_output = std::process::Command::new(\"/home/coding/.local/bin/br\")\n1708\t        .arg(\"init\")\n1709\t        .current_dir(workspace)\n1710\t        .output()\n1711\t        .expect(\"br init failed\");\n1712\t    assert!(init_output.status.success(), \"br init failed\");\n1713\t\n1714\t    // Create blocker bead.\n1715\t    let blocker_output = std::process::Command::new(\"/home/coding/.local/bin/br\")\n1716\t        .args([\n1717\t            \"create\",\n1718\t            \"Blocker bead\",\n1719\t            \"--description=This is the blocker\",\n1720\t        ])\n1721\t        .current_dir(workspace)\n1722\t        .output()\n1723\t        .expect(\"br create failed\");\n1724\t    assert!(blocker_output.status.success(), \"br create failed\");\n1725\t\n1726\t    let blocker_id = String::from_utf8_lossy(&blocker_output.stdout)\n1727\t        .lines()\n1728\t        .find(|l| l.contains(\"Created\"))\n1729\t        .and_then(|l| l.split(\"Created \").nth(1).and_then(|s| s.split(':').next()))\n1730\t        .unwrap()\n1731\t        .trim()\n1732\t        .to_string();\n1733\t\n1734\t    // Create blocked bead.\n1735\t    let blocked_output = std::process::Command::new(\"/home/coding/.local/bin/br\")\n1736\t        .args([\n1737\t            \"create\",\n1738\t            \"Blocked bead\",\n1739\t            \"--description=This bead depends on the blocker\",\n1740\t        ])\n1741\t        .current_dir(workspace)\n1742\t        .output()\n1743\t        .expect(\"br create failed\");\n1744\t    assert!(blocked_output.status.success(), \"br create failed\");\n1745\t\n1746\t    let blocked_id = String::from_utf8_lossy(&blocked_output.stdout)\n1747\t        .lines()\n1748\t        .find(|l| l.contains(\"Created\"))\n1749\t        .and_then(|l| l.split(\"Created \").nth(1).and_then(|s| s.split(':').next()))\n1750\t        .unwrap()\n1751\t        .trim()\n1752\t        .to_string();\n1753\t\n1754\t    // Add dependency: blocked depends on blocker.\n1755\t    let dep_output = std::process::Command::new(\"/home/coding/.local/bin/br\")\n1756\t        .args([\"dep\", \"add\", &blocked_id, &blocker_id, \"--type\", \"blocks\"])\n1757\t        .current_dir(workspace)\n1758\t        .output()\n1759\t        .expect(\"br dep add failed\");\n1760\t    assert!(dep_output.status.success(), \"br dep add failed\");\n1761\t\n1762\t    // Verify the dependency exists and the blocked bead is... blocked.\n1763\t    let store = needle::bead_store::BrCliBeadStore::discover(workspace.to_path_buf()).unwrap();\n1764\t    let blocked_bead = store\n1765\t        .show(&needle::types::BeadId::from(blocked_id.clone()))\n1766\t        .await\n1767\t        .unwrap();\n1768\t    assert!(\n1769\t        !blocked_bead.dependencies.is_empty(),\n1770\t        \"dependency should exist\"\n1771\t    );\n1772\t    assert_eq!(blocked_bead.dependencies[0].id, blocker_id.as_str().into());\n1773\t    assert_eq!(blocked_bead.dependencies[0].dependency_type, \"blocks\");\n1774\t\n1775\t    // Verify the blocked bead does NOT appear in ready() (because it's blocked).\n1776\t    let filters = Filters {\n1777\t        assignee: None,\n1778\t        exclude_labels: vec![\"deferred\".to_string(), \"human\".to_string()],\n1779\t    };\n1780\t    let ready_before = store.ready(&filters).await.unwrap();\n1781\t    assert!(\n1782\t        !ready_before.iter().any(|b| b.id.as_ref() == blocked_id),\n1783\t        \"blocked bead should not appear in ready() before blocker is closed\"\n1784\t    );\n1785\t\n1786\t    // Close the blocker bead.\n1787\t    let close_output = std::process::Command::new(\"/home/coding/.local/bin/br\")\n1788\t        .args([\"close\", &blocker_id, \"--reason=Blocker completed\"])\n1789\t        .current_dir(workspace)\n1790\t        .output()\n1791\t        .expect(\"br close failed\");\n1792\t    assert!(close_output.status.success(), \"br close failed\");\n1793\t\n1794\t    // Verify the blocker is closed but the dependency still exists (stale link).\n1795\t    let blocked_bead_after = store\n1796\t        .show(&needle::types::BeadId::from(blocked_id.clone()))\n1797\t        .await\n1798\t        .unwrap();\n1799\t    assert!("}]},"parent_tool_use_id":null,"session_id":"01df7ea3-ea98-44c6-b13e-365cfc94078f","uuid":"1bb7e180-31bc-4266-84b8-5ad1d517f650","timestamp":"2026-06-25T11:55:42.060Z","tool_use_result":{"type":"text","file":{"filePath":"/home/coding/NEEDLE/tests/integration_tests.rs","content":"        .find(|l| l.contains(\"Created\"))\n        .and_then(|l| {\n            // Parse \"✓ Created <ID>: <title>\" to extract the ID\n            l.split(\"Created \").nth(1).and_then(|s| s.split(':').next())\n        })\n        .unwrap()\n        .trim()\n        .to_string();\n    let bead_id = BeadId::from(bead_id);\n\n    // Create a registry with a live worker entry.\n    let temp_dir = tempfile::tempdir().unwrap();\n    let registry = needle::registry::Registry::new(temp_dir.path());\n\n    // Register a live worker (using our own PID).\n    registry\n        .register(needle::registry::WorkerEntry {\n            id: \"live-worker\".to_string(),\n            pid: std::process::id(),\n            workspace: remote_workspace.clone(),\n            agent: \"test\".to_string(),\n            model: None,\n            provider: None,\n            started_at: Utc::now(),\n            beads_processed: 0,\n        })\n        .unwrap();\n\n    // Claim the bead to the live worker.\n    let claim_output = std::process::Command::new(\"/home/coding/.local/bin/br\")\n        .arg(\"update\")\n        .arg(bead_id.as_ref())\n        .arg(\"--assignee=live-worker\")\n        .arg(\"--status=in_progress\")\n        .current_dir(&remote_workspace)\n        .output()\n        .expect(\"br update command failed to execute\");\n    assert!(\n        claim_output.status.success(),\n        \"br update failed: {}\",\n        String::from_utf8_lossy(&claim_output.stderr)\n    );\n\n    let telemetry = Telemetry::new(\"test-worker\".to_string());\n\n    let explore_config = ExploreConfig {\n        enabled: true,\n        workspaces: vec![remote_workspace.clone()],\n        workspace_root: PathBuf::from(\"/tmp\"),\n    };\n\n    let explore = ExploreStrand::new(\n        explore_config,\n        home_workspace,\n        registry,\n        telemetry,\n        \"test-worker\".to_string(),\n    );\n\n    // Evaluate — the live worker's bead should NOT be released.\n    let result = explore.evaluate(home_store.as_ref()).await;\n\n    // Since the bead has a live assignee, it should not be released.\n    // The result should be NoWork since there are no ready beads.\n    match result {\n        StrandResult::NoWork => {\n            // Expected — bead not released, no ready beads available.\n        }\n        StrandResult::BeadFound(beads) => {\n            panic!(\n                \"should not release beads with live assignees; got beads: {:?}\",\n                beads\n            );\n        }\n        other => panic!(\"unexpected result: {:?}\", other),\n    }\n\n    // Verify the bead is still assigned to the live worker.\n    let remote_store =\n        needle::bead_store::BrCliBeadStore::discover(remote_workspace.to_path_buf()).unwrap();\n    let bead = remote_store.show(&bead_id).await.unwrap();\n    assert_eq!(\n        bead.assignee,\n        Some(\"live-worker\".to_string()),\n        \"bead should still be assigned to live worker\"\n    );\n}\n\n#[tokio::test]\nasync fn cross_workspace_mend_skips_own_worker_beads() {\n    use needle::config::ExploreConfig;\n    use needle::strand::{ExploreStrand, Strand};\n    use std::fs;\n\n    // Create real temporary directories.\n    let home_dir = tempfile::tempdir().unwrap();\n    let home_workspace = home_dir.path().to_path_buf();\n    let home_store = Arc::new(IntegrationMockStore::empty());\n\n    let remote_dir = tempfile::tempdir().unwrap();\n    let remote_workspace = remote_dir.path().to_path_buf();\n    let remote_beads_dir = remote_workspace.join(\".beads\");\n    fs::create_dir_all(&remote_beads_dir).unwrap();\n\n    // Create a bead in the remote workspace.\n    let output = std::process::Command::new(\"/home/coding/.local/bin/br\")\n        .arg(\"create\")\n        .arg(\"--type=task\")\n        .arg(\"--title=Bead assigned to us\")\n        .arg(\"--description=This bead is assigned to the current worker\")\n        .current_dir(&remote_workspace)\n        .output()\n        .expect(\"br create command failed to execute\");\n    assert!(output.status.success(), \"br create failed\");\n\n    let create_result = String::from_utf8_lossy(&output.stdout);\n    let bead_id = create_result\n        .lines()\n        .find(|l| l.contains(\"Created\"))\n        .and_then(|l| {\n            // Parse \"✓ Created <ID>: <title>\" to extract the ID\n            l.split(\"Created \").nth(1).and_then(|s| s.split(':').next())\n        })\n        .unwrap()\n        .trim()\n        .to_string();\n    let bead_id = BeadId::from(bead_id);\n\n    // Create registry.\n    let temp_dir = tempfile::tempdir().unwrap();\n    let registry = needle::registry::Registry::new(temp_dir.path());\n\n    // Claim the bead to ourselves using the qualified identity (matching production).\n    let qualified_id = \"claude-test-worker\";\n    let claim_output = std::process::Command::new(\"/home/coding/.local/bin/br\")\n        .arg(\"update\")\n        .arg(bead_id.as_ref())\n        .arg(format!(\"--assignee={qualified_id}\"))\n        .arg(\"--status=in_progress\")\n        .current_dir(&remote_workspace)\n        .output()\n        .expect(\"br update command failed to execute\");\n    assert!(\n        claim_output.status.success(),\n        \"br update failed: {}\",\n        String::from_utf8_lossy(&claim_output.stderr)\n    );\n\n    let telemetry = Telemetry::new(\"test-worker\".to_string());\n\n    let explore_config = ExploreConfig {\n        enabled: true,\n        workspaces: vec![remote_workspace.clone()],\n        workspace_root: PathBuf::from(\"/tmp\"),\n    };\n\n    let explore = ExploreStrand::new(\n        explore_config,\n        home_workspace,\n        registry,\n        telemetry,\n        qualified_id.to_string(),\n    );\n\n    // Evaluate — our own bead should NOT be released.\n    let result = explore.evaluate(home_store.as_ref()).await;\n\n    // Since the bead is assigned to us, it should not be released.\n    match result {\n        StrandResult::NoWork => {\n            // Expected — our bead not released, no ready beads available.\n        }\n        StrandResult::BeadFound(beads) => {\n            panic!(\n                \"should not release our own worker's beads; got beads: {:?}\",\n                beads\n            );\n        }\n        other => panic!(\"unexpected result: {:?}\", other),\n    }\n\n    // Verify the bead is still assigned to us.\n    let remote_store =\n        needle::bead_store::BrCliBeadStore::discover(remote_workspace.to_path_buf()).unwrap();\n    let bead = remote_store.show(&bead_id).await.unwrap();\n    assert_eq!(\n        bead.assignee,\n        Some(qualified_id.to_string()),\n        \"bead should still be assigned to us\"\n    );\n}\n\n// ═════════════════════════════════════════════════════════════════════════════\n// Test 13: Mend removes stale dependency links, making beads claimable\n// ═════════════════════════════════════════════════════════════════════════════\n\n#[tokio::test]\nasync fn mend_removes_stale_dependency_links() {\n    use needle::config::MendConfig;\n    use needle::strand::MendStrand;\n    use std::time::Duration;\n\n    // Create a temporary workspace for the test.\n    let temp_dir = tempfile::tempdir().unwrap();\n    let workspace = temp_dir.path();\n\n    // Initialize br workspace.\n    let init_output = std::process::Command::new(\"/home/coding/.local/bin/br\")\n        .arg(\"init\")\n        .current_dir(workspace)\n        .output()\n        .expect(\"br init failed\");\n    assert!(init_output.status.success(), \"br init failed\");\n\n    // Create blocker bead.\n    let blocker_output = std::process::Command::new(\"/home/coding/.local/bin/br\")\n        .args([\n            \"create\",\n            \"Blocker bead\",\n            \"--description=This is the blocker\",\n        ])\n        .current_dir(workspace)\n        .output()\n        .expect(\"br create failed\");\n    assert!(blocker_output.status.success(), \"br create failed\");\n\n    let blocker_id = String::from_utf8_lossy(&blocker_output.stdout)\n        .lines()\n        .find(|l| l.contains(\"Created\"))\n        .and_then(|l| l.split(\"Created \").nth(1).and_then(|s| s.split(':').next()))\n        .unwrap()\n        .trim()\n        .to_string();\n\n    // Create blocked bead.\n    let blocked_output = std::process::Command::new(\"/home/coding/.local/bin/br\")\n        .args([\n            \"create\",\n            \"Blocked bead\",\n            \"--description=This bead depends on the blocker\",\n        ])\n        .current_dir(workspace)\n        .output()\n        .expect(\"br create failed\");\n    assert!(blocked_output.status.success(), \"br create failed\");\n\n    let blocked_id = String::from_utf8_lossy(&blocked_output.stdout)\n        .lines()\n        .find(|l| l.contains(\"Created\"))\n        .and_then(|l| l.split(\"Created \").nth(1).and_then(|s| s.split(':').next()))\n        .unwrap()\n        .trim()\n        .to_string();\n\n    // Add dependency: blocked depends on blocker.\n    let dep_output = std::process::Command::new(\"/home/coding/.local/bin/br\")\n        .args([\"dep\", \"add\", &blocked_id, &blocker_id, \"--type\", \"blocks\"])\n        .current_dir(workspace)\n        .output()\n        .expect(\"br dep add failed\");\n    assert!(dep_output.status.success(), \"br dep add failed\");\n\n    // Verify the dependency exists and the blocked bead is... blocked.\n    let store = needle::bead_store::BrCliBeadStore::discover(workspace.to_path_buf()).unwrap();\n    let blocked_bead = store\n        .show(&needle::types::BeadId::from(blocked_id.clone()))\n        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.expect(\"br close failed\");\n    assert!(close_output.status.success(), \"br close failed\");\n\n    // Verify the blocker is closed but the dependency still exists (stale link).\n    let blocked_bead_after = store\n        .show(&needle::types::BeadId::from(blocked_id.clone()))\n        .await\n        .unwrap();\n    assert!(","numLines":300,"startLine":1500,"totalLines":2097}}}
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the rule.\n4304\t        let worker = Worker::new(config, \"test-routing-strict\".to_string(), store);\n4305\t        let adapter = crate::dispatch::AgentAdapter {\n4306\t            name: \"claude\".to_string(),\n4307\t            description: None,\n4308\t            agent_cli: \"claude\".to_string(),\n4309\t            version_command: None,\n4310\t            input_method: crate::types::InputMethod::Stdin,\n4311\t            invoke_template: \"claude {prompt}\".to_string(),\n4312\t            environment: std::collections::HashMap::new(),\n4313\t            timeout_secs: 3600,\n4314\t            provider: Some(\"anthropic\".to_string()),\n4315\t            model: Some(\"gpt-4o\".to_string()),\n4316\t            token_extraction: crate::dispatch::TokenExtraction::None,\n4317\t            output_transform: None,\n4318\t        };\n4319\t\n4320\t        let result = worker.apply_routing_rules(&adapter);\n4321\t        assert!(result.is_err());\n4322\t        let err_msg = result.unwrap_err().to_string();\n4323\t        assert!(\n4324\t            err_msg.contains(\"no routing rule matched model 'gpt-4o'\"),\n4325\t            \"error message should mention the model: {}\",\n4326\t            err_msg\n4327\t        );\n4328\t        assert!(\n4329\t            err_msg.contains(\"set routing.strict: false\"),\n4330\t            \"error message should suggest disabling strict mode: {}\",\n4331\t            err_msg\n4332\t        );\n4333\t    }\n4334\t\n4335\t    #[tokio::test]\n4336\t    async fn apply_routing_rules_strict_false_no_match_returns_default() {\n4337\t        use crate::config::{RoutingConfig, RoutingRule};\n4338\t        let store: Arc<dyn BeadStore> = Arc::new(MockStore::empty());\n4339\t        let mut config = Config::default();\n4340\t        config.self_modification.hot_reload = false;\n4341\t        // Disable strict mode with a rule that won't match.\n4342\t        config.agent.routing = Some(RoutingConfig {\n4343\t            rules: vec![RoutingRule {\n4344\t                match_model: \"sonnet\".to_string(),\n4345\t                adapter: \"claude-print\".to_string(),\n4346\t            }],\n4347\t            default_adapter: None,\n4348\t            strict: false,\n4349\t        });\n4350\t        let worker = Worker::new(config, \"test-routing-non-strict\".to_string(), store);\n4351\t        let adapter = crate::dispatch::AgentAdapter {\n4352\t            name: \"claude\".to_string(),\n4353\t            description: None,\n4354\t            agent_cli: \"claude\".to_string(),\n4355\t            version_command: None,\n4356\t            input_method: crate::types::InputMethod::Stdin,\n4357\t            invoke_template: \"claude {prompt}\".to_string(),\n4358\t            environment: std::collections::HashMap::new(),\n4359\t            timeout_secs: 3600,\n4360\t            provider: Some(\"anthropic\".to_string()),\n4361\t            model: Some(\"gpt-4o\".to_string()),\n4362\t            token_extraction: crate::dispatch::TokenExtraction::None,\n4363\t            output_transform: None,\n4364\t        };\n4365\t\n4366\t        let result = worker.apply_routing_rules(&adapter);\n4367\t        assert!(result.is_ok());\n4368\t        let (chosen_adapter, matched_rule) = result.unwrap();\n4369\t        // Should fall back to default adapter when no rule matches and strict is false.\n4370\t        assert_eq!(chosen_adapter, \"claude\");\n4371\t        assert_eq!(matched_rule, \"default\");\n4372\t    }\n4373\t\n4374\t    #[tokio::test]\n4375\t    async fn apply_routing_rules_strict_true_match_returns_ok() {\n4376\t        use crate::config::{RoutingConfig, RoutingRule};\n4377\t        let store: Arc<dyn BeadStore> = Arc::new(MockStore::empty());\n4378\t        let mut config = Config::default();\n4379\t        config.self_modification.hot_reload = false;\n4380\t        // Enable strict mode with a rule that will match.\n4381\t        config.agent.routing = Some(RoutingConfig {\n4382\t            rules: vec![RoutingRule {\n4383\t                match_model: \"claude-.*\".to_string(),\n4384\t                adapter: \"claude-print\".to_string(),\n4385\t            }],\n4386\t            default_adapter: None,\n4387\t            strict: true,\n4388\t        });\n4389\t        let worker = Worker::new(config, \"test-routing-match\".to_string(), store);\n4390\t        let adapter = crate::dispatch::AgentAdapter {\n4391\t            name: \"claude\".to_string(),\n4392\t            description: None,\n4393\t            agent_cli: \"claude\".to_string(),\n4394\t            version_command: None,\n4395\t            input_method: crate::types::InputMethod::Stdin,\n4396\t            invoke_template: \"claude {prompt}\".to_string(),\n4397\t            environment: std::collections::HashMap::new(),\n4398\t            timeout_secs: 3600,\n4399\t            provider: Some(\"anthropic\".to_string()),\n4400\t            model: Some(\"claude-sonnet-4-6\".to_string()),\n4401\t            token_extraction: crate::dispatch::TokenExtraction::None,\n4402\t            output_transform: None,\n4403\t        };\n4404\t\n4405\t        let result = worker.apply_routing_rules(&adapter);\n4406\t        assert!(result.is_ok());\n4407\t        let (chosen_adapter, matched_rule) = result.unwrap();\n4408\t        // Should use the matched adapter when rule matches.\n4409\t        assert_eq!(chosen_adapter, \"claude-print\");\n4410\t        assert_eq!(matched_rule, \"claude-.*\");\n4411\t    }\n4412\t\n4413\t    #[tokio::test]\n4414\t    async fn apply_routing_rules_strict_false_uses_default_adapter() {\n4415\t        use crate::config::{RoutingConfig, RoutingRule};\n4416\t        let store: Arc<dyn BeadStore> = Arc::new(MockStore::empty());\n4417\t        let mut config = Config::default();\n4418\t        config.self_modification.hot_reload = false;\n4419\t        // Disable strict mode with default_adapter set.\n4420\t        config.agent.routing = Some(RoutingConfig {\n4421\t            rules: vec![RoutingRule {\n4422\t                match_model: \"sonnet\".to_string(),\n4423\t                adapter: \"claude-print\".to_string(),\n4424\t            }],\n4425\t            default_adapter: Some(\"claude-code-glm-4.7\".to_string()),\n4426\t            strict: false,\n4427\t        });\n4428\t        let worker = Worker::new(config, \"test-routing-default-adapter\".to_string(), store);\n4429\t        let adapter = crate::dispatch::AgentAdapter {\n4430\t            name: \"claude\".to_string(),\n4431\t            description: None,\n4432\t            agent_cli: \"claude\".to_string(),\n4433\t            version_command: None,\n4434\t            input_method: crate::types::InputMethod::Stdin,\n4435\t            invoke_template: \"claude {prompt}\".to_string(),\n4436\t            environment: std::collections::HashMap::new(),\n4437\t            timeout_secs: 3600,\n4438\t            provider: Some(\"anthropic\".to_string()),\n4439\t            model: Some(\"gpt-4o\".to_string()),\n4440\t            token_extraction: crate::dispatch::TokenExtraction::None,\n4441\t            output_transform: None,\n4442\t        };\n4443\t\n4444\t        let result = worker.apply_routing_rules(&adapter);\n4445\t        assert!(result.is_ok());\n4446\t        let (chosen_adapter, matched_rule) = result.unwrap();\n4447\t        // Should use the routing default adapter when no rule matches.\n4448\t        assert_eq!(chosen_adapter, \"claude-code-glm-4.7\");\n4449\t        assert_eq!(matched_rule, \"routing-default\");\n4450\t    }\n4451\t}\n4452\t"}]},"parent_tool_use_id":null,"session_id":"01df7ea3-ea98-44c6-b13e-365cfc94078f","uuid":"1462266e-9513-41e0-b11b-f08eac758211","timestamp":"2026-06-25T11:55:55.943Z","tool_use_result":{"type":"text","file":{"filePath":"/home/coding/NEEDLE/src/worker/mod.rs","content":"    // ── apply_routing_rules tests ──\n\n    #[tokio::test]\n    async fn apply_routing_rules_strict_true_no_match_returns_err() {\n        use crate::config::{RoutingConfig, RoutingRule};\n        let store: Arc<dyn BeadStore> = Arc::new(MockStore::empty());\n        let mut config = Config::default();\n        config.self_modification.hot_reload = false;\n        // Enable strict mode with a rule that won't match.\n        config.agent.routing = Some(RoutingConfig {\n            rules: vec![RoutingRule {\n                match_model: \"sonnet\".to_string(),\n                adapter: \"claude-print\".to_string(),\n            }],\n            default_adapter: None,\n            strict: true,\n        });\n        // Set up a model that won't match the rule.\n        let worker = Worker::new(config, \"test-routing-strict\".to_string(), store);\n        let adapter = crate::dispatch::AgentAdapter {\n            name: \"claude\".to_string(),\n            description: None,\n            agent_cli: \"claude\".to_string(),\n            version_command: None,\n            input_method: crate::types::InputMethod::Stdin,\n            invoke_template: \"claude {prompt}\".to_string(),\n            environment: std::collections::HashMap::new(),\n            timeout_secs: 3600,\n            provider: Some(\"anthropic\".to_string()),\n            model: Some(\"gpt-4o\".to_string()),\n            token_extraction: crate::dispatch::TokenExtraction::None,\n            output_transform: None,\n        };\n\n        let result = worker.apply_routing_rules(&adapter);\n        assert!(result.is_err());\n        let err_msg = result.unwrap_err().to_string();\n        assert!(\n            err_msg.contains(\"no routing rule matched model 'gpt-4o'\"),\n            \"error message should mention the model: {}\",\n            err_msg\n        );\n        assert!(\n            err_msg.contains(\"set routing.strict: false\"),\n            \"error message should suggest disabling strict mode: {}\",\n            err_msg\n        );\n    }\n\n    #[tokio::test]\n    async fn apply_routing_rules_strict_false_no_match_returns_default() {\n        use crate::config::{RoutingConfig, RoutingRule};\n        let store: Arc<dyn BeadStore> = Arc::new(MockStore::empty());\n        let mut config = Config::default();\n        config.self_modification.hot_reload = false;\n        // Disable strict mode with a rule that won't match.\n        config.agent.routing = Some(RoutingConfig {\n            rules: vec![RoutingRule {\n                match_model: \"sonnet\".to_string(),\n                adapter: \"claude-print\".to_string(),\n            }],\n            default_adapter: None,\n            strict: false,\n        });\n        let worker = Worker::new(config, \"test-routing-non-strict\".to_string(), store);\n        let adapter = crate::dispatch::AgentAdapter {\n            name: \"claude\".to_string(),\n            description: None,\n            agent_cli: \"claude\".to_string(),\n            version_command: None,\n            input_method: crate::types::InputMethod::Stdin,\n            invoke_template: \"claude {prompt}\".to_string(),\n            environment: std::collections::HashMap::new(),\n            timeout_secs: 3600,\n            provider: Some(\"anthropic\".to_string()),\n            model: Some(\"gpt-4o\".to_string()),\n            token_extraction: crate::dispatch::TokenExtraction::None,\n            output_transform: None,\n        };\n\n        let result = worker.apply_routing_rules(&adapter);\n        assert!(result.is_ok());\n        let (chosen_adapter, matched_rule) = result.unwrap();\n        // Should fall back to default adapter when no rule matches and strict is false.\n        assert_eq!(chosen_adapter, \"claude\");\n        assert_eq!(matched_rule, \"default\");\n    }\n\n    #[tokio::test]\n    async fn apply_routing_rules_strict_true_match_returns_ok() {\n        use crate::config::{RoutingConfig, RoutingRule};\n        let store: Arc<dyn BeadStore> = Arc::new(MockStore::empty());\n        let mut config = Config::default();\n        config.self_modification.hot_reload = false;\n        // Enable strict mode with a rule that will match.\n        config.agent.routing = Some(RoutingConfig {\n            rules: vec![RoutingRule {\n                match_model: \"claude-.*\".to_string(),\n                adapter: \"claude-print\".to_string(),\n            }],\n            default_adapter: None,\n            strict: true,\n        });\n        let worker = Worker::new(config, \"test-routing-match\".to_string(), store);\n        let adapter = crate::dispatch::AgentAdapter {\n            name: \"claude\".to_string(),\n            description: None,\n            agent_cli: \"claude\".to_string(),\n            version_command: None,\n            input_method: crate::types::InputMethod::Stdin,\n            invoke_template: \"claude {prompt}\".to_string(),\n            environment: std::collections::HashMap::new(),\n            timeout_secs: 3600,\n            provider: Some(\"anthropic\".to_string()),\n            model: Some(\"claude-sonnet-4-6\".to_string()),\n            token_extraction: crate::dispatch::TokenExtraction::None,\n            output_transform: None,\n        };\n\n        let result = worker.apply_routing_rules(&adapter);\n        assert!(result.is_ok());\n        let (chosen_adapter, matched_rule) = result.unwrap();\n        // Should use the matched adapter when rule matches.\n        assert_eq!(chosen_adapter, \"claude-print\");\n        assert_eq!(matched_rule, \"claude-.*\");\n    }\n\n    #[tokio::test]\n    async fn apply_routing_rules_strict_false_uses_default_adapter() {\n        use crate::config::{RoutingConfig, RoutingRule};\n        let store: Arc<dyn BeadStore> = Arc::new(MockStore::empty());\n        let mut config = Config::default();\n        config.self_modification.hot_reload = false;\n        // Disable strict mode with default_adapter set.\n        config.agent.routing = Some(RoutingConfig {\n            rules: vec![RoutingRule {\n                match_model: \"sonnet\".to_string(),\n                adapter: \"claude-print\".to_string(),\n            }],\n            default_adapter: Some(\"claude-code-glm-4.7\".to_string()),\n            strict: false,\n        });\n        let worker = Worker::new(config, \"test-routing-default-adapter\".to_string(), store);\n        let adapter = crate::dispatch::AgentAdapter {\n            name: \"claude\".to_string(),\n            description: None,\n            agent_cli: \"claude\".to_string(),\n            version_command: None,\n            input_method: crate::types::InputMethod::Stdin,\n            invoke_template: \"claude {prompt}\".to_string(),\n            environment: std::collections::HashMap::new(),\n            timeout_secs: 3600,\n            provider: Some(\"anthropic\".to_string()),\n            model: Some(\"gpt-4o\".to_string()),\n            token_extraction: crate::dispatch::TokenExtraction::None,\n            output_transform: None,\n        };\n\n        let result = worker.apply_routing_rules(&adapter);\n        assert!(result.is_ok());\n        let (chosen_adapter, matched_rule) = result.unwrap();\n        // Should use the routing default adapter when no rule matches.\n        assert_eq!(chosen_adapter, \"claude-code-glm-4.7\");\n        assert_eq!(matched_rule, \"routing-default\");\n    }\n}\n","numLines":167,"startLine":4286,"totalLines":4452}}}
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{"type":"user","message":{"role":"user","content":[{"tool_use_id":"call_f7466244bb42461aa29cd996","type":"tool_result","content":"2270\t        );\n2271\t        assert!(\n2272\t            matches!(\n2273\t                sources.get(\"agent.timeout\"),\n2274\t                Some(ConfigSource::WorkspaceFile(_))\n2275\t            ),\n2276\t            \"agent.timeout source should be WorkspaceFile\"\n2277\t        );\n2278\t    }\n2279\t\n2280\t    #[test]\n2281\t    fn workspace_config_overrides_prompt() {\n2282\t        let dir = tempfile::tempdir().unwrap();\n2283\t        std::fs::write(\n2284\t            dir.path().join(\".needle.yaml\"),\n2285\t            \"prompt:\\n  context_files:\\n    - AGENTS.md\\n  instructions: test instructions\\n\",\n2286\t        )\n2287\t        .unwrap();\n2288\t\n2289\t        let overrides = ConfigLoader::load_workspace(dir.path()).unwrap().unwrap();\n2290\t        let mut config = Config::default();\n2291\t        let mut sources = SourceMap::new();\n2292\t        ConfigLoader::apply_workspace(&mut config, &overrides, dir.path(), &mut sources);\n2293\t\n2294\t        assert_eq!(\n2295\t            config.prompt.context_files,\n2296\t            vec![PathBuf::from(\"AGENTS.md\")]\n2297\t        );\n2298\t        assert_eq!(\n2299\t            config.prompt.instructions.as_deref(),\n2300\t            Some(\"test instructions\")\n2301\t        );\n2302\t    }\n2303\t\n2304\t    #[test]\n2305\t    fn workspace_config_global_used_when_absent() {\n2306\t        let dir = tempfile::tempdir().unwrap();\n2307\t        // No .needle.yaml — global config should remain unchanged.\n2308\t        let mut config = Config::default();\n2309\t        config.agent.default = \"global-agent\".to_string();\n2310\t\n2311\t        let ws_overrides = ConfigLoader::load_workspace(dir.path()).unwrap();\n2312\t        assert!(ws_overrides.is_none());\n2313\t        // Config remains as-is.\n2314\t        assert_eq!(config.agent.default, \"global-agent\");\n2315\t    }\n2316\t\n2317\t    #[test]\n2318\t    fn workspace_config_partial_agent_override() {\n2319\t        let dir = tempfile::tempdir().unwrap();\n2320\t        // Only override timeout, not default.\n2321\t        std::fs::write(dir.path().join(\".needle.yaml\"), \"agent:\\n  timeout: 999\\n\").unwrap();\n2322\t\n2323\t        let overrides = ConfigLoader::load_workspace(dir.path()).unwrap().unwrap();\n2324\t        let mut config = Config::default();\n2325\t        let original_agent = config.agent.default.clone();\n2326\t        let mut sources = SourceMap::new();\n2327\t        ConfigLoader::apply_workspace(&mut config, &overrides, dir.path(), &mut sources);\n2328\t\n2329\t        assert_eq!(\n2330\t            config.agent.default, original_agent,\n2331\t            \"default should not change\"\n2332\t        );\n2333\t        assert_eq!(config.agent.timeout, 999);\n2334\t        assert!(\n2335\t            !sources.contains_key(\"agent.default\"),\n2336\t            \"source should not be set for unchanged field\"\n2337\t        );\n2338\t    }\n2339\t\n2340\t    #[test]\n2341\t    fn non_overridable_keys_are_detected() {\n2342\t        // This tests the detection logic directly — warnings are emitted via tracing.\n2343\t        let yaml = \"worker:\\n  max_workers: 99\\nagent:\\n  default: opus\\ntelemetry:\\n  file_sink:\\n    enabled: false\\n\";\n2344\t        let path = Path::new(\"/test/.needle.yaml\");\n2345\t        // Should not return error — non-overridable keys produce warnings, not errors.\n2346\t        let result = ConfigLoader::warn_non_overridable_keys(yaml, path);\n2347\t        assert!(result.is_ok());\n2348\t    }\n2349\t\n2350\t    #[test]\n2351\t    fn workspace_overrides_deserialize_ignores_non_overridable() {\n2352\t        let yaml = \"agent:\\n  default: opus\\nworker:\\n  max_workers: 99\\n\";\n2353\t        let overrides: WorkspaceOverrides = serde_yaml::from_str(yaml).unwrap();\n2354\t        assert_eq!(\n2355\t            overrides.agent.as_ref().unwrap().default.as_deref(),\n2356\t            Some(\"opus\")\n2357\t        );\n2358\t        // WorkspaceOverrides doesn't have a worker field, so it's silently ignored.\n2359\t    }\n2360\t\n2361\t    #[test]\n2362\t    fn workspace_labels_parsed_from_needle_yaml() {\n2363\t        let dir = tempfile::tempdir().unwrap();\n2364\t        std::fs::write(\n2365\t            dir.path().join(\".needle.yaml\"),\n2366\t            \"workspace:\\n  labels: [rust, api, trading]\\n\",\n2367\t        )\n2368\t        .unwrap();\n2369\t"}]},"parent_tool_use_id":null,"session_id":"01df7ea3-ea98-44c6-b13e-365cfc94078f","uuid":"5f09c7b4-98c4-492a-8c47-152c379c707f","timestamp":"2026-06-25T11:56:10.584Z","tool_use_result":{"type":"text","file":{"filePath":"/home/coding/NEEDLE/src/config/mod.rs","content":"        );\n        assert!(\n            matches!(\n                sources.get(\"agent.timeout\"),\n                Some(ConfigSource::WorkspaceFile(_))\n            ),\n            \"agent.timeout source should be WorkspaceFile\"\n        );\n    }\n\n    #[test]\n    fn workspace_config_overrides_prompt() {\n        let dir = tempfile::tempdir().unwrap();\n        std::fs::write(\n            dir.path().join(\".needle.yaml\"),\n            \"prompt:\\n  context_files:\\n    - AGENTS.md\\n  instructions: test instructions\\n\",\n        )\n        .unwrap();\n\n        let overrides = ConfigLoader::load_workspace(dir.path()).unwrap().unwrap();\n        let mut config = Config::default();\n        let mut sources = SourceMap::new();\n        ConfigLoader::apply_workspace(&mut config, &overrides, dir.path(), &mut sources);\n\n        assert_eq!(\n            config.prompt.context_files,\n            vec![PathBuf::from(\"AGENTS.md\")]\n        );\n        assert_eq!(\n            config.prompt.instructions.as_deref(),\n            Some(\"test instructions\")\n        );\n    }\n\n    #[test]\n    fn workspace_config_global_used_when_absent() {\n        let dir = tempfile::tempdir().unwrap();\n        // No .needle.yaml — global config should remain unchanged.\n        let mut config = Config::default();\n        config.agent.default = \"global-agent\".to_string();\n\n        let ws_overrides = ConfigLoader::load_workspace(dir.path()).unwrap();\n        assert!(ws_overrides.is_none());\n        // Config remains as-is.\n        assert_eq!(config.agent.default, \"global-agent\");\n    }\n\n    #[test]\n    fn workspace_config_partial_agent_override() {\n        let dir = tempfile::tempdir().unwrap();\n        // Only override timeout, not default.\n        std::fs::write(dir.path().join(\".needle.yaml\"), \"agent:\\n  timeout: 999\\n\").unwrap();\n\n        let overrides = ConfigLoader::load_workspace(dir.path()).unwrap().unwrap();\n        let mut config = Config::default();\n        let original_agent = config.agent.default.clone();\n        let mut sources = SourceMap::new();\n        ConfigLoader::apply_workspace(&mut config, &overrides, dir.path(), &mut sources);\n\n        assert_eq!(\n            config.agent.default, original_agent,\n            \"default should not change\"\n        );\n        assert_eq!(config.agent.timeout, 999);\n        assert!(\n            !sources.contains_key(\"agent.default\"),\n            \"source should not be set for unchanged field\"\n        );\n    }\n\n    #[test]\n    fn non_overridable_keys_are_detected() {\n        // This tests the detection logic directly — warnings are emitted via tracing.\n        let yaml = \"worker:\\n  max_workers: 99\\nagent:\\n  default: opus\\ntelemetry:\\n  file_sink:\\n    enabled: false\\n\";\n        let path = Path::new(\"/test/.needle.yaml\");\n        // Should not return error — non-overridable keys produce warnings, not errors.\n        let result = ConfigLoader::warn_non_overridable_keys(yaml, path);\n        assert!(result.is_ok());\n    }\n\n    #[test]\n    fn workspace_overrides_deserialize_ignores_non_overridable() {\n        let yaml = \"agent:\\n  default: opus\\nworker:\\n  max_workers: 99\\n\";\n        let overrides: WorkspaceOverrides = serde_yaml::from_str(yaml).unwrap();\n        assert_eq!(\n            overrides.agent.as_ref().unwrap().default.as_deref(),\n            Some(\"opus\")\n        );\n        // WorkspaceOverrides doesn't have a worker field, so it's silently ignored.\n    }\n\n    #[test]\n    fn workspace_labels_parsed_from_needle_yaml() {\n        let dir = tempfile::tempdir().unwrap();\n        std::fs::write(\n            dir.path().join(\".needle.yaml\"),\n            \"workspace:\\n  labels: [rust, api, trading]\\n\",\n        )\n        .unwrap();\n","numLines":100,"startLine":2270,"totalLines":3907}}}
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{"type":"user","message":{"role":"user","content":[{"tool_use_id":"call_bd77c5dfcdf541d69f089a2b","type":"tool_result","content":"3726\t    fn routing_first_match_wins() {\n3727\t        // Test that the first matching rule wins\n3728\t        let routing = RoutingConfig {\n3729\t            rules: vec![\n3730\t                RoutingRule {\n3731\t                    match_model: \"sonnet.*\".to_string(),\n3732\t                    adapter: \"first-adapter\".to_string(),\n3733\t                },\n3734\t                RoutingRule {\n3735\t                    match_model: \"claude-sonnet-4-6\".to_string(),\n3736\t                    adapter: \"second-adapter\".to_string(),\n3737\t                },\n3738\t            ],\n3739\t            default_adapter: Some(\"fallback-adapter\".to_string()),\n3740\t            strict: false,\n3741\t        };\n3742\t\n3743\t        // Test that \"claude-sonnet-4-6\" matches the first rule\n3744\t        let first_rule = &routing.rules[0];\n3745\t        let re = regex::Regex::new(&first_rule.match_model).unwrap();\n3746\t        assert!(\n3747\t            re.is_match(\"claude-sonnet-4-6\"),\n3748\t            \"first rule should match the model\"\n3749\t        );\n3750\t\n3751\t        // Both rules match, but first one should win\n3752\t        let second_rule = &routing.rules[1];\n3753\t        let re2 = regex::Regex::new(&second_rule.match_model).unwrap();\n3754\t        assert!(\n3755\t            re2.is_match(\"claude-sonnet-4-6\"),\n3756\t            \"second rule also matches\"\n3757\t        );\n3758\t        // The routing logic in apply_routing_rules iterates in order and returns first match\n3759\t    }\n3760\t\n3761\t    #[test]\n3762\t    fn routing_workspace_override() {\n3763\t        let dir = tempfile::tempdir().unwrap();\n3764\t        std::fs::write(\n3765\t            dir.path().join(\".needle.yaml\"),\n3766\t            r#\"\n3767\tagent:\n3768\t  default: global-default\n3769\t  routing:\n3770\t    rules:\n3771\t      - match_model: \"claude-sonnet.*\"\n3772\t        adapter: workspace-sonnet-adapter\n3773\t    default_adapter: workspace-fallback\n3774\t\"#,\n3775\t        )\n3776\t        .unwrap();\n3777\t\n3778\t        let overrides = ConfigLoader::load_workspace(dir.path()).unwrap().unwrap();\n3779\t        let mut config = Config::default();\n3780\t        config.agent.default = \"global-default\".to_string();\n3781\t        let mut sources = SourceMap::new();\n3782\t        ConfigLoader::apply_workspace(&mut config, &overrides, dir.path(), &mut sources);\n3783\t\n3784\t        assert!(config.agent.routing.is_some());\n3785\t        let routing = config.agent.routing.as_ref().unwrap();\n3786\t        assert_eq!(routing.rules.len(), 1);\n3787\t        assert_eq!(routing.rules[0].adapter, \"workspace-sonnet-adapter\");\n3788\t        assert_eq!(\n3789\t            routing.default_adapter.as_deref(),\n3790\t            Some(\"workspace-fallback\")\n3791\t        );\n3792\t    }\n3793\t\n3794\t    #[test]\n3795\t    fn routing_default_fallback_no_match() {\n3796\t        // Test that when no rules match, we fall back to default_adapter\n3797\t        let routing = RoutingConfig {\n3798\t            rules: vec![\n3799\t                RoutingRule {\n3800\t                    match_model: \"sonnet.*\".to_string(),\n3801\t                    adapter: \"sonnet-adapter\".to_string(),\n3802\t                },\n3803\t            ],\n3804\t            default_adapter: Some(\"fallback-adapter\".to_string()),\n3805\t            strict: false,\n3806\t        };\n3807\t\n3808\t        // Model \"claude-opus-4-8\" doesn't match \"sonnet.*\"\n3809\t        let re = regex::Regex::new(&routing.rules[0].match_model).unwrap();\n3810\t        assert!(\n3811\t            !re.is_match(\"claude-opus-4-8\"),\n3812\t            \"model should not match the rule\"\n3813\t        );\n3814\t\n3815\t        // Should fall back to default_adapter\n3816\t        assert_eq!(\n3817\t            routing.default_adapter.as_deref(),\n3818\t            Some(\"fallback-adapter\")\n3819\t        );\n3820\t    }\n3821\t\n3822\t    #[test]\n3823\t    fn routing_strict_mode_failure() {\n3824\t        // Test that strict mode causes failure when no rules match\n3825\t        let routing = RoutingConfig {\n3826\t            rules: vec![\n3827\t                RoutingRule {\n3828\t                    match_model: \"sonnet.*\".to_string(),\n3829\t                    adapter: \"sonnet-adapter\".to_string(),\n3830\t                },\n3831\t            ],\n3832\t            default_adapter: None,\n3833\t            strict: true, // Strict mode enabled\n3834\t        };\n3835\t\n3836\t        // Verify strict mode is set\n3837\t        assert!(routing.strict, \"strict mode should be enabled\");\n3838\t\n3839\t        // Model \"claude-opus-4-8\" doesn't match \"sonnet.*\"\n3840\t        let re = regex::Regex::new(&routing.rules[0].match_model).unwrap();\n3841\t        assert!(\n3842\t            !re.is_match(\"claude-opus-4-8\"),\n3843\t            \"model should not match the rule\"\n3844\t        );\n3845\t\n3846\t        // In strict mode with no match, the worker should fail\n3847\t        // (This is tested in integration tests via apply_routing_rules)\n3848\t    }\n3849\t\n3850\t    #[test]\n3851\t    fn routing_default_anthropic_models_to_claude_print() {\n3852\t        // Test that default routing rules route Anthropic models to claude-print\n3853\t        let default_routing = AgentConfig::default_routing();\n3854\t        assert!(default_routing.is_some());\n3855\t\n3856\t        let routing = default_routing.unwrap();\n3857\t        assert!(!routing.rules.is_empty(), \"should have default rules\");\n3858\t\n3859\t        // Check that the default rule matches Anthropic Claude models\n3860\t        let rule = &routing.rules[0];\n3861\t        let re = regex::Regex::new(&rule.match_model).unwrap();\n3862\t\n3863\t        // Test various Anthropic model names\n3864\t        assert!(re.is_match(\"claude-sonnet-4-6\"), \"should match sonnet\");\n3865\t        assert!(re.is_match(\"claude-opus-4-8\"), \"should match opus\");\n3866\t        assert!(re.is_match(\"claude-fable-5\"), \"should match fable\");\n3867\t        assert!(re.is_match(\"claude-haiku-4-5-20251001\"), \"should match haiku\");\n3868\t        assert!(re.is_match(\"sonnet\"), \"should match short form\");\n3869\t        assert!(re.is_match(\"opus\"), \"should match short form\");\n3870\t\n3871\t        // Verify the adapter is claude-print\n3872\t        assert_eq!(rule.adapter, \"claude-print\");\n3873\t\n3874\t        // Verify default fallback\n3875\t        assert_eq!("}]},"parent_tool_use_id":null,"session_id":"01df7ea3-ea98-44c6-b13e-365cfc94078f","uuid":"c72cef2e-5202-4534-ac8d-f347ac41f303","timestamp":"2026-06-25T11:56:26.288Z","tool_use_result":{"type":"text","file":{"filePath":"/home/coding/NEEDLE/src/config/mod.rs","content":"    fn routing_first_match_wins() {\n        // Test that the first matching rule wins\n        let routing = RoutingConfig {\n            rules: vec![\n                RoutingRule {\n                    match_model: \"sonnet.*\".to_string(),\n                    adapter: \"first-adapter\".to_string(),\n                },\n                RoutingRule {\n                    match_model: \"claude-sonnet-4-6\".to_string(),\n                    adapter: \"second-adapter\".to_string(),\n                },\n            ],\n            default_adapter: Some(\"fallback-adapter\".to_string()),\n            strict: false,\n        };\n\n        // Test that \"claude-sonnet-4-6\" matches the first rule\n        let first_rule = &routing.rules[0];\n        let re = regex::Regex::new(&first_rule.match_model).unwrap();\n        assert!(\n            re.is_match(\"claude-sonnet-4-6\"),\n            \"first rule should match the model\"\n        );\n\n        // Both rules match, but first one should win\n        let second_rule = &routing.rules[1];\n        let re2 = regex::Regex::new(&second_rule.match_model).unwrap();\n        assert!(\n            re2.is_match(\"claude-sonnet-4-6\"),\n            \"second rule also matches\"\n        );\n        // The routing logic in apply_routing_rules iterates in order and returns first match\n    }\n\n    #[test]\n    fn routing_workspace_override() {\n        let dir = tempfile::tempdir().unwrap();\n        std::fs::write(\n            dir.path().join(\".needle.yaml\"),\n            r#\"\nagent:\n  default: global-default\n  routing:\n    rules:\n      - match_model: \"claude-sonnet.*\"\n        adapter: workspace-sonnet-adapter\n    default_adapter: workspace-fallback\n\"#,\n        )\n        .unwrap();\n\n        let overrides = ConfigLoader::load_workspace(dir.path()).unwrap().unwrap();\n        let mut config = Config::default();\n        config.agent.default = \"global-default\".to_string();\n        let mut sources = SourceMap::new();\n        ConfigLoader::apply_workspace(&mut config, &overrides, dir.path(), &mut sources);\n\n        assert!(config.agent.routing.is_some());\n        let routing = config.agent.routing.as_ref().unwrap();\n        assert_eq!(routing.rules.len(), 1);\n        assert_eq!(routing.rules[0].adapter, \"workspace-sonnet-adapter\");\n        assert_eq!(\n            routing.default_adapter.as_deref(),\n            Some(\"workspace-fallback\")\n        );\n    }\n\n    #[test]\n    fn routing_default_fallback_no_match() {\n        // Test that when no rules match, we fall back to default_adapter\n        let routing = RoutingConfig {\n            rules: vec![\n                RoutingRule {\n                    match_model: \"sonnet.*\".to_string(),\n                    adapter: \"sonnet-adapter\".to_string(),\n                },\n            ],\n            default_adapter: Some(\"fallback-adapter\".to_string()),\n            strict: false,\n        };\n\n        // Model \"claude-opus-4-8\" doesn't match \"sonnet.*\"\n        let re = regex::Regex::new(&routing.rules[0].match_model).unwrap();\n        assert!(\n            !re.is_match(\"claude-opus-4-8\"),\n            \"model should not match the rule\"\n        );\n\n        // Should fall back to default_adapter\n        assert_eq!(\n            routing.default_adapter.as_deref(),\n            Some(\"fallback-adapter\")\n        );\n    }\n\n    #[test]\n    fn routing_strict_mode_failure() {\n        // Test that strict mode causes failure when no rules match\n        let routing = RoutingConfig {\n            rules: vec![\n                RoutingRule {\n                    match_model: \"sonnet.*\".to_string(),\n                    adapter: \"sonnet-adapter\".to_string(),\n                },\n            ],\n            default_adapter: None,\n            strict: true, // Strict mode enabled\n        };\n\n        // Verify strict mode is set\n        assert!(routing.strict, \"strict mode should be enabled\");\n\n        // Model \"claude-opus-4-8\" doesn't match \"sonnet.*\"\n        let re = regex::Regex::new(&routing.rules[0].match_model).unwrap();\n        assert!(\n            !re.is_match(\"claude-opus-4-8\"),\n            \"model should not match the rule\"\n        );\n\n        // In strict mode with no match, the worker should fail\n        // (This is tested in integration tests via apply_routing_rules)\n    }\n\n    #[test]\n    fn routing_default_anthropic_models_to_claude_print() {\n        // Test that default routing rules route Anthropic models to claude-print\n        let default_routing = AgentConfig::default_routing();\n        assert!(default_routing.is_some());\n\n        let routing = default_routing.unwrap();\n        assert!(!routing.rules.is_empty(), \"should have default rules\");\n\n        // Check that the default rule matches Anthropic Claude models\n        let rule = &routing.rules[0];\n        let re = regex::Regex::new(&rule.match_model).unwrap();\n\n        // Test various Anthropic model names\n        assert!(re.is_match(\"claude-sonnet-4-6\"), \"should match sonnet\");\n        assert!(re.is_match(\"claude-opus-4-8\"), \"should match opus\");\n        assert!(re.is_match(\"claude-fable-5\"), \"should match fable\");\n        assert!(re.is_match(\"claude-haiku-4-5-20251001\"), \"should match haiku\");\n        assert!(re.is_match(\"sonnet\"), \"should match short form\");\n        assert!(re.is_match(\"opus\"), \"should match short form\");\n\n        // Verify the adapter is claude-print\n        assert_eq!(rule.adapter, \"claude-print\");\n\n        // Verify default fallback\n        assert_eq!(","numLines":150,"startLine":3726,"totalLines":3907}}}
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If no rule matches and `strict: false`, use `default_adapter` or fall back to `agent.default`.\n689\t4. If no rule matches and `strict: true`, emit `RoutingFailed` telemetry and fail the dispatch.\n690\t\n691\t**Telemetry events:**\n692\t- `RoutingDecision`: emitted when a routing rule matches (bead_id, model, matched_rule, chosen_adapter).\n693\t- `RoutingFailed`: emitted in strict mode when no rule matches (bead_id, model, rules_tried).\n694\t\n695\t**Workspace overrides:**\n696\tRouting rules can be overridden per-workspace via `.needle.yaml`:\n697\t\n698\t```yaml\n699\t# workspace-specific routing\n700\tagent:\n701\t  routing:\n702\t    rules:\n703\t      - match_model: \"claude-sonnet.*\"\n704\t        adapter: workspace-sonnet-adapter\n705\t    default_adapter: workspace-fallback\n706\t```\n707\t\n708\t**Default behavior:**\n709\tThe built-in default routes Anthropic Claude models to `claude-print` and everything else to `claude-code-glm-4.7`. Workspaces can override this by defining their own `agent.routing` section.\n710\t\n711\t### outcome\n712\t\n713\tClassifies the agent's exit and routes to the appropriate handler.\n714\t\n715\t```\n716\tenum Outcome {\n717\t    Success,           // exit 0\n718\t    Failure,           // exit 1\n719\t    Timeout,           // exit 124 (set by dispatcher)\n720\t    Crash(i32),        // exit >128 (signal)\n721\t    AgentNotFound,     // exit 127"}]},"parent_tool_use_id":null,"session_id":"01df7ea3-ea98-44c6-b13e-365cfc94078f","uuid":"314116a2-e044-4ba7-9ece-0b3c15f05c2d","timestamp":"2026-06-25T11:57:35.270Z","tool_use_result":{"type":"text","file":{"filePath":"/home/coding/NEEDLE/docs/plan/plan.md","content":"### Model-based adapter routing\n\nNEEDLE supports dynamic adapter selection based on model names. 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To maximize subscription value, Anthropic Claude models (sonnet, opus, fable, haiku) route to `claude-print`, while other models default to `claude-code-glm-4.7`.\n\n**Configuration schema:**\n\n```yaml\nagent:\n  default: claude  # fallback when no routing rules match\n  routing:\n    rules:\n      - match_model: \"(claude-)?(sonnet|opus).*\"\n        adapter: claude-print\n      - match_model: \"(claude-)?(fable|haiku).*\"\n        adapter: claude-print\n      - match_model: \"glm-4.*\"\n        adapter: claude-code-glm-4.7\n    default_adapter: claude-code-glm-4.7  # fallback when no rule matches\n    strict: false  # if true, fail dispatch when no rule matches\n```\n\n**Routing logic:**\n1. Rules are evaluated in order; first match wins.\n2. Pattern matching uses regex against the model name only (no provider prefix).\n3. If no rule matches and `strict: false`, use `default_adapter` or fall back to `agent.default`.\n4. 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Before this date, `claude -p` commands use subscription credits; after, they consume API credits. To maximize subscription value, Anthropic Claude models (sonnet, opus, fable, haiku) route to `claude-print`, while other models default to `claude-code-glm-4.7`.\n+\n+**Configuration schema:**\n+\n+```yaml\n+agent:\n+  default: claude  # fallback when no routing rules match\n+  routing:\n+    rules:\n+      - match_model: \"(claude-)?(sonnet|opus).*\"\n+        adapter: claude-print\n+      - match_model: \"(claude-)?(fable|haiku).*\"\n+        adapter: claude-print\n+      - match_model: \"glm-4.*\"\n+        adapter: claude-code-glm-4.7\n+    default_adapter: claude-code-glm-4.7  # fallback when no rule matches\n+    strict: false  # if true, fail dispatch when no rule matches\n+```\n+\n+**Routing logic:**\n+1. Rules are evaluated in order; first match wins.\n+2. Pattern matching uses regex against the model name only (no provider prefix).\n+3. If no rule matches and `strict: false`, use `default_adapter` or fall back to `agent.default`.\n+4. If no rule matches and `strict: true`, emit `RoutingFailed` telemetry and fail the dispatch.\n+\n+**Telemetry events:**\n+- `RoutingDecision`: emitted when a routing rule matches (bead_id, model, matched_rule, chosen_adapter).\n+- `RoutingFailed`: emitted in strict mode when no rule matches (bead_id, model, rules_tried).\n+\n+**Workspace overrides:**\n+Routing rules can be overridden per-workspace via `.needle.yaml`:\n+\n+```yaml\n+# workspace-specific routing\n+agent:\n+  routing:\n+    rules:\n+      - match_model: \"claude-sonnet.*\"\n+        adapter: workspace-sonnet-adapter\n+    default_adapter: workspace-fallback\n+```\n+\n+**Default behavior:**\n+The built-in default routes Anthropic Claude models to `claude-print` and everything else to `claude-code-glm-4.7`. Workspaces can override this by defining their own `agent.routing` section.\n+\n ### outcome\n \n Classifies the agent's exit and routes to the appropriate handler.\ndiff --git a/src/config/mod.rs b/src/config/mod.rs\nindex 71bf051..44c9bba 100644\n--- a/src/config/mod.rs\n+++ b/src/config/mod.rs\n@@ -3719,4 +3719,188 @@ agent:\n         );\n         assert_eq!(config.agent.default, \"claude\");\n     }\n+\n+    // ── Routing behavior tests ──\n+\n+    #[test]\n+    fn routing_first_match_wins() {\n+        // Test that the first matching rule wins\n+        let routing = RoutingConfig {\n+            rules: vec![\n+                RoutingRule {\n+                    match_model: \"sonnet.*\".to_string(),\n+                    adapter: \"first-adapter\".to_string(),\n+                },\n+                RoutingRule {\n+                    match_model: \"claude-sonnet-4-6\".to_string(),\n+                    adapter: \"second-adapter\".to_string(),\n+                },\n+            ],\n+            default_adapter: Some(\"fallback-adapter\".to_string()),\n+            strict: false,\n+        };\n+\n+        // Test that \"claude-sonnet-4-6\" matches the first rule\n+        let first_rule = &routing.rules[0];\n+        let re = regex::Regex::new(&first_rule.match_model).unwrap();\n+        assert!(\n+            re.is_match(\"claude-sonnet-4-6\"),\n+            \"first rule should match the model\"\n+        );\n+\n+        // Both rules match, but first one should win\n+        let second_rule = &routing.rules[1];\n+        let re2 = regex::Regex::new(&second_rule.match_model).unwrap();","is_error":false}]},"parent_tool_use_id":null,"session_id":"01df7ea3-ea98-44c6-b13e-365cfc94078f","uuid":"33512e30-cb10-4924-960a-afaa0c78b14c","timestamp":"2026-06-25T11:58:02.401Z","tool_use_result":{"stdout":"diff --git a/docs/plan/plan.md b/docs/plan/plan.md\nindex cc50c64..c2d30db 100644\n--- a/docs/plan/plan.md\n+++ b/docs/plan/plan.md\n@@ -659,6 +659,55 @@ struct ExecutionResult {\n - The dispatcher does not interpret agent output. It captures raw exit code, stdout, and stderr, then passes them to the outcome handler.\n - Timeout is enforced by the dispatcher, not the agent. If the agent exceeds the timeout, the dispatcher kills the process and returns exit code 124.\n \n+### Model-based adapter routing\n+\n+NEEDLE supports dynamic adapter selection based on model names. This enables policy-driven routing such as directing Anthropic subscription models to a specific adapter before a billing deadline.\n+\n+**Motivation:** Anthropic's Agent SDK credit split occurs on June 15, 2026. Before this date, `claude -p` commands use subscription credits; after, they consume API credits. To maximize subscription value, Anthropic Claude models (sonnet, opus, fable, haiku) route to `claude-print`, while other models default to `claude-code-glm-4.7`.\n+\n+**Configuration schema:**\n+\n+```yaml\n+agent:\n+  default: claude  # fallback when no routing rules match\n+  routing:\n+    rules:\n+      - match_model: \"(claude-)?(sonnet|opus).*\"\n+        adapter: claude-print\n+      - match_model: \"(claude-)?(fable|haiku).*\"\n+        adapter: claude-print\n+      - match_model: \"glm-4.*\"\n+        adapter: claude-code-glm-4.7\n+    default_adapter: claude-code-glm-4.7  # fallback when no rule matches\n+    strict: false  # if true, fail dispatch when no rule matches\n+```\n+\n+**Routing logic:**\n+1. Rules are evaluated in order; first match wins.\n+2. Pattern matching uses regex against the model name only (no provider prefix).\n+3. If no rule matches and `strict: false`, use `default_adapter` or fall back to `agent.default`.\n+4. If no rule matches and `strict: true`, emit `RoutingFailed` telemetry and fail the dispatch.\n+\n+**Telemetry events:**\n+- `RoutingDecision`: emitted when a routing rule matches (bead_id, model, matched_rule, chosen_adapter).\n+- `RoutingFailed`: emitted in strict mode when no rule matches (bead_id, model, rules_tried).\n+\n+**Workspace overrides:**\n+Routing rules can be overridden per-workspace via `.needle.yaml`:\n+\n+```yaml\n+# workspace-specific routing\n+agent:\n+  routing:\n+    rules:\n+      - match_model: \"claude-sonnet.*\"\n+        adapter: workspace-sonnet-adapter\n+    default_adapter: workspace-fallback\n+```\n+\n+**Default behavior:**\n+The built-in default routes Anthropic Claude models to `claude-print` and everything else to `claude-code-glm-4.7`. Workspaces can override this by defining their own `agent.routing` section.\n+\n ### outcome\n \n Classifies the agent's exit and routes to the appropriate handler.\ndiff --git a/src/config/mod.rs b/src/config/mod.rs\nindex 71bf051..44c9bba 100644\n--- a/src/config/mod.rs\n+++ b/src/config/mod.rs\n@@ -3719,4 +3719,188 @@ agent:\n         );\n         assert_eq!(config.agent.default, \"claude\");\n     }\n+\n+    // ── Routing behavior tests ──\n+\n+    #[test]\n+    fn routing_first_match_wins() {\n+        // Test that the first matching rule wins\n+        let routing = RoutingConfig {\n+            rules: vec![\n+                RoutingRule {\n+                    match_model: \"sonnet.*\".to_string(),\n+                    adapter: \"first-adapter\".to_string(),\n+                },\n+                RoutingRule {\n+                    match_model: \"claude-sonnet-4-6\".to_string(),\n+                    adapter: \"second-adapter\".to_string(),\n+                },\n+            ],\n+            default_adapter: Some(\"fallback-adapter\".to_string()),\n+            strict: false,\n+        };\n+\n+        // Test that \"claude-sonnet-4-6\" matches the first rule\n+        let first_rule = &routing.rules[0];\n+        let re = regex::Regex::new(&first_rule.match_model).unwrap();\n+        assert!(\n+            re.is_match(\"claude-sonnet-4-6\"),\n+            \"first rule should match the model\"\n+        );\n+\n+        // Both rules match, but first one should win\n+        let second_rule = &routing.rules[1];\n+        let re2 = regex::Regex::new(&second_rule.match_model).unwrap();","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false}}
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{"type":"user","message":{"role":"user","content":[{"type":"tool_result","content":"Exit code 1\nError: Close a bead\n\nUsage: br close [OPTIONS] <ID>\n\nArguments:\n  <ID>  Bead ID\n\nOptions:\n      --reason <REASON>        Close reason [default: Completed]\n  -w, --workspace <WORKSPACE>  Workspace directory (defaults to current directory's .beads/)\n  -h, --help                   Print help\n  -V, --version                Print version","is_error":true,"tool_use_id":"call_ed6ef86a43a2476dbe355e05"}]},"parent_tool_use_id":null,"session_id":"01df7ea3-ea98-44c6-b13e-365cfc94078f","uuid":"d40d7bf4-61a6-460f-b9fe-8a95ec739787","timestamp":"2026-06-25T11:59:25.027Z","tool_use_result":"Error: Exit code 1\nError: Close a bead\n\nUsage: br close [OPTIONS] <ID>\n\nArguments:\n  <ID>  Bead ID\n\nOptions:\n      --reason <REASON>        Close reason [default: Completed]\n  -w, --workspace <WORKSPACE>  Workspace directory (defaults to current directory's .beads/)\n  -h, --help                   Print help\n  -V, --version                Print version"}
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