[93m[1m! [0m agent "general" is a subagent, not a primary agent. Falling back to default agent
{"type":"step_start","timestamp":1777301797757,"sessionID":"ses_2308f0270ffeuiRvZwFbN3bFBg","part":{"id":"prt_dcf713b74001K0ztOnojYLhD7y","messageID":"msg_dcf70ffa6001sS5M5360HXXDts","sessionID":"ses_2308f0270ffeuiRvZwFbN3bFBg","snapshot":"a10ac2667d24ea8f60735254be863f43a3f59f25","type":"step-start"}}
{"type":"tool_use","timestamp":1777301801890,"sessionID":"ses_2308f0270ffeuiRvZwFbN3bFBg","part":{"id":"prt_dcf71444b001Co7a9aZ66RyyU3","messageID":"msg_dcf70ffa6001sS5M5360HXXDts","sessionID":"ses_2308f0270ffeuiRvZwFbN3bFBg","type":"tool","tool":"grep","callID":"call_00_c96m7VMJhT9Sk8WyfBj4dfYI","state":{"status":"completed","input":{"pattern":"token.?budget|tokenBudget|token_budget|TOKEN_BUDGET","path":"/Users/michelkerkmeester/MEGA/Development/Code_Environment/Public/.opencode/skills/system-spec-kit/mcp_server"},"output":"Found 431 matches (showing first 100)\n/Users/michelkerkmeester/MEGA/Development/Code_Environment/Public/.opencode/skills/system-spec-kit/mcp_server/handlers/memory-context.ts:\n  Line 76:   readonly tokenBudget?: number;\n  Line 110:   tokenBudget?: number;\n  Line 451:    Enforces per-layer/per-mode token budgets by estimating the\n  Line 457:  * T205: Enforce token budget on strategy results.\n  Line 486:   // 71-token payload against a 3000-token budget was nuked to count:0,results:[].\n  Line 558:           summary: 'Context truncated to fit token budget',\n  Line 570:           summary: 'Context truncated to fit token budget',\n  Line 587:         summary: 'Context truncated to fit token budget',\n  Line 898:     tokenBudget: 800\n  Line 906:     tokenBudget: 3500\n  Line 914:     tokenBudget: 3000\n  Line 922:     tokenBudget: 2000\n  Line 1316:     tokenBudget: effectiveBudget,\n  Line 1317:     tokenBudgetEnforcement: enforcement,\n  Line 1521:   const tokenBudget = layerInfo?.tokenBudget ?? 2000;\n  Line 1524:     tokenBudget,\n  Line 1691:   // T205: Determine effective token budget from mode or layer definitions\n  Line 1692:   const modeTokenBudget = CONTEXT_MODES[effectiveMode]?.tokenBudget;\n  Line 1693:   const effectiveBudget = modeTokenBudget || tokenBudget;\n  Line 1696:   // so the final response respects the advertised token budget.\n  Line 1718:   // T205: Enforce token budget AFTER all context injection\n  Line 1762:       ? `Context retrieved via ${effectiveMode} mode (${tracedResult.strategy} strategy) [truncated${enforcement.originalResultCount !== undefined ? `: ${enforcement.originalResultCount} → ${enforcement.returnedResultCount} results` : ''} to fit ${effectiveBudget} token budget]`\n\n/Users/michelkerkmeester/MEGA/Development/Code_Environment/Public/.opencode/skills/system-spec-kit/mcp_server/code_graph/lib/startup-brief.ts:\n  Line 222:     // Keep startup highlights small by default so graph context stays useful without crowding the token budget.\n\n/Users/michelkerkmeester/MEGA/Development/Code_Environment/Public/.opencode/skills/system-spec-kit/mcp_server/tests/memory-context.vitest.ts:\n  Line 38: import { expectReturnedCountMatchesPayload } from './_support/token-budget-assertions';\n  Line 48:   tokenBudget?: number;\n  Line 108:   it('T003: quick mode has triggers strategy and 800 token budget', () => {\n  Line 111:     expect(quickMode.tokenBudget).toBe(800);\n  Line 114:   it('T004: deep mode has search strategy and 3500 token budget', () => {\n  Line 117:     expect(deepMode.tokenBudget).toBe(3500);\n  Line 120:   it('T005: focused mode has intent-search strategy and 3000 token budget', () => {\n  Line 123:     expect(focusedMode.tokenBudget).toBe(3000);\n  Line 126:   it('T006: resume mode has resume strategy and 2000 token budget', () => {\n  Line 129:     expect(resumeMode.tokenBudget).toBe(2000);\n  Line 151:   it('T009: Non-auto modes have token budgets', () => {\n  Line 154:         expect(typeof mode.tokenBudget).toBe('number');\n  Line 155:         expect(mode.tokenBudget!).toBeGreaterThan(0);\n  Line 162:       if (mode.tokenBudget !== undefined) {\n  Line 163:         expect(mode.tokenBudget).toBeGreaterThanOrEqual(500);\n  Line 164:         expect(mode.tokenBudget).toBeLessThanOrEqual(4000);\n  Line 405:   it('T034: Quick mode token budget is 800', () => {\n  Line 406:     expect(CONTEXT_MODES.quick.tokenBudget).toBe(800);\n  Line 416:   it('T036: Quick mode has smallest token budget', () => {\n  Line 418:       .filter(([_k, v]: [string, ContextMode]) => v.tokenBudget !== undefined)\n  Line 419:       .map(([_k, v]: [string, ContextMode]) => v.tokenBudget!);\n  Line 421:     expect(CONTEXT_MODES.quick.tokenBudget).toBe(minBudget);\n  Line 451:     expect(quick.tokenBudget).toBeDefined();\n  Line 473:   it('T044: Deep mode token budget is 3500', () => {\n  Line 474:     expect(CONTEXT_MODES.deep.tokenBudget).toBe(3500);\n  Line 477:   it('T045: Deep mode has highest token budget', () => {\n  Line 479:       .filter(([_k, v]: [string, ContextMode]) => v.tokenBudget !== undefined)\n  Line 480:       .map(([_k, v]: [string, ContextMode]) => v.tokenBudget!);\n  Line 482:     expect(CONTEXT_MODES.deep.tokenBudget).toBe(maxBudget);\n  Line 506:     expect(deep.tokenBudget).toBeDefined();\n  Line 528:   it('T054: Focused mode token budget is 3000', () => {\n  Line 529:     expect(CONTEXT_MODES.focused.tokenBudget).toBe(3000);\n  Line 533:     const focusedBudget: number = CONTEXT_MODES.focused.tokenBudget!;\n  Line 534:     const quickBudget: number = CONTEXT_MODES.quick.tokenBudget!;\n  Line 535:     const deepBudget: number = CONTEXT_MODES.deep.tokenBudget!;\n  Line 563:     expect(focused.tokenBudget).toBeDefined();\n  Line 587:   it('T064: Resume mode token budget is 2000', () => {\n  Line 588:     expect(CONTEXT_MODES.resume.tokenBudget).toBe(2000);\n  Line 592:     const resumeBudget: number = CONTEXT_MODES.resume.tokenBudget!;\n  Line 593:     const deepBudget: number = CONTEXT_MODES.deep.tokenBudget!;\n  Line 624:     expect(resume.tokenBudget).toBeDefined();\n  Line 648:   it('T074: Auto mode has no fixed token budget', () => {\n  Line 649:     const autoBudget: number | undefined = CONTEXT_MODES.auto.tokenBudget;\n  Line 719:   it('T084: CHK-072 - L1 token budget is 3500 (from layer-definitions)', () => {\n  Line 721:     expect(CONTEXT_MODES.deep.tokenBudget).toBe(3500);\n  Line 731:     const quick: number = CONTEXT_MODES.quick.tokenBudget!;\n  Line 732:     const resume: number = CONTEXT_MODES.resume.tokenBudget!;\n  Line 733:     const focused: number = CONTEXT_MODES.focused.tokenBudget!;\n  Line 734:     const deep: number = CONTEXT_MODES.deep.tokenBudget!;\n  Line 741:   it('T087: Total defined token budgets are reasonable', () => {\n  Line 743:       .filter((m: ContextMode) => m.tokenBudget !== undefined)\n  Line 744:       .map((m: ContextMode) => m.tokenBudget!);\n  Line 750:   it('T088: Each non-auto mode has explicit token budget', () => {\n  Line 753:         expect(typeof mode.tokenBudget).toBe('number');\n  Line 760:       if (mode.tokenBudget !== undefined) {\n  Line 761:         expect(Number.isInteger(mode.tokenBudget)).toBe(true);\n  Line 768:       if (mode.tokenBudget !== undefined) {\n  Line 769:         expect(mode.tokenBudget).toBeGreaterThan(0);\n  Line 1007:   it('T209: Each mode token budget matches CONTEXT_MODES definition', () => {\n  Line 1017:       expect(mode.tokenBudget).toBe(budget);\n\n/Users/michelkerkmeester/MEGA/Development/Code_Environment/Public/.opencode/skills/system-spec-kit/mcp_server/tests/token-budget-enforcement.vitest.ts:\n  Line 8: import { expectReturnedCountMatchesPayload } from './_support/token-budget-assertions';\n  Line 17:     it('T205-A1: All layer token budgets correct', () => {\n  Line 50:     it('T205-A3: All 7 layers have positive token budgets', () => {\n  Line 53:         expect((layer as { tokenBudget: number }).tokenBudget, `${id} should have positive budget`).toBeGreaterThan(0);\n  Line 271:       expect(serverSrc).toContain('tokenBudgetTruncated');\n  Line 301:       expect(modes.quick.tokenBudget).toBe(800);\n  Line 302:       expect(modes.deep.tokenBudget).toBe(3500);\n  Line 303:       expect(modes.focused.tokenBudget).toBe(3000);\n  Line 304:       expect(modes.resume.tokenBudget).toBe(2000);\n  Line 311:       expect(modes.auto.tokenBudget).toBeUndefined();\n  Line 318:       const quickBudget = modes.quick.tokenBudget;\n  Line 319:       const resumeBudget = modes.resume.tokenBudget;\n  Line 320:       const focusedBudget = modes.focused.tokenBudget;\n  Line 321:       const deepBudget = modes.deep.tokenBudget;\n\n/Users/michelkerkmeester/MEGA/Development/Code_Environment/Public/.opencode/skills/system-spec-kit/mcp_server/README.md:\n  Line 542: **Architecture:** CocoIndex (semantic, external MCP) finds code by concept. Code Graph (structural, this server) maps imports, calls and hierarchy. Memory (session, this server) preserves decisions. The compact-merger combines all three under a 4000-token budget for compaction injection. Code-graph source is self-contained under `code-graph/` with `handlers/`, `lib/`, `tools/`, and `tests/`.\n  Line 634: | `tokenUsage` | number | Current token budget fraction (0.0-1.0) for adaptive depth |\n  Line 1038: The MCP handler scores chunk-backed hits against `parentMemoryId ?? row.id`, so eval rows stay attached to canonical parent memories. Before comparing runs after a DB rebuild or import, preview or refresh the live ground-truth mapping with `scripts/evals/map-ground-truth-ids.ts`; if token-budget overflow collapses a run below `recallK`, treat that run as investigation-only rather than a clean benchmark.\n\n(Results truncated: showing 100 of 431 matches (331 hidden). Consider using a more specific path or pattern.)","metadata":{"matches":431,"truncated":true},"title":"token.?budget|tokenBudget|token_budget|TOKEN_BUDGET","time":{"start":1777301801868,"end":1777301801889}}}}
{"type":"tool_use","timestamp":1777301803621,"sessionID":"ses_2308f0270ffeuiRvZwFbN3bFBg","part":{"id":"prt_dcf714c65001v5pVyl4pFQieU7","messageID":"msg_dcf70ffa6001sS5M5360HXXDts","sessionID":"ses_2308f0270ffeuiRvZwFbN3bFBg","type":"tool","tool":"glob","callID":"call_01_34UXPr1KWQgvqmGalQ9uAqk3","state":{"status":"completed","input":{"pattern":"**/*.ts","path":"/Users/michelkerkmeester/MEGA/Development/Code_Environment/Public/.opencode/skills/system-spec-kit/mcp_server/lib"},"output":"/Users/michelkerkmeester/MEGA/Development/Code_Environment/Public/.opencode/skills/system-spec-kit/mcp_server/lib/search/intent-classifier.ts\n/Users/michelkerkmeester/MEGA/Development/Code_Environment/Public/.opencode/skills/system-spec-kit/mcp_server/lib/search/entity-linker.ts\n/Users/michelkerkmeester/MEGA/Development/Code_Environment/Public/.opencode/skills/system-spec-kit/mcp_server/lib/architecture/layer-definitions.ts\n/Users/michelkerkmeester/MEGA/Development/Code_Environment/Public/.opencode/skills/system-spec-kit/mcp_server/lib/search/search-utils.ts\n/Users/michelkerkmeester/MEGA/Development/Code_Environment/Public/.opencode/skills/system-spec-kit/mcp_server/lib/session/session-snapshot.ts\n/Users/michelkerkmeester/MEGA/Development/Code_Environment/Public/.opencode/skills/system-spec-kit/mcp_server/lib/session/context-metrics.ts\n/Users/michelkerkmeester/MEGA/Development/Code_Environment/Public/.opencode/skills/system-spec-kit/mcp_server/lib/enrichment/passive-enrichment.ts\n/Users/michelkerkmeester/MEGA/Development/Code_Environment/Public/.opencode/skills/system-spec-kit/mcp_server/lib/governance/scope-governance.ts\n/Users/michelkerkmeester/MEGA/Development/Code_Environment/Public/.opencode/skills/system-spec-kit/mcp_server/lib/validation/spec-doc-structure.ts\n/Users/michelkerkmeester/MEGA/Development/Code_Environment/Public/.opencode/skills/system-spec-kit/mcp_server/lib/parsing/memory-parser.ts\n/Users/michelkerkmeester/MEGA/Development/Code_Environment/Public/.opencode/skills/system-spec-kit/mcp_server/lib/search/hybrid-search.ts\n/Users/michelkerkmeester/MEGA/Development/Code_Environment/Public/.opencode/skills/system-spec-kit/mcp_server/lib/search/graph-calibration.ts\n/Users/michelkerkmeester/MEGA/Development/Code_Environment/Public/.opencode/skills/system-spec-kit/mcp_server/lib/codex-hook-policy.ts\n/Users/michelkerkmeester/MEGA/Development/Code_Environment/Public/.opencode/skills/system-spec-kit/mcp_server/lib/deep-loop/executor-config.ts\n/Users/michelkerkmeester/MEGA/Development/Code_Environment/Public/.opencode/skills/system-spec-kit/mcp_server/lib/deep-loop/executor-audit.ts\n/Users/michelkerkmeester/MEGA/Development/Code_Environment/Public/.opencode/skills/system-spec-kit/mcp_server/lib/skill-graph/skill-graph-db.ts\n/Users/michelkerkmeester/MEGA/Development/Code_Environment/Public/.opencode/skills/system-spec-kit/mcp_server/lib/search/cross-encoder.ts\n/Users/michelkerkmeester/MEGA/Development/Code_Environment/Public/.opencode/skills/system-spec-kit/mcp_server/lib/routing/content-router.ts\n/Users/michelkerkmeester/MEGA/Development/Code_Environment/Public/.opencode/skills/system-spec-kit/mcp_server/lib/errors/core.ts\n/Users/michelkerkmeester/MEGA/Development/Code_Environment/Public/.opencode/skills/system-spec-kit/mcp_server/lib/validation/save-quality-gate.ts\n/Users/michelkerkmeester/MEGA/Development/Code_Environment/Public/.opencode/skills/system-spec-kit/mcp_server/lib/description/description-merge.ts\n/Users/michelkerkmeester/MEGA/Development/Code_Environment/Public/.opencode/skills/system-spec-kit/mcp_server/lib/description/description-schema.ts\n/Users/michelkerkmeester/MEGA/Development/Code_Environment/Public/.opencode/skills/system-spec-kit/mcp_server/lib/description/repair.ts\n/Users/michelkerkmeester/MEGA/Development/Code_Environment/Public/.opencode/skills/system-spec-kit/mcp_server/lib/deep-loop/post-dispatch-validate.ts\n/Users/michelkerkmeester/MEGA/Development/Code_Environment/Public/.opencode/skills/system-spec-kit/mcp_server/lib/enrichment/retry-budget.ts\n/Users/michelkerkmeester/MEGA/Development/Code_Environment/Public/.opencode/skills/system-spec-kit/mcp_server/lib/deep-loop/prompt-pack.ts\n/Users/michelkerkmeester/MEGA/Development/Code_Environment/Public/.opencode/skills/system-spec-kit/mcp_server/lib/validation/preflight.ts\n/Users/michelkerkmeester/MEGA/Development/Code_Environment/Public/.opencode/skills/system-spec-kit/mcp_server/lib/search/graph-lifecycle.ts\n/Users/michelkerkmeester/MEGA/Development/Code_Environment/Public/.opencode/skills/system-spec-kit/mcp_server/lib/errors/recovery-hints.ts\n/Users/michelkerkmeester/MEGA/Development/Code_Environment/Public/.opencode/skills/system-spec-kit/mcp_server/lib/skill-graph/skill-graph-queries.ts\n/Users/michelkerkmeester/MEGA/Development/Code_Environment/Public/.opencode/skills/system-spec-kit/mcp_server/lib/search/validation-metadata.ts\n/Users/michelkerkmeester/MEGA/Development/Code_Environment/Public/.opencode/skills/system-spec-kit/mcp_server/lib/telemetry/retrieval-telemetry.ts\n/Users/michelkerkmeester/MEGA/Development/Code_Environment/Public/.opencode/skills/system-spec-kit/mcp_server/lib/search/vector-index-store.ts\n/Users/michelkerkmeester/MEGA/Development/Code_Environment/Public/.opencode/skills/system-spec-kit/mcp_server/lib/search/evidence-gap-detector.ts\n/Users/michelkerkmeester/MEGA/Development/Code_Environment/Public/.opencode/skills/system-spec-kit/mcp_server/lib/search/confidence-scoring.ts\n/Users/michelkerkmeester/MEGA/Development/Code_Environment/Public/.opencode/skills/system-spec-kit/mcp_server/lib/scoring/interference-scoring.ts\n/Users/michelkerkmeester/MEGA/Development/Code_Environment/Public/.opencode/skills/system-spec-kit/mcp_server/lib/scoring/importance-tiers.ts\n/Users/michelkerkmeester/MEGA/Development/Code_Environment/Public/.opencode/skills/system-spec-kit/mcp_server/lib/parsing/trigger-matcher.ts\n/Users/michelkerkmeester/MEGA/Development/Code_Environment/Public/.opencode/skills/system-spec-kit/mcp_server/lib/eval/warm-start-variant-runner.ts\n/Users/michelkerkmeester/MEGA/Development/Code_Environment/Public/.opencode/skills/system-spec-kit/mcp_server/lib/analytics/session-analytics-db.ts\n/Users/michelkerkmeester/MEGA/Development/Code_Environment/Public/.opencode/skills/system-spec-kit/mcp_server/lib/search/spec-folder-hierarchy.ts\n/Users/michelkerkmeester/MEGA/Development/Code_Environment/Public/.opencode/skills/system-spec-kit/mcp_server/lib/session/session-manager.ts\n/Users/michelkerkmeester/MEGA/Development/Code_Environment/Public/.opencode/skills/system-spec-kit/mcp_server/lib/interfaces/vector-store.ts\n/Users/michelkerkmeester/MEGA/Development/Code_Environment/Public/.opencode/skills/system-spec-kit/mcp_server/lib/extraction/redaction-gate.ts\n/Users/michelkerkmeester/MEGA/Development/Code_Environment/Public/.opencode/skills/system-spec-kit/mcp_server/lib/extraction/entity-extractor.ts\n/Users/michelkerkmeester/MEGA/Development/Code_Environment/Public/.opencode/skills/system-spec-kit/mcp_server/lib/extraction/extraction-adapter.ts\n/Users/michelkerkmeester/MEGA/Development/Code_Environment/Public/.opencode/skills/system-spec-kit/mcp_server/lib/extraction/ontology-hooks.ts\n/Users/michelkerkmeester/MEGA/Development/Code_Environment/Public/.opencode/skills/system-spec-kit/mcp_server/lib/extraction/entity-denylist.ts\n/Users/michelkerkmeester/MEGA/Development/Code_Environment/Public/.opencode/skills/system-spec-kit/mcp_server/lib/parsing/content-normalizer.ts\n/Users/michelkerkmeester/MEGA/Development/Code_Environment/Public/.opencode/skills/system-spec-kit/mcp_server/lib/errors/index.ts\n/Users/michelkerkmeester/MEGA/Development/Code_Environment/Public/.opencode/skills/system-spec-kit/mcp_server/lib/eval/ground-truth-feedback.ts\n/Users/michelkerkmeester/MEGA/Development/Code_Environment/Public/.opencode/skills/system-spec-kit/mcp_server/lib/eval/edge-density.ts\n/Users/michelkerkmeester/MEGA/Development/Code_Environment/Public/.opencode/skills/system-spec-kit/mcp_server/lib/eval/bm25-baseline.ts\n/Users/michelkerkmeester/MEGA/Development/Code_Environment/Public/.opencode/skills/system-spec-kit/mcp_server/lib/eval/reporting-dashboard.ts\n/Users/michelkerkmeester/MEGA/Development/Code_Environment/Public/.opencode/skills/system-spec-kit/mcp_server/lib/eval/eval-db.ts\n/Users/michelkerkmeester/MEGA/Development/Code_Environment/Public/.opencode/skills/system-spec-kit/mcp_server/lib/eval/eval-metrics.ts\n/Users/michelkerkmeester/MEGA/Development/Code_Environment/Public/.opencode/skills/system-spec-kit/mcp_server/lib/eval/eval-quality-proxy.ts\n/Users/michelkerkmeester/MEGA/Development/Code_Environment/Public/.opencode/skills/system-spec-kit/mcp_server/lib/eval/memory-state-baseline.ts\n/Users/michelkerkmeester/MEGA/Development/Code_Environment/Public/.opencode/skills/system-spec-kit/mcp_server/lib/eval/ground-truth-generator.ts\n/Users/michelkerkmeester/MEGA/Development/Code_Environment/Public/.opencode/skills/system-spec-kit/mcp_server/lib/eval/k-value-analysis.ts\n/Users/michelkerkmeester/MEGA/Development/Code_Environment/Public/.opencode/skills/system-spec-kit/mcp_server/lib/eval/shadow-scoring.ts\n/Users/michelkerkmeester/MEGA/Development/Code_Environment/Public/.opencode/skills/system-spec-kit/mcp_server/lib/eval/ablation-framework.ts\n/Users/michelkerkmeester/MEGA/Development/Code_Environment/Public/.opencode/skills/system-spec-kit/mcp_server/lib/eval/ground-truth-data.ts\n/Users/michelkerkmeester/MEGA/Development/Code_Environment/Public/.opencode/skills/system-spec-kit/mcp_server/lib/eval/eval-logger.ts\n/Users/michelkerkmeester/MEGA/Development/Code_Environment/Public/.opencode/skills/system-spec-kit/mcp_server/lib/telemetry/eval-channel-tracking.ts\n/Users/michelkerkmeester/MEGA/Development/Code_Environment/Public/.opencode/skills/system-spec-kit/mcp_server/lib/telemetry/consumption-logger.ts\n/Users/michelkerkmeester/MEGA/Development/Code_Environment/Public/.opencode/skills/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are truncated: showing first 100 results. 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{"type":"tool_use","timestamp":1777301814281,"sessionID":"ses_2308f0270ffeuiRvZwFbN3bFBg","part":{"id":"prt_dcf7170fa001C6022DD7Twhspd","messageID":"msg_dcf71557c001oFhtSebKV1osly","sessionID":"ses_2308f0270ffeuiRvZwFbN3bFBg","type":"tool","tool":"grep","callID":"call_00_CDyGrgfluq1azp1aS6JOMKbO","state":{"status":"completed","input":{"pattern":"function.*truncat|function.*enforce.*budget|function.*token.*budget","path":"/Users/michelkerkmeester/MEGA/Development/Code_Environment/Public/.opencode/skills/system-spec-kit/mcp_server","include":"*.ts"},"output":"Found 13 matches\n/Users/michelkerkmeester/MEGA/Development/Code_Environment/Public/.opencode/skills/system-spec-kit/mcp_server/handlers/memory-context.ts:\n  Line 463: function enforceTokenBudget(result: ContextResult, budgetTokens: number): { result: ContextResult; enforcement: TokenBudgetEnforcement } {\n\n/Users/michelkerkmeester/MEGA/Development/Code_Environment/Public/.opencode/skills/system-spec-kit/mcp_server/code_graph/lib/startup-brief.ts:\n  Line 54: function truncateInline(text: string, maxChars: number): string {\n\n/Users/michelkerkmeester/MEGA/Development/Code_Environment/Public/.opencode/skills/system-spec-kit/mcp_server/lib/cognitive/prediction-error-gate.ts:\n  Line 115: function truncateContent(content: string | null | undefined, maxLength: number = 200): string {\n\n/Users/michelkerkmeester/MEGA/Development/Code_Environment/Public/.opencode/skills/system-spec-kit/mcp_server/lib/session/session-snapshot.ts:\n  Line 69: function truncateTextToTokenBudget(text: string, maxTokens: number): string {\n\n/Users/michelkerkmeester/MEGA/Development/Code_Environment/Public/.opencode/skills/system-spec-kit/mcp_server/hooks/memory-surface.ts:\n  Line 614:   // Delegate to the core surface function; token budget is explicitly\n  Line 654:   // Delegate to the core surface function; token budget is explicitly\n\n/Users/michelkerkmeester/MEGA/Development/Code_Environment/Public/.opencode/skills/system-spec-kit/mcp_server/lib/context/shared-payload.ts:\n  Line 859: function truncateInline(text: string, maxChars: number = SUMMARY_MAX_CHARS): string {\n\n/Users/michelkerkmeester/MEGA/Development/Code_Environment/Public/.opencode/skills/system-spec-kit/mcp_server/code_graph/lib/compact-merger.ts:\n  Line 58: function truncateToTokens(text: string, maxTokens: number): string {\n\n/Users/michelkerkmeester/MEGA/Development/Code_Environment/Public/.opencode/skills/system-spec-kit/mcp_server/lib/parsing/memory-parser.ts:\n  Line 585: function truncateTitle(title: string, maxLength: number = MAX_MEMORY_TITLE_LENGTH): string {\n\n/Users/michelkerkmeester/MEGA/Development/Code_Environment/Public/.opencode/skills/system-spec-kit/mcp_server/lib/search/hybrid-search.ts:\n  Line 1938: function truncateChars(input: string, maxChars: number): string {\n  Line 2398: function truncateToBudget(\n\n/Users/michelkerkmeester/MEGA/Development/Code_Environment/Public/.opencode/skills/system-spec-kit/mcp_server/hooks/claude/shared.ts:\n  Line 96: export function truncateToTokenBudget(text: string, maxTokens: number): string {\n\n/Users/michelkerkmeester/MEGA/Development/Code_Environment/Public/.opencode/skills/system-spec-kit/mcp_server/lib/search/confidence-truncation.ts:\n  Line 102: function truncateByConfidence(","metadata":{"matches":13,"truncated":false},"title":"function.*truncat|function.*enforce.*budget|function.*token.*budget","time":{"start":1777301814264,"end":1777301814280}}}}
{"type":"tool_use","timestamp":1777301816192,"sessionID":"ses_2308f0270ffeuiRvZwFbN3bFBg","part":{"id":"prt_dcf717d3b001K9A0SEAKpJ82Ke","messageID":"msg_dcf71557c001oFhtSebKV1osly","sessionID":"ses_2308f0270ffeuiRvZwFbN3bFBg","type":"tool","tool":"read","callID":"call_01_wnx1B2UlQvZCQndFqvC8werP","state":{"status":"completed","input":{"filePath":"/Users/michelkerkmeester/MEGA/Development/Code_Environment/Public/.opencode/skills/system-spec-kit/mcp_server/lib/search/dynamic-token-budget.ts"},"output":"<path>/Users/michelkerkmeester/MEGA/Development/Code_Environment/Public/.opencode/skills/system-spec-kit/mcp_server/lib/search/dynamic-token-budget.ts</path>\n<type>file</type>\n<content>\n1: // ───────────────────────────────────────────────────────────────\n2: // MODULE: Dynamic Token Budget\n3: // ───────────────────────────────────────────────────────────────\n4: //\n5: // ADVISORY-ONLY: This module computes a token budget for a query\n6: // Based on its complexity tier, but does NOT enforce that budget\n7: // Downstream. The returned BudgetResult is handed to callers who\n8: // Are solely responsible for respecting it (e.g. by trimming\n9: // Result sets or truncating content before sending to the LLM).\n10: import { type QueryComplexityTier } from './query-classifier.js';\n11: import { isDynamicTokenBudgetEnabled } from './search-flags.js';\n12: \n13: // Feature catalog: Dynamic token budget allocation\n14: \n15: \n16: /* --- 1. TYPES & CONSTANTS --- */\n17: \n18: /** Budget (in tokens) allocated per complexity tier. */\n19: interface TokenBudgetConfig {\n20:   /** Simple query budget: 1500 tokens. */\n21:   simple: number;\n22:   /** Moderate query budget: 2500 tokens. */\n23:   moderate: number;\n24:   /** Complex query budget: 4000 tokens. */\n25:   complex: number;\n26: }\n27: \n28: /** Result of a token budget lookup. */\n29: interface BudgetResult {\n30:   /** The complexity tier that determined the budget. */\n31:   tier: QueryComplexityTier;\n32:   /** The allocated token budget. */\n33:   budget: number;\n34:   /** Whether the dynamic flag was active (false = default fallback used). */\n35:   applied: boolean;\n36: }\n37: \n38: /** Default budget when the feature flag is disabled — treat everything as complex. */\n39: const DEFAULT_BUDGET = 4000;\n40: \n41: /** Default tier-to-budget mapping when dynamic allocation is enabled.\n42:  * 1500/2500/4000 tiers balance context window cost vs. recall —\n43:  * simple queries need fewer tokens, complex queries need the full budget. */\n44: const DEFAULT_TOKEN_BUDGET_CONFIG: TokenBudgetConfig = {\n45:   simple: 1500,\n46:   moderate: 2500,\n47:   complex: 4000,\n48: };\n49: \n50: /* --- 2. FEATURE FLAG --- */\n51: \n52: /* --- 3. BUDGET RESOLUTION --- */\n53: \n54: /**\n55:  * Get the token budget for a given query complexity tier.\n56:  *\n57:  * When SPECKIT_DYNAMIC_TOKEN_BUDGET is disabled (default), returns the DEFAULT_BUDGET\n58:  * (4000) for all queries regardless of tier, with applied=false.\n59:  *\n60:  * When enabled, maps tier to the configured budget:\n61:  *   simple   → 1500 tokens\n62:  *   moderate → 2500 tokens\n63:  *   complex  → 4000 tokens\n64:  *\n65:  * @param tier   - The complexity tier from the query classifier\n66:  * @param config - Optional custom budget config (overrides DEFAULT_TOKEN_BUDGET_CONFIG)\n67:  * @returns BudgetResult with tier, budget, and applied flag\n68:  */\n69: function getDynamicTokenBudget(\n70:   tier: QueryComplexityTier,\n71:   config?: TokenBudgetConfig,\n72: ): BudgetResult {\n73:   // Feature flag gate: return default when disabled\n74:   if (!isDynamicTokenBudgetEnabled()) {\n75:     return {\n76:       tier,\n77:       budget: DEFAULT_BUDGET,\n78:       applied: false,\n79:     };\n80:   }\n81: \n82:   const effectiveConfig = config ?? DEFAULT_TOKEN_BUDGET_CONFIG;\n83:   const budget = effectiveConfig[tier] ?? DEFAULT_BUDGET;\n84: \n85:   return {\n86:     tier,\n87:     budget,\n88:     applied: true,\n89:   };\n90: }\n91: \n92: /* --- 4. EXPORTS --- */\n93: \n94: export {\n95:   // Types\n96:   type TokenBudgetConfig,\n97:   type BudgetResult,\n98: \n99:   // Constants\n100:   DEFAULT_BUDGET,\n101:   DEFAULT_TOKEN_BUDGET_CONFIG,\n102: \n103:   // Functions\n104:   getDynamicTokenBudget,\n105:   isDynamicTokenBudgetEnabled,\n106: };\n\n(End of file - total 106 lines)\n</content>","metadata":{"preview":"// ───────────────────────────────────────────────────────────────\n// MODULE: Dynamic Token Budget\n// ───────────────────────────────────────────────────────────────\n//\n// ADVISORY-ONLY: This module computes a token budget for a query\n// Based on its complexity tier, but does NOT enforce that budget\n// Downstream. The returned BudgetResult is handed to callers who\n// Are solely responsible for respecting it (e.g. by trimming\n// Result sets or truncating content before sending to the LLM).\nimport { type QueryComplexityTier } from './query-classifier.js';\nimport { isDynamicTokenBudgetEnabled } from './search-flags.js';\n\n// Feature catalog: Dynamic token budget allocation\n\n\n/* --- 1. TYPES & CONSTANTS --- */\n\n/** Budget (in tokens) allocated per complexity tier. */\ninterface TokenBudgetConfig {\n  /** Simple query budget: 1500 tokens. */","truncated":false,"loaded":[]},"title":".opencode/skills/system-spec-kit/mcp_server/lib/search/dynamic-token-budget.ts","time":{"start":1777301816184,"end":1777301816191}}}}
{"type":"tool_use","timestamp":1777301818945,"sessionID":"ses_2308f0270ffeuiRvZwFbN3bFBg","part":{"id":"prt_dcf71848a001LlQySdZzA9skAD","messageID":"msg_dcf71557c001oFhtSebKV1osly","sessionID":"ses_2308f0270ffeuiRvZwFbN3bFBg","type":"tool","tool":"read","callID":"call_02_yna5G0AFWkIAkLQb6WAwmqR1","state":{"status":"completed","input":{"filePath":"/Users/michelkerkmeester/MEGA/Development/Code_Environment/Public/.opencode/skills/system-spec-kit/mcp_server/handlers/memory-context.ts","offset":440,"limit":250},"output":"<path>/Users/michelkerkmeester/MEGA/Development/Code_Environment/Public/.opencode/skills/system-spec-kit/mcp_server/handlers/memory-context.ts</path>\n<type>file</type>\n<content>\n440:     advisory: true,\n441:     advisoryPreset: 'ready',\n442:     preferredTool: 'code_graph_query',\n443:     message: 'Advisory only: this looks like a structural question. Prefer `code_graph_query` before Grep or Glob for callers, imports, outline, and dependency lookups.',\n444:     preservesAuthority: 'session_bootstrap',\n445:   };\n446: }\n447: \n448: /* ───────────────────────────────────────────────────────────────\n449:    2. TOKEN BUDGET ENFORCEMENT (T205)\n450:    \n451:    Enforces per-layer/per-mode token budgets by estimating the\n452:    token count of strategy results and truncating when exceeded.\n453:    Uses character-based estimation: 1 token ≈ 4 chars.\n454: ──────────────────────────────────────────────────────────────── */\n455: \n456: /**\n457:  * T205: Enforce token budget on strategy results.\n458:  * \n459:  * Estimates the token count of the serialized result. If over budget,\n460:  * parses embedded result arrays and removes lowest-priority items\n461:  * until within budget. Higher-scored results are preserved.\n462:  */\n463: function enforceTokenBudget(result: ContextResult, budgetTokens: number): { result: ContextResult; enforcement: TokenBudgetEnforcement } {\n464:   const serialized = JSON.stringify(result);\n465:   const preEnforcementTokens = estimateTokens(serialized);\n466: \n467:   // Under budget — no enforcement needed\n468:   if (preEnforcementTokens <= budgetTokens) {\n469:     return {\n470:       result,\n471:       enforcement: {\n472:         budgetTokens,\n473:         preEnforcementTokens,\n474:         returnedTokens: preEnforcementTokens,\n475:         actualTokens: preEnforcementTokens,\n476:         enforced: false,\n477:         truncated: false,\n478:       }\n479:     };\n480:   }\n481: \n482:   // REQ-002 (Cluster 1) Sanity guard: when reported usage is far below budget but\n483:   // we somehow entered enforcement (e.g. estimator ran twice on already-truncated\n484:   // payload, or budget was passed in as a tiny number), short-circuit and return\n485:   // the unmodified result. This prevents the historical regression where a\n486:   // 71-token payload against a 3000-token budget was nuked to count:0,results:[].\n487:   if (budgetTokens > 0 && preEnforcementTokens / budgetTokens < 0.50) {\n488:     return {\n489:       result,\n490:       enforcement: {\n491:         budgetTokens,\n492:         preEnforcementTokens,\n493:         returnedTokens: preEnforcementTokens,\n494:         actualTokens: preEnforcementTokens,\n495:         enforced: false,\n496:         truncated: false,\n497:       }\n498:     };\n499:   }\n500: \n501:   // Over budget — attempt to truncate embedded results\n502:   // Strategy results contain an embedded MCPResponse with content[0].text as JSON\n503:   // That JSON has a .data.results array we can truncate\n504:   const truncatedResult = { ...result };\n505:   let parseFailed = false;\n506:   let originalResultCount: number | undefined;\n507:   let returnedResultCount: number | undefined;\n508:   let droppedAllResultsReason: DroppedAllResultsReason | undefined;\n509: \n510:   const extractNestedResultCount = (candidate: ContextResult): number | undefined => {\n511:     try {\n512:       const candidateContent = (candidate as Record<string, unknown>).content as Array<{ text?: string }> | undefined;\n513:       if (!candidateContent?.[0]?.text) {\n514:         return undefined;\n515:       }\n516:       const parsed = JSON.parse(candidateContent[0].text) as { data?: { results?: unknown[] } };\n517:       return Array.isArray(parsed?.data?.results) ? parsed.data.results.length : undefined;\n518:     } catch {\n519:       return undefined;\n520:     }\n521:   };\n522: \n523:   const fallbackToStructuredBudget = (\n524:     baseResult: ContextResult,\n525:     parseFailedInnerText?: string,\n526:     preservedResults?: Array<Record<string, unknown>>,\n527:   ): ContextResult => {\n528:     const fallbackResult = { ...baseResult } as ContextResult;\n529:     const fallbackContent = Array.isArray((fallbackResult as Record<string, unknown>).content)\n530:       ? ((fallbackResult as Record<string, unknown>).content as Array<Record<string, unknown>>)\n531:       : [];\n532:     const contentClone = fallbackContent.map((entry) => ({ ...entry }));\n533: \n534:     // REQ-002 (Cluster 1): When structural truncation already produced a non-empty\n535:     // result set, preserve it rather than silently dropping to count:0,results:[].\n536:     // The previous behaviour caused the wrapper to report `returnedResultCount > 0`\n537:     // in metadata while shipping an empty payload to the caller.\n538:     const preservedSafe: Array<Record<string, unknown>> = Array.isArray(preservedResults)\n539:       ? preservedResults\n540:       : [];\n541: \n542:     const buildPreservedCandidates = (): Array<Record<string, unknown>> => {\n543:       if (preservedSafe.length === 0) {\n544:         return [];\n545:       }\n546:       const minimalResults = preservedSafe.map((r) => ({\n547:         id: r.id,\n548:         title: r.title,\n549:         similarity: r.similarity,\n550:         specFolder: r.specFolder,\n551:         confidence: r.confidence,\n552:         importanceTier: r.importanceTier,\n553:         isConstitutional: r.isConstitutional,\n554:         metadataOnly: true,\n555:       }));\n556:       return [\n557:         {\n558:           summary: 'Context truncated to fit token budget',\n559:           data: {\n560:             count: preservedSafe.length,\n561:             results: preservedSafe,\n562:           },\n563:           meta: {\n564:             tool: 'memory_search',\n565:             truncated: true,\n566:             preserved: true,\n567:           },\n568:         },\n569:         {\n570:           summary: 'Context truncated to fit token budget',\n571:           data: {\n572:             count: minimalResults.length,\n573:             results: minimalResults,\n574:           },\n575:           meta: {\n576:             tool: 'memory_search',\n577:             truncated: true,\n578:             preserved: true,\n579:             metadataOnly: true,\n580:           },\n581:         },\n582:       ];\n583:     };\n584: \n585:     const emptyCandidates: Array<Record<string, unknown>> = [\n586:       {\n587:         summary: 'Context truncated to fit token budget',\n588:         data: {\n589:           count: 0,\n590:           results: [],\n591:         },\n592:         meta: {\n593:           tool: 'memory_search',\n594:           truncated: true,\n595:           parseFailed: Boolean(parseFailedInnerText),\n596:         },\n597:       },\n598:       {\n599:         data: {\n600:           count: 0,\n601:           results: [],\n602:         },\n603:         meta: {\n604:           tool: 'memory_search',\n605:           truncated: true,\n606:         },\n607:       },\n608:       {\n609:         data: {\n610:           count: 0,\n611:           results: [],\n612:         },\n613:       },\n614:     ];\n615: \n616:     const candidateInnerStates: Array<Record<string, unknown>> = [\n617:       ...buildPreservedCandidates(),\n618:       ...emptyCandidates,\n619:     ];\n620: \n621:     if (parseFailedInnerText) {\n622:       const meta = (emptyCandidates[0].meta as Record<string, unknown>);\n623:       meta.parseFailedPreview = parseFailedInnerText.slice(0, 120);\n624:     }\n625: \n626:     for (const innerEnvelope of candidateInnerStates) {\n627:       const candidateResults = (innerEnvelope.data as { results?: unknown[] } | undefined)?.results;\n628:       const candidateResultCount = Array.isArray(candidateResults) ? candidateResults.length : undefined;\n629: \n630:       if (contentClone.length > 0) {\n631:         contentClone[0] = { ...contentClone[0], text: JSON.stringify(innerEnvelope) };\n632:         (fallbackResult as Record<string, unknown>).content = contentClone;\n633:       } else {\n634:         (fallbackResult as Record<string, unknown>).content = [\n635:           { type: 'text', text: JSON.stringify(innerEnvelope) },\n636:         ];\n637:       }\n638: \n639:       if (estimateTokens(JSON.stringify(fallbackResult)) <= budgetTokens) {\n640:         if (candidateResultCount === 0) {\n641:           droppedAllResultsReason = 'impossible_budget';\n642:         }\n643:         return fallbackResult;\n644:       }\n645:     }\n646: \n647:     droppedAllResultsReason = 'impossible_budget';\n648:     return {\n649:       strategy: baseResult.strategy,\n650:       mode: baseResult.mode,\n651:       content: [{\n652:         type: 'text',\n653:         text: JSON.stringify({ data: { count: 0, results: [] } }),\n654:       }],\n655:     };\n656:   };\n657: \n658:   const compactStructuredResult = (\n659:     innerEnvelope: Record<string, unknown>,\n660:     currentResults: Array<Record<string, unknown>>,\n661:     contentEntries: Array<{ type: string; text: string }>,\n662:   ): { result: ContextResult; actualTokens: number } | null => {\n663:     const truncateKeys = ['content', 'snippet', 'summary', 'text'] as const;\n664:     const lastIndex = currentResults.length - 1;\n665: \n666:     if (lastIndex < 0) {\n667:       return null;\n668:     }\n669: \n670:     const lastResult = currentResults[lastIndex];\n671:     if (!lastResult || typeof lastResult !== 'object') {\n672:       return null;\n673:     }\n674: \n675:     for (const key of truncateKeys) {\n676:       const originalValue = lastResult[key];\n677:       if (typeof originalValue !== 'string' || originalValue.length === 0) {\n678:         continue;\n679:       }\n680: \n681:       let bestResult: ContextResult | null = null;\n682:       let bestTokens = Number.POSITIVE_INFINITY;\n683:       let low = 0;\n684:       let high = originalValue.length;\n685: \n686:       while (low <= high) {\n687:         const mid = Math.floor((low + high) / 2);\n688:         const candidateResults = [...currentResults];\n689:         candidateResults[lastIndex] = {\n\n(Showing lines 440-689 of 1901. Use offset=690 to continue.)\n</content>","metadata":{"preview":"    advisory: true,\n    advisoryPreset: 'ready',\n    preferredTool: 'code_graph_query',\n    message: 'Advisory only: this looks like a structural question. Prefer `code_graph_query` before Grep or Glob for callers, imports, outline, and dependency lookups.',\n    preservesAuthority: 'session_bootstrap',\n  };\n}\n\n/* ───────────────────────────────────────────────────────────────\n   2. TOKEN BUDGET ENFORCEMENT (T205)\n   \n   Enforces per-layer/per-mode token budgets by estimating the\n   token count of strategy results and truncating when exceeded.\n   Uses character-based estimation: 1 token ≈ 4 chars.\n──────────────────────────────────────────────────────────────── */\n\n/**\n * T205: Enforce token budget on strategy results.\n * \n * Estimates the token count of the serialized result. If over budget,","truncated":true,"loaded":[]},"title":".opencode/skills/system-spec-kit/mcp_server/handlers/memory-context.ts","time":{"start":1777301818940,"end":1777301818944}}}}
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{"type":"step_start","timestamp":1777301822855,"sessionID":"ses_2308f0270ffeuiRvZwFbN3bFBg","part":{"id":"prt_dcf719d86001PBDSr4L55mg6UG","messageID":"msg_dcf7191800011LzOX4myJjXIFx","sessionID":"ses_2308f0270ffeuiRvZwFbN3bFBg","snapshot":"fb79656344a1ac85928502b334f00fad9ff40949","type":"step-start"}}
{"type":"tool_use","timestamp":1777301828725,"sessionID":"ses_2308f0270ffeuiRvZwFbN3bFBg","part":{"id":"prt_dcf71aaa6001RAyrXTh3AWE50O","messageID":"msg_dcf7191800011LzOX4myJjXIFx","sessionID":"ses_2308f0270ffeuiRvZwFbN3bFBg","type":"tool","tool":"read","callID":"call_00_y0Edgh3ULKur002ATcCAG9oR","state":{"status":"completed","input":{"filePath":"/Users/michelkerkmeester/MEGA/Development/Code_Environment/Public/.opencode/skills/system-spec-kit/mcp_server/handlers/memory-context.ts","offset":689,"limit":150},"output":"<path>/Users/michelkerkmeester/MEGA/Development/Code_Environment/Public/.opencode/skills/system-spec-kit/mcp_server/handlers/memory-context.ts</path>\n<type>file</type>\n<content>\n689:         candidateResults[lastIndex] = {\n690:           ...lastResult,\n691:           [key]: originalValue.slice(0, mid),\n692:         };\n693: \n694:         innerEnvelope.data = {\n695:           ...((innerEnvelope.data as Record<string, unknown>) ?? {}),\n696:           results: candidateResults,\n697:           count: candidateResults.length,\n698:         };\n699: \n700:         const candidateContent = contentEntries.map((entry, index) => (\n701:           index === 0 ? { type: entry.type, text: JSON.stringify(innerEnvelope) } : { ...entry }\n702:         ));\n703:         const candidateResult = {\n704:           ...truncatedResult,\n705:           content: candidateContent,\n706:         } as ContextResult;\n707:         const candidateTokens = estimateTokens(JSON.stringify(candidateResult));\n708: \n709:         if (candidateTokens <= budgetTokens) {\n710:           bestResult = candidateResult;\n711:           bestTokens = candidateTokens;\n712:           low = mid + 1;\n713:         } else {\n714:           high = mid - 1;\n715:         }\n716:       }\n717: \n718:       if (bestResult) {\n719:         return {\n720:           result: bestResult,\n721:           actualTokens: bestTokens,\n722:         };\n723:       }\n724:     }\n725: \n726:     return null;\n727:   };\n728: \n729:   // Try to find and truncate the inner results array\n730:   const contentArr = (truncatedResult as Record<string, unknown>).content as Array<{ type: string; text: string }> | undefined;\n731:   let parseFailedInnerText: string | undefined;\n732:   // REQ-002 (Cluster 1): Track survivors so the fallback path can preserve them\n733:   // instead of zero-filling.\n734:   let preservedAfterStructural: Array<Record<string, unknown>> = [];\n735:   if (contentArr && Array.isArray(contentArr) && contentArr.length > 0 && contentArr[0]?.text) {\n736:     try {\n737:       const innerEnvelope = JSON.parse(contentArr[0].text);\n738:       const innerResults = innerEnvelope?.data?.results;\n739: \n740:       if (Array.isArray(innerResults) && innerResults.length > 0) {\n741:         originalResultCount = innerResults.length;\n742: \n743:         // Results should already be sorted by score (highest first)\n744:         // Remove items from the end until we fit within budget\n745:         const currentResults = [...innerResults];\n746:         let currentTokens = preEnforcementTokens;\n747: \n748:         // Phase 1: Adaptive content truncation — truncate content fields before dropping results\n749:         const MAX_CONTENT_CHARS = 500;\n750:         for (const r of currentResults) {\n751:           if (r.content && typeof r.content === 'string' && r.content.length > MAX_CONTENT_CHARS) {\n752:             r.content = r.content.substring(0, MAX_CONTENT_CHARS) + '...';\n753:             r.contentTruncated = true;\n754:           }\n755:         }\n756:         // Re-estimate after content truncation\n757:         innerEnvelope.data.results = currentResults;\n758:         innerEnvelope.data.count = currentResults.length;\n759:         currentTokens = estimateTokens(JSON.stringify(innerEnvelope));\n760: \n761:         // Phase 2: Drop lowest-scored results if still over budget\n762:         while (currentResults.length > 1 && currentTokens > budgetTokens) {\n763:           // Remove the last (lowest-scored) result\n764:           const removed = currentResults.pop();\n765:           const removedTokens = estimateTokens(JSON.stringify(removed));\n766:           currentTokens -= removedTokens;\n767:         }\n768: \n769:         // Phase 3: Two-tier response — append metadata-only entries for dropped results\n770:         const droppedResults = innerResults.slice(currentResults.length);\n771:         if (droppedResults.length > 0) {\n772:           const metadataOnly = droppedResults.map((r: Record<string, unknown>) => ({\n773:             id: r.id,\n774:             title: r.title,\n775:             similarity: r.similarity,\n776:             specFolder: r.specFolder,\n777:             confidence: r.confidence,\n778:             importanceTier: r.importanceTier,\n779:             isConstitutional: r.isConstitutional,\n780:             metadataOnly: true,\n781:           }));\n782:           const metadataTokens = estimateTokens(JSON.stringify(metadataOnly));\n783:           if (currentTokens + metadataTokens <= budgetTokens) {\n784:             currentResults.push(...metadataOnly);\n785:             currentTokens += metadataTokens;\n786:           }\n787:         }\n788: \n789:         // Update the inner envelope\n790:         innerEnvelope.data.results = currentResults;\n791:         innerEnvelope.data.count = currentResults.length;\n792:         returnedResultCount = currentResults.length;\n793: \n794:         // REQ-002 (Cluster 1): Snapshot survivors before any further compaction\n795:         // so the fallback path can preserve them instead of zero-filling.\n796:         preservedAfterStructural = currentResults.slice();\n797: \n798:         // Re-serialize\n799:         contentArr[0] = { type: 'text', text: JSON.stringify(innerEnvelope) };\n800:         (truncatedResult as Record<string, unknown>).content = contentArr;\n801: \n802:         // Recalculate actual tokens after truncation\n803:         const newSerializedTokens = estimateTokens(JSON.stringify(truncatedResult));\n804: \n805:         if (newSerializedTokens <= budgetTokens) {\n806:           return {\n807:             result: truncatedResult,\n808:             enforcement: {\n809:               budgetTokens,\n810:               preEnforcementTokens,\n811:               returnedTokens: newSerializedTokens,\n812:               actualTokens: newSerializedTokens,\n813:               enforced: true,\n814:               truncated: true,\n815:               originalResultCount,\n816:               returnedResultCount,\n817:             }\n818:           };\n819:         }\n820: \n821:         const compacted = compactStructuredResult(innerEnvelope, currentResults, contentArr);\n822:         if (compacted) {\n823:           return {\n824:             result: compacted.result,\n825:             enforcement: {\n826:               budgetTokens,\n827:               preEnforcementTokens,\n828:               returnedTokens: compacted.actualTokens,\n829:               actualTokens: compacted.actualTokens,\n830:               enforced: true,\n831:               truncated: true,\n832:               originalResultCount,\n833:               returnedResultCount,\n834:             }\n835:           };\n836:         }\n837:       }\n838:     } catch {\n\n(Showing lines 689-838 of 1901. Use offset=839 to continue.)\n</content>","metadata":{"preview":"        candidateResults[lastIndex] = {\n          ...lastResult,\n          [key]: originalValue.slice(0, mid),\n        };\n\n        innerEnvelope.data = {\n          ...((innerEnvelope.data as Record<string, unknown>) ?? {}),\n          results: candidateResults,\n          count: candidateResults.length,\n        };\n\n        const candidateContent = contentEntries.map((entry, index) => (\n          index === 0 ? { type: entry.type, text: JSON.stringify(innerEnvelope) } : { ...entry }\n        ));\n        const candidateResult = {\n          ...truncatedResult,\n          content: candidateContent,\n        } as ContextResult;\n        const candidateTokens = estimateTokens(JSON.stringify(candidateResult));\n","truncated":true,"loaded":[]},"title":".opencode/skills/system-spec-kit/mcp_server/handlers/memory-context.ts","time":{"start":1777301828717,"end":1777301828724}}}}
{"type":"tool_use","timestamp":1777301831023,"sessionID":"ses_2308f0270ffeuiRvZwFbN3bFBg","part":{"id":"prt_dcf71b57a0014hcTMcujE6tpzz","messageID":"msg_dcf7191800011LzOX4myJjXIFx","sessionID":"ses_2308f0270ffeuiRvZwFbN3bFBg","type":"tool","tool":"read","callID":"call_01_qQUXq8Pu32mDRSzIjYlKuqmC","state":{"status":"completed","input":{"filePath":"/Users/michelkerkmeester/MEGA/Development/Code_Environment/Public/.opencode/skills/system-spec-kit/mcp_server/lib/search/confidence-truncation.ts","limit":200},"output":"<path>/Users/michelkerkmeester/MEGA/Development/Code_Environment/Public/.opencode/skills/system-spec-kit/mcp_server/lib/search/confidence-truncation.ts</path>\n<type>file</type>\n<content>\n1: // ───────────────────────────────────────────────────────────────\n2: // MODULE: Confidence Truncation\n3: // ───────────────────────────────────────────────────────────────\n4: // Feature catalog: Confidence-based result truncation\n5: import { isConfidenceTruncationEnabled } from './search-flags.js';\n6: \n7: /* --- 1. TYPES & CONSTANTS --- */\n8: \n9: /** Generic scored result for truncation — supports both numeric and string IDs. */\n10: interface ScoredResult {\n11:   id: number | string;\n12:   score: number;\n13:   [key: string]: unknown;\n14: }\n15: \n16: /** Result of a truncation operation with full audit metadata. */\n17: interface TruncationResult {\n18:   results: ScoredResult[];\n19:   truncated: boolean;\n20:   originalCount: number;\n21:   truncatedCount: number;\n22:   /** Inclusive index of the last kept result (0-based). */\n23:   cutoffIndex: number;\n24:   medianGap: number;\n25:   cutoffGap: number;\n26: }\n27: \n28: /** Options for truncation behaviour. */\n29: interface TruncationOptions {\n30:   /** Minimum number of results to always return, regardless of gap. Default: 3. */\n31:   minResults?: number;\n32: }\n33: \n34: /** Default minimum result count. */\n35: const DEFAULT_MIN_RESULTS = 3;\n36: \n37: /** Gap multiplier: gap must exceed this multiple of the median gap to trigger truncation.\n38:  * 2x median is the elbow heuristic — a gap twice the typical spread signals a relevance cliff. */\n39: const GAP_THRESHOLD_MULTIPLIER = 2;\n40: \n41: /* --- 2. GAP ANALYSIS HELPERS --- */\n42: \n43: /**\n44:  * Compute consecutive score gaps for a sorted (descending) score array.\n45:  * gap[i] = scores[i] - scores[i+1]   for i in [0, n-2]\n46:  * NaN and Infinity scores are filtered out before gap computation.\n47:  * Returns empty array when fewer than 2 finite scores.\n48:  *\n49:  * @param scores - Descending-sorted array of raw scores.\n50:  * @returns Array of consecutive score gaps (length = scores.length - 1).\n51:  */\n52: function computeGaps(scores: number[]): number[] {\n53:   // NaN/Infinity from upstream bugs would corrupt gap statistics — filter them first\n54:   const finite = scores.filter(s => Number.isFinite(s));\n55:   if (finite.length < 2) return [];\n56:   const gaps: number[] = [];\n57:   for (let i = 0; i < finite.length - 1; i++) {\n58:     gaps.push(finite[i] - finite[i + 1]);\n59:   }\n60:   return gaps;\n61: }\n62: \n63: /**\n64:  * Compute the median of an array of numbers.\n65:  * Returns 0 for an empty array.\n66:  *\n67:  * @param values - Array of numeric values.\n68:  * @returns Median value, or 0 for empty input.\n69:  */\n70: function computeMedian(values: number[]): number {\n71:   if (values.length === 0) return 0;\n72:   const sorted = [...values].sort((a, b) => a - b);\n73:   const mid = Math.floor(sorted.length / 2);\n74:   if (sorted.length % 2 === 1) {\n75:     return sorted[mid];\n76:   }\n77:   return (sorted[mid - 1] + sorted[mid]) / 2;\n78: }\n79: \n80: /* --- 3. CORE TRUNCATION LOGIC --- */\n81: \n82: /**\n83:  * Truncate results based on confidence gap analysis.\n84:  *\n85:  * Algorithm:\n86:  * 1. If fewer than minResults results, return unchanged.\n87:  * 2. Compute consecutive score gaps.\n88:  * 3. Compute median gap.\n89:  * 4. Find first index >= (minResults - 1) where gap > 2 * medianGap.\n90:  * 5. Truncate at that index + 1 (keep results 0..cutoffIndex inclusive).\n91:  * 6. If no threshold-exceeding gap found, return all results unchanged.\n92:  *\n93:  * When SPECKIT_CONFIDENCE_TRUNCATION is disabled, passes results through unchanged.\n94:  *\n95:  * Results are expected to be pre-sorted by score descending. This function\n96:  * does NOT sort; it operates on the input order.\n97:  *\n98:  * @param results - Array of scored results (expected descending by score).\n99:  * @param options - Optional truncation options (minResults).\n100:  * @returns TruncationResult with the (possibly shortened) result array and audit metadata.\n101:  */\n102: function truncateByConfidence(\n103:   results: ScoredResult[],\n104:   options?: TruncationOptions,\n105: ): TruncationResult {\n106:   const minResults = options?.minResults ?? DEFAULT_MIN_RESULTS;\n107: \n108:   // Defensive: filter out results with NaN/Infinity scores\n109:   const validResults = results.filter(r => Number.isFinite(r.score));\n110: \n111:   // Defensive: sort descending by score. Callers should pre-sort for efficiency.\n112:   validResults.sort((a, b) => b.score - a.score);\n113: \n114:   const originalCount = validResults.length;\n115: \n116:   // Feature flag gate: pass through when disabled\n117:   if (!isConfidenceTruncationEnabled()) {\n118:     return {\n119:       results: [...validResults],\n120:       truncated: false,\n121:       originalCount,\n122:       truncatedCount: originalCount,\n123:       cutoffIndex: originalCount - 1,\n124:       medianGap: 0,\n125:       cutoffGap: 0,\n126:     };\n127:   }\n128: \n129:   // Not enough results to truncate\n130:   if (validResults.length <= minResults) {\n131:     return {\n132:       results: [...validResults],\n133:       truncated: false,\n134:       originalCount,\n135:       truncatedCount: originalCount,\n136:       cutoffIndex: originalCount - 1,\n137:       medianGap: 0,\n138:       cutoffGap: 0,\n139:     };\n140:   }\n141: \n142:   const scores = validResults.map(r => r.score);\n143:   const gaps = computeGaps(scores);\n144:   const medianGap = computeMedian(gaps);\n145:   const threshold = GAP_THRESHOLD_MULTIPLIER * medianGap;\n146: \n147:   // When medianGap is 0 (all same scores), no meaningful gap exists — return all\n148:   if (medianGap === 0) {\n149:     return {\n150:       results: [...validResults],\n151:       truncated: false,\n152:       originalCount,\n153:       truncatedCount: originalCount,\n154:       cutoffIndex: originalCount - 1,\n155:       medianGap: 0,\n156:       cutoffGap: 0,\n157:     };\n158:   }\n159: \n160:   // Search for the first gap that exceeds the threshold, starting from minResults - 1.\n161:   // Gap[i] is the gap between result i and result i+1.\n162:   // If gap[i] > threshold, we keep results 0..i (cutoffIndex = i).\n163:   let cutoffIndex = -1;\n164:   let cutoffGap = 0;\n165: \n166:   for (let i = minResults - 1; i < gaps.length; i++) {\n167:     if (gaps[i] > threshold) {\n168:       cutoffIndex = i;\n169:       cutoffGap = gaps[i];\n170:       break;\n171:     }\n172:   }\n173: \n174:   // No significant gap found — return all results\n175:   if (cutoffIndex === -1) {\n176:     return {\n177:       results: [...validResults],\n178:       truncated: false,\n179:       originalCount,\n180:       truncatedCount: originalCount,\n181:       cutoffIndex: originalCount - 1,\n182:       medianGap,\n183:       cutoffGap: 0,\n184:     };\n185:   }\n186: \n187:   // Truncate: keep validResults[0..cutoffIndex] inclusive\n188:   const truncatedResults = validResults.slice(0, cutoffIndex + 1);\n189: \n190:   return {\n191:     results: truncatedResults,\n192:     truncated: true,\n193:     originalCount,\n194:     truncatedCount: truncatedResults.length,\n195:     cutoffIndex,\n196:     medianGap,\n197:     cutoffGap,\n198:   };\n199: }\n200: \n\n(Showing lines 1-200 of 220. Use offset=201 to continue.)\n</content>","metadata":{"preview":"// ───────────────────────────────────────────────────────────────\n// MODULE: Confidence Truncation\n// ───────────────────────────────────────────────────────────────\n// Feature catalog: Confidence-based result truncation\nimport { isConfidenceTruncationEnabled } from './search-flags.js';\n\n/* --- 1. TYPES & CONSTANTS --- */\n\n/** Generic scored result for truncation — supports both numeric and string IDs. */\ninterface ScoredResult {\n  id: number | string;\n  score: number;\n  [key: string]: unknown;\n}\n\n/** Result of a truncation operation with full audit metadata. */\ninterface TruncationResult {\n  results: ScoredResult[];\n  truncated: boolean;\n  originalCount: number;","truncated":true,"loaded":[]},"title":".opencode/skills/system-spec-kit/mcp_server/lib/search/confidence-truncation.ts","time":{"start":1777301831016,"end":1777301831022}}}}
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{"type":"tool_use","timestamp":1777301841711,"sessionID":"ses_2308f0270ffeuiRvZwFbN3bFBg","part":{"id":"prt_dcf71dd8d0022XR3sYBwTeuUs4","messageID":"msg_dcf71c9a2001DvR5aWmLP6KbCn","sessionID":"ses_2308f0270ffeuiRvZwFbN3bFBg","type":"tool","tool":"read","callID":"call_00_1xdh05RGYXbdAoTqkNepzAHi","state":{"status":"completed","input":{"filePath":"/Users/michelkerkmeester/MEGA/Development/Code_Environment/Public/.opencode/skills/system-spec-kit/mcp_server/lib/search/hybrid-search.ts","offset":2380,"limit":120},"output":"<path>/Users/michelkerkmeester/MEGA/Development/Code_Environment/Public/.opencode/skills/system-spec-kit/mcp_server/lib/search/hybrid-search.ts</path>\n<type>file</type>\n<content>\n2380:   const truncatedContent = content.length > maxSummaryChars\n2381:     ? content.slice(0, maxSummaryChars) + '...'\n2382:     : content;\n2383: \n2384:   return {\n2385:     ...result,\n2386:     content: `[Summary] ${title}: ${truncatedContent}`,\n2387:     _summarized: true,\n2388:   };\n2389: }\n2390: \n2391: /**\n2392:  * Truncate a result set to fit within a token budget using greedy highest-scoring-first strategy.\n2393:  * @param results - The full result set to truncate.\n2394:  * @param budget - Optional token budget override (defaults to SPECKIT_TOKEN_BUDGET env / 2000).\n2395:  * @param options - Optional includeContent flag and queryId for overflow logging.\n2396:  * @returns Object with truncated results, truncation flag, and optional overflow log entry.\n2397:  */\n2398: function truncateToBudget(\n2399:   results: HybridSearchResult[],\n2400:   budget?: number,\n2401:   options?: { includeContent?: boolean; queryId?: string }\n2402: ): TruncateToBudgetResult {\n2403:   const effectiveBudget = (budget && budget > 0) ? budget : getTokenBudget();\n2404:   const includeContent = options?.includeContent ?? false;\n2405:   const queryId = options?.queryId ?? `q-${Date.now()}`;\n2406: \n2407:   if (results.length === 0) {\n2408:     return { results: [], truncated: false };\n2409:   }\n2410: \n2411:   const sorted = [...results].sort((a, b) => b.score - a.score);\n2412:   const tokenEstimateCache = new Map<string, number>();\n2413:   const getTokenEstimate = (result: HybridSearchResult): number => {\n2414:     const cacheKey = canonicalResultId(result.id);\n2415:     const cached = tokenEstimateCache.get(cacheKey);\n2416:     if (cached !== undefined) {\n2417:       return cached;\n2418:     }\n2419: \n2420:     const estimate = estimateResultTokens(result);\n2421:     tokenEstimateCache.set(cacheKey, estimate);\n2422:     return estimate;\n2423:   };\n2424: \n2425:   const totalTokens = sorted.reduce((sum, result) => sum + getTokenEstimate(result), 0);\n2426: \n2427:   if (totalTokens <= effectiveBudget) {\n2428:     return { results: sorted, truncated: false };\n2429:   }\n2430: \n2431:   // Single-result overflow: summarize when content is included, otherwise keep\n2432:   // the lone result and mark the overflow for callers.\n2433:   if (sorted.length === 1) {\n2434:     const outputResult = includeContent\n2435:       ? createSummaryFallback(sorted[0]!, effectiveBudget)\n2436:       : sorted[0]!;\n2437:     const overflow: OverflowLogEntry = {\n2438:       queryId,\n2439:       candidateCount: 1,\n2440:       totalTokens,\n2441:       budgetLimit: effectiveBudget,\n2442:       truncatedToCount: 1,\n2443:       timestamp: new Date().toISOString(),\n2444:     };\n2445:     console.warn(\n2446:       `[hybrid-search] Token budget overflow (single-result fallback): ` +\n2447:       `${totalTokens} tokens > ${effectiveBudget} budget`\n2448:     );\n2449:     return { results: [outputResult], truncated: true, overflow };\n2450:   }\n2451: \n2452:   // Greedy accumulation: take highest-scoring results until budget exhausted\n2453:   const accepted: HybridSearchResult[] = [];\n2454:   let accumulated = 0;\n2455: \n2456:   for (const result of sorted) {\n2457:     const tokens = getTokenEstimate(result);\n2458:     if (accumulated + tokens > effectiveBudget) {\n2459:       if (accepted.length > 0) {\n2460:         break;\n2461:       }\n2462:       continue;\n2463:     }\n2464:     accepted.push(result);\n2465:     accumulated += tokens;\n2466:     if (accumulated >= effectiveBudget) break;\n2467:   }\n2468: \n2469:   if (accepted.length === 0 && sorted.length > 0) {\n2470:     const outputResult = includeContent\n2471:       ? createSummaryFallback(sorted[0]!, effectiveBudget)\n2472:       : sorted[0]!;\n2473:     const overflow: OverflowLogEntry = {\n2474:       queryId,\n2475:       candidateCount: results.length,\n2476:       totalTokens,\n2477:       budgetLimit: effectiveBudget,\n2478:       truncatedToCount: 1,\n2479:       timestamp: new Date().toISOString(),\n2480:     };\n2481: \n2482:     console.warn(\n2483:       `[hybrid-search] Token budget overflow (top-result fallback): ` +\n2484:       `${totalTokens} tokens > ${effectiveBudget} budget`\n2485:     );\n2486: \n2487:     return { results: [outputResult], truncated: true, overflow };\n2488:   }\n2489: \n2490:   const overflow: OverflowLogEntry = {\n2491:     queryId,\n2492:     candidateCount: results.length,\n2493:     totalTokens,\n2494:     budgetLimit: effectiveBudget,\n2495:     truncatedToCount: accepted.length,\n2496:     timestamp: new Date().toISOString(),\n2497:   };\n2498: \n2499:   console.warn(\n\n(Showing lines 2380-2499 of 2563. Use offset=2500 to continue.)\n</content>","metadata":{"preview":"  const truncatedContent = content.length > maxSummaryChars\n    ? content.slice(0, maxSummaryChars) + '...'\n    : content;\n\n  return {\n    ...result,\n    content: `[Summary] ${title}: ${truncatedContent}`,\n    _summarized: true,\n  };\n}\n\n/**\n * Truncate a result set to fit within a token budget using greedy highest-scoring-first strategy.\n * @param results - The full result set to truncate.\n * @param budget - Optional token budget override (defaults to SPECKIT_TOKEN_BUDGET env / 2000).\n * @param options - Optional includeContent flag and queryId for overflow logging.\n * @returns Object with truncated results, truncation flag, and optional overflow log entry.\n */\nfunction truncateToBudget(\n  results: HybridSearchResult[],","truncated":true,"loaded":[]},"title":".opencode/skills/system-spec-kit/mcp_server/lib/search/hybrid-search.ts","time":{"start":1777301841704,"end":1777301841710}}}}
{"type":"tool_use","timestamp":1777301844525,"sessionID":"ses_2308f0270ffeuiRvZwFbN3bFBg","part":{"id":"prt_dcf71e8780013PDEkVgEgBhGap","messageID":"msg_dcf71c9a2001DvR5aWmLP6KbCn","sessionID":"ses_2308f0270ffeuiRvZwFbN3bFBg","type":"tool","tool":"read","callID":"call_01_vZg8Afke4KhQWwCraTL4j604","state":{"status":"completed","input":{"filePath":"/Users/michelkerkmeester/MEGA/Development/Code_Environment/Public/.opencode/skills/system-spec-kit/mcp_server/handlers/memory-context.ts","offset":838,"limit":120},"output":"<path>/Users/michelkerkmeester/MEGA/Development/Code_Environment/Public/.opencode/skills/system-spec-kit/mcp_server/handlers/memory-context.ts</path>\n<type>file</type>\n<content>\n838:     } catch {\n839:       parseFailed = true;\n840:       parseFailedInnerText = contentArr[0].text;\n841:       // JSON parse failed — fall through to structural truncation\n842:     }\n843:   }\n844: \n845:   // Fallback when parsing fails or a structured response still exceeds budget.\n846:   // Always emit valid nested JSON rather than raw character slices.\n847:   // REQ-002 (Cluster 1): Hand the fallback the survivors from structural\n848:   // truncation so it can keep them instead of silently zero-filling.\n849:   const fallbackResult = fallbackToStructuredBudget(\n850:     parseFailed ? result : truncatedResult,\n851:     parseFailedInnerText,\n852:     preservedAfterStructural,\n853:   );\n854: \n855:   const fallbackTokens = estimateTokens(JSON.stringify(fallbackResult));\n856: \n857:   // Re-extract the actual returned count from the fallback envelope so the\n858:   // metadata never advertises survivors that the payload no longer contains.\n859:   const extractedFallbackCount = extractNestedResultCount(fallbackResult);\n860:   const fallbackReturnedCount = extractedFallbackCount ?? returnedResultCount;\n861:   if (fallbackReturnedCount === 0 && !droppedAllResultsReason) {\n862:     droppedAllResultsReason = 'impossible_budget';\n863:   }\n864: \n865:   return {\n866:     result: fallbackResult,\n867:     enforcement: {\n868:       budgetTokens,\n869:       preEnforcementTokens,\n870:       returnedTokens: fallbackTokens,\n871:       actualTokens: fallbackTokens,\n872:       enforced: true,\n873:       truncated: true,\n874:       originalResultCount,\n875:       returnedResultCount: fallbackReturnedCount,\n876:       ...(droppedAllResultsReason ? { droppedAllResultsReason } : {}),\n877:     }\n878:   };\n879: }\n880: \n881: /* ───────────────────────────────────────────────────────────────\n882:    3. CONTEXT MODE DEFINITIONS\n883: ──────────────────────────────────────────────────────────────── */\n884: \n885: const CONTEXT_MODES: Record<string, ContextMode> = {\n886:   // Auto-detect: Let the system determine the best approach\n887:   auto: {\n888:     name: 'Auto',\n889:     description: 'Automatically detect intent and route to optimal strategy',\n890:     strategy: 'adaptive'\n891:   },\n892: \n893:   // Quick: Fast trigger-based matching for reactive context\n894:   quick: {\n895:     name: 'Quick',\n896:     description: 'Fast trigger matching for real-time context (low latency)',\n897:     strategy: 'triggers',\n898:     tokenBudget: 800\n899:   },\n900: \n901:   // Deep: Comprehensive semantic search with full context\n902:   deep: {\n903:     name: 'Deep',\n904:     description: 'Semantic search with full context retrieval',\n905:     strategy: 'search',\n906:     tokenBudget: 3500\n907:   },\n908: \n909:   // Focused: Intent-specific search with optimized weights\n910:   focused: {\n911:     name: 'Focused',\n912:     description: 'Intent-aware search with task-specific optimization',\n913:     strategy: 'intent-search',\n914:     tokenBudget: 3000\n915:   },\n916: \n917:   // Resume: Session recovery mode\n918:   resume: {\n919:     name: 'Resume',\n920:     description: 'Resume previous work with state and next-steps anchors',\n921:     strategy: 'resume',\n922:     tokenBudget: 2000\n923:   }\n924: };\n925: \n926: /* ───────────────────────────────────────────────────────────────\n927:    4. INTENT-TO-MODE ROUTING\n928: ──────────────────────────────────────────────────────────────── */\n929: \n930: const INTENT_TO_MODE: Record<string, string> = {\n931:   add_feature: 'deep',\n932:   fix_bug: 'focused',\n933:   refactor: 'deep',\n934:   security_audit: 'deep',\n935:   understand: 'focused',\n936:   find_spec: 'deep',\n937:   find_decision: 'focused'\n938: };\n939: \n940: /* ───────────────────────────────────────────────────────────────\n941:    5. CONTEXT STRATEGY EXECUTORS\n942: ──────────────────────────────────────────────────────────────── */\n943: \n944: async function executeQuickStrategy(input: string, options: ContextOptions): Promise<ContextResult> {\n945:   const result = await handleMemoryMatchTriggers({\n946:     prompt: input,\n947:     specFolder: options.specFolder,\n948:     tenantId: options.tenantId,\n949:     userId: options.userId,\n950:     agentId: options.agentId,\n951:     limit: options.limit || 5,\n952:     session_id: options.sessionId,\n953:     include_cognitive: true\n954:   });\n955: \n956:   return {\n957:     strategy: 'quick',\n\n(Showing lines 838-957 of 1901. Use offset=958 to continue.)\n</content>","metadata":{"preview":"    } catch {\n      parseFailed = true;\n      parseFailedInnerText = contentArr[0].text;\n      // JSON parse failed — fall through to structural truncation\n    }\n  }\n\n  // Fallback when parsing fails or a structured response still exceeds budget.\n  // Always emit valid nested JSON rather than raw character slices.\n  // REQ-002 (Cluster 1): Hand the fallback the survivors from structural\n  // truncation so it can keep them instead of silently zero-filling.\n  const fallbackResult = fallbackToStructuredBudget(\n    parseFailed ? result : truncatedResult,\n    parseFailedInnerText,\n    preservedAfterStructural,\n  );\n\n  const fallbackTokens = estimateTokens(JSON.stringify(fallbackResult));\n\n  // Re-extract the actual returned count from the fallback envelope so the","truncated":true,"loaded":[]},"title":".opencode/skills/system-spec-kit/mcp_server/handlers/memory-context.ts","time":{"start":1777301844518,"end":1777301844524}}}}
{"type":"tool_use","timestamp":1777301847283,"sessionID":"ses_2308f0270ffeuiRvZwFbN3bFBg","part":{"id":"prt_dcf71f33f001fb2sEd37OGY2MZ","messageID":"msg_dcf71c9a2001DvR5aWmLP6KbCn","sessionID":"ses_2308f0270ffeuiRvZwFbN3bFBg","type":"tool","tool":"read","callID":"call_02_pjMsxxlGKLvKlkdPR1FEfpjd","state":{"status":"completed","input":{"filePath":"/Users/michelkerkmeester/MEGA/Development/Code_Environment/Public/.opencode/skills/system-spec-kit/mcp_server/code_graph/lib/compact-merger.ts","offset":50,"limit":40},"output":"<path>/Users/michelkerkmeester/MEGA/Development/Code_Environment/Public/.opencode/skills/system-spec-kit/mcp_server/code_graph/lib/compact-merger.ts</path>\n<type>file</type>\n<content>\n50: }\n51: \n52: /** Estimate tokens from string (4 chars ≈ 1 token) */\n53: function estimateTokens(text: string): number {\n54:   return Math.ceil(text.length / 4);\n55: }\n56: \n57: /** Truncate text to fit within a token budget */\n58: function truncateToTokens(text: string, maxTokens: number): string {\n59:   if (maxTokens <= 0) return '';\n60:   if (estimateTokens(text) <= maxTokens) return text;\n61: \n62:   const marker = '\\n[...truncated]';\n63:   const maxChars = maxTokens * 4;\n64:   if (marker.length >= maxChars) {\n65:     return text.slice(0, maxChars);\n66:   }\n67: \n68:   const contentChars = Math.max(0, maxChars - marker.length);\n69:   return text.slice(0, contentChars) + marker;\n70: }\n71: \n72: /** Extract file paths from a text section for deduplication */\n73: function extractFilePathsFromText(text: string): Set<string> {\n74:   const paths = new Set<string>();\n75:   const pathRegex = /(?:\\/[\\w.-]+){2,}(?:\\.\\w+)/g;\n76:   const matches = text.match(pathRegex);\n77:   if (matches) matches.forEach(m => paths.add(m));\n78:   return paths;\n79: }\n80: \n81: /** Deduplicate file references across sections — higher priority sources keep their mentions */\n82: function deduplicateFilePaths(sections: MergedBrief['sections']): number {\n83:   const seenFiles = new Set<string>();\n84:   let removedCount = 0;\n85: \n86:   for (const section of sections) {\n87:     const filePaths = extractFilePathsFromText(section.content);\n88:     const duplicates: string[] = [];\n89: \n\n(Showing lines 50-89 of 231. Use offset=90 to continue.)\n</content>","metadata":{"preview":"}\n\n/** Estimate tokens from string (4 chars ≈ 1 token) */\nfunction estimateTokens(text: string): number {\n  return Math.ceil(text.length / 4);\n}\n\n/** Truncate text to fit within a token budget */\nfunction truncateToTokens(text: string, maxTokens: number): string {\n  if (maxTokens <= 0) return '';\n  if (estimateTokens(text) <= maxTokens) return text;\n\n  const marker = '\\n[...truncated]';\n  const maxChars = maxTokens * 4;\n  if (marker.length >= maxChars) {\n    return text.slice(0, maxChars);\n  }\n\n  const contentChars = Math.max(0, maxChars - marker.length);\n  return text.slice(0, contentChars) + marker;","truncated":true,"loaded":[]},"title":".opencode/skills/system-spec-kit/mcp_server/code_graph/lib/compact-merger.ts","time":{"start":1777301847279,"end":1777301847283}}}}
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{"type":"step_start","timestamp":1777301850376,"sessionID":"ses_2308f0270ffeuiRvZwFbN3bFBg","part":{"id":"prt_dcf720906001wkJH2Dlm59dw9r","messageID":"msg_dcf71ffd8001vdlSER7OUb0ja8","sessionID":"ses_2308f0270ffeuiRvZwFbN3bFBg","snapshot":"1c52b4af22393835f5ed97c51eb7afcd26646ba5","type":"step-start"}}
{"type":"tool_use","timestamp":1777301856915,"sessionID":"ses_2308f0270ffeuiRvZwFbN3bFBg","part":{"id":"prt_dcf7219940013lB6UQfSSz4nxG","messageID":"msg_dcf71ffd8001vdlSER7OUb0ja8","sessionID":"ses_2308f0270ffeuiRvZwFbN3bFBg","type":"tool","tool":"grep","callID":"call_00_W4VVLN9p9v2wOl4uInhE7Dba","state":{"status":"completed","input":{"include":"*.ts","pattern":"function.*truncat|budgetTokens|enforceBudget|truncation","path":"/Users/michelkerkmeester/MEGA/Development/Code_Environment/Public/.opencode/skills/system-spec-kit/mcp_server/handlers"},"output":"Found 29 matches\n/Users/michelkerkmeester/MEGA/Development/Code_Environment/Public/.opencode/skills/system-spec-kit/mcp_server/handlers/memory-context.ts:\n  Line 136:   budgetTokens: number;\n  Line 463: function enforceTokenBudget(result: ContextResult, budgetTokens: number): { result: ContextResult; enforcement: TokenBudgetEnforcement } {\n  Line 468:   if (preEnforcementTokens <= budgetTokens) {\n  Line 472:         budgetTokens,\n  Line 487:   if (budgetTokens > 0 && preEnforcementTokens / budgetTokens < 0.50) {\n  Line 491:         budgetTokens,\n  Line 534:     // REQ-002 (Cluster 1): When structural truncation already produced a non-empty\n  Line 639:       if (estimateTokens(JSON.stringify(fallbackResult)) <= budgetTokens) {\n  Line 709:         if (candidateTokens <= budgetTokens) {\n  Line 748:         // Phase 1: Adaptive content truncation — truncate content fields before dropping results\n  Line 756:         // Re-estimate after content truncation\n  Line 762:         while (currentResults.length > 1 && currentTokens > budgetTokens) {\n  Line 783:           if (currentTokens + metadataTokens <= budgetTokens) {\n  Line 802:         // Recalculate actual tokens after truncation\n  Line 805:         if (newSerializedTokens <= budgetTokens) {\n  Line 809:               budgetTokens,\n  Line 826:               budgetTokens,\n  Line 841:       // JSON parse failed — fall through to structural truncation\n  Line 848:   // truncation so it can keep them instead of silently zero-filling.\n  Line 868:       budgetTokens,\n\n/Users/michelkerkmeester/MEGA/Development/Code_Environment/Public/.opencode/skills/system-spec-kit/mcp_server/handlers/causal-graph.ts:\n  Line 56:   truncation_limit: number | null;\n  Line 70:   truncationLimit: number | null;\n  Line 225:     truncation_limit: root.truncationLimit ?? null,\n  Line 293:     truncation_limit: a.truncation_limit ?? b.truncation_limit ?? null,\n  Line 359:     truncation_limit: chain.truncation_limit,\n  Line 377:     truncation_limit: null,\n  Line 393:     truncationLimit: chain.truncation_limit,\n  Line 590:         `Traversal truncated after ${combinedChain.truncation_limit ?? causalEdges.MAX_EDGES_LIMIT} edges per node - results may be incomplete`\n  Line 611:         truncationLimit: combinedChain.truncation_limit,","metadata":{"matches":29,"truncated":false},"title":"function.*truncat|budgetTokens|enforceBudget|truncation","time":{"start":1777301856899,"end":1777301856914}}}}
{"type":"tool_use","timestamp":1777301859666,"sessionID":"ses_2308f0270ffeuiRvZwFbN3bFBg","part":{"id":"prt_dcf7223d50016y010NYw0q7EBK","messageID":"msg_dcf71ffd8001vdlSER7OUb0ja8","sessionID":"ses_2308f0270ffeuiRvZwFbN3bFBg","type":"tool","tool":"read","callID":"call_01_45WVEsddJI4NETxE3B4RBZA4","state":{"status":"completed","input":{"offset":850,"filePath":"/Users/michelkerkmeester/MEGA/Development/Code_Environment/Public/.opencode/skills/system-spec-kit/mcp_server/lib/context/shared-payload.ts","limit":30},"output":"<path>/Users/michelkerkmeester/MEGA/Development/Code_Environment/Public/.opencode/skills/system-spec-kit/mcp_server/lib/context/shared-payload.ts</path>\n<type>file</type>\n<content>\n850: export function summarizeCertaintyContract(entries: Array<{\n851:   label: string;\n852:   certainty: SharedPayloadCertainty;\n853: }>): string {\n854:   return entries\n855:     .map(({ label, certainty }) => `${label}=${assertSharedPayloadCertainty(certainty)}`)\n856:     .join(', ');\n857: }\n858: \n859: function truncateInline(text: string, maxChars: number = SUMMARY_MAX_CHARS): string {\n860:   const normalized = text.replace(/\\s+/g, ' ').trim();\n861:   if (normalized.length <= maxChars) {\n862:     return normalized;\n863:   }\n864:   return `${normalized.slice(0, maxChars - 3).trimEnd()}...`;\n865: }\n866: \n867: export function summarizeUnknown(value: unknown, maxChars: number = SUMMARY_MAX_CHARS): string {\n868:   if (value === null || value === undefined) {\n869:     return 'None';\n870:   }\n871: \n872:   if (typeof value === 'string') {\n873:     return truncateInline(value, maxChars);\n874:   }\n875: \n876:   try {\n877:     return truncateInline(JSON.stringify(value), maxChars);\n878:   } catch {\n879:     return truncateInline(String(value), maxChars);\n\n(Showing lines 850-879 of 1073. Use offset=880 to continue.)\n</content>","metadata":{"preview":"export function summarizeCertaintyContract(entries: Array<{\n  label: string;\n  certainty: SharedPayloadCertainty;\n}>): string {\n  return entries\n    .map(({ label, certainty }) => `${label}=${assertSharedPayloadCertainty(certainty)}`)\n    .join(', ');\n}\n\nfunction truncateInline(text: string, maxChars: number = SUMMARY_MAX_CHARS): string {\n  const normalized = text.replace(/\\s+/g, ' ').trim();\n  if (normalized.length <= maxChars) {\n    return normalized;\n  }\n  return `${normalized.slice(0, maxChars - 3).trimEnd()}...`;\n}\n\nexport function summarizeUnknown(value: unknown, maxChars: number = SUMMARY_MAX_CHARS): string {\n  if (value === null || value === undefined) {\n    return 'None';","truncated":true,"loaded":[]},"title":".opencode/skills/system-spec-kit/mcp_server/lib/context/shared-payload.ts","time":{"start":1777301859662,"end":1777301859666}}}}
{"type":"text","timestamp":1777301860058,"sessionID":"ses_2308f0270ffeuiRvZwFbN3bFBg","part":{"id":"prt_dcf72125f002Pkq2ZI94Melo9m","messageID":"msg_dcf71ffd8001vdlSER7OUb0ja8","sessionID":"ses_2308f0270ffeuiRvZwFbN3bFBg","type":"text","text":"Now let me also check the `code_graph_context.ts` handler which has a budgetTokens parameter, and the `shared-payload.ts` truncation:","time":{"start":1777301860058,"end":1777301860058}}}
{"type":"step_finish","timestamp":1777301860277,"sessionID":"ses_2308f0270ffeuiRvZwFbN3bFBg","part":{"id":"prt_dcf722eda002p5g6pDa85awOQ1","reason":"tool-calls","snapshot":"ce061eec2f82f125f7438bc0a12144a0e8a28b92","messageID":"msg_dcf71ffd8001vdlSER7OUb0ja8","sessionID":"ses_2308f0270ffeuiRvZwFbN3bFBg","type":"step-finish","tokens":{"total":59625,"input":3233,"output":256,"reasoning":72,"cache":{"write":0,"read":56064}},"cost":0.007579788}}
{"type":"step_start","timestamp":1777301862898,"sessionID":"ses_2308f0270ffeuiRvZwFbN3bFBg","part":{"id":"prt_dcf7239f1001NoHfaNgzIGVZj4","messageID":"msg_dcf7230ad0019wQKG1k38SUqM2","sessionID":"ses_2308f0270ffeuiRvZwFbN3bFBg","snapshot":"bf454de69c9af11ffc470b17cfecd68f35b2b9c4","type":"step-start"}}
{"type":"tool_use","timestamp":1777301866964,"sessionID":"ses_2308f0270ffeuiRvZwFbN3bFBg","part":{"id":"prt_dcf723fb4001Uo3QhOp1R34S3S","messageID":"msg_dcf7230ad0019wQKG1k38SUqM2","sessionID":"ses_2308f0270ffeuiRvZwFbN3bFBg","type":"tool","tool":"grep","callID":"call_00_GuEKB6LYy5IEtMlEZKphsspO","state":{"status":"completed","input":{"include":"*.ts","pattern":"budgetTokens|truncat.*budget|enforceBudget","path":"/Users/michelkerkmeester/MEGA/Development/Code_Environment/Public/.opencode/skills/system-spec-kit/mcp_server/code_graph"},"output":"Found 11 matches\n/Users/michelkerkmeester/MEGA/Development/Code_Environment/Public/.opencode/skills/system-spec-kit/mcp_server/code_graph/lib/code-graph-context.ts:\n  Line 26:   budgetTokens?: number;\n  Line 105:   const budgetTokens = args.budgetTokens ?? 1200;\n  Line 123:     return buildEmptyFallback(queryMode, budgetTokens);\n  Line 177:   const formattedTextBrief = formatTextBrief(sections, budgetTokens, resolvedAnchors);\n  Line 200:       budgetLimit: budgetTokens,\n  Line 215: function buildEmptyFallback(queryMode: QueryMode, budgetTokens: number): ContextResult {\n  Line 227:       budgetLimit: budgetTokens,\n  Line 534: function formatTextBrief(sections: GraphContextSection[], budgetTokens: number, _anchors?: ArtifactRef[]): FormattedTextBrief {\n  Line 535:   const maxChars = budgetTokens * 4;\n\n/Users/michelkerkmeester/MEGA/Development/Code_Environment/Public/.opencode/skills/system-spec-kit/mcp_server/code_graph/handlers/context.ts:\n  Line 32:   budgetTokens?: number;\n  Line 219:       budgetTokens: args.budgetTokens ?? 1200,","metadata":{"matches":11,"truncated":false},"title":"budgetTokens|truncat.*budget|enforceBudget","time":{"start":1777301866956,"end":1777301866964}}}}
{"type":"step_finish","timestamp":1777301867483,"sessionID":"ses_2308f0270ffeuiRvZwFbN3bFBg","part":{"id":"prt_dcf724afc001f3AmolEO7kb7UC","reason":"tool-calls","snapshot":"b40ee47013fefeb062b70d50c02e365bb5de31b0","messageID":"msg_dcf7230ad0019wQKG1k38SUqM2","sessionID":"ses_2308f0270ffeuiRvZwFbN3bFBg","type":"step-finish","tokens":{"total":60773,"input":1099,"output":123,"reasoning":31,"cache":{"write":0,"read":59520}},"cost":0.00331122}}
{"type":"step_start","timestamp":1777301869635,"sessionID":"ses_2308f0270ffeuiRvZwFbN3bFBg","part":{"id":"prt_dcf725441001fsRj8KpwlWplEA","messageID":"msg_dcf724c9f001ki76rt5Nxx5grU","sessionID":"ses_2308f0270ffeuiRvZwFbN3bFBg","snapshot":"e5aadc9d95335d616e938eac3c672d3c64ebac01","type":"step-start"}}
{"type":"tool_use","timestamp":1777301873409,"sessionID":"ses_2308f0270ffeuiRvZwFbN3bFBg","part":{"id":"prt_dcf725935002vSl7SWJ0VUAC1q","messageID":"msg_dcf724c9f001ki76rt5Nxx5grU","sessionID":"ses_2308f0270ffeuiRvZwFbN3bFBg","type":"tool","tool":"read","callID":"call_00_knFP1tUNOUqFh3ge6aOwayuM","state":{"status":"completed","input":{"offset":60,"filePath":"/Users/michelkerkmeester/MEGA/Development/Code_Environment/Public/.opencode/skills/system-spec-kit/mcp_server/lib/session/session-snapshot.ts","limit":30},"output":"<path>/Users/michelkerkmeester/MEGA/Development/Code_Environment/Public/.opencode/skills/system-spec-kit/mcp_server/lib/session/session-snapshot.ts</path>\n<type>file</type>\n<content>\n60:   } catch {\n61:     return 'error';\n62:   }\n63: }\n64: \n65: function estimateTextTokens(text: string): number {\n66:   return Math.ceil(text.length / 4);\n67: }\n68: \n69: function truncateTextToTokenBudget(text: string, maxTokens: number): string {\n70:   if (maxTokens <= 0) {\n71:     return '';\n72:   }\n73: \n74:   if (estimateTextTokens(text) <= maxTokens) {\n75:     return text;\n76:   }\n77: \n78:   const maxChars = Math.max(0, (maxTokens * 4) - 3);\n79:   return `${text.slice(0, maxChars).trimEnd()}...`;\n80: }\n81: \n82: function estimateStructuralContractTokens(\n83:   summary: string,\n84:   highlights: string[] | undefined,\n85:   recommendedAction: string,\n86: ): number {\n87:   return estimateTextTokens([\n88:     summary,\n89:     ...(highlights ?? []),\n\n(Showing lines 60-89 of 284. Use offset=90 to continue.)\n</content>","metadata":{"preview":"  } catch {\n    return 'error';\n  }\n}\n\nfunction estimateTextTokens(text: string): number {\n  return Math.ceil(text.length / 4);\n}\n\nfunction truncateTextToTokenBudget(text: string, maxTokens: number): string {\n  if (maxTokens <= 0) {\n    return '';\n  }\n\n  if (estimateTextTokens(text) <= maxTokens) {\n    return text;\n  }\n\n  const maxChars = Math.max(0, (maxTokens * 4) - 3);\n  return `${text.slice(0, maxChars).trimEnd()}...`;","truncated":true,"loaded":[]},"title":".opencode/skills/system-spec-kit/mcp_server/lib/session/session-snapshot.ts","time":{"start":1777301873405,"end":1777301873408}}}}
{"type":"tool_use","timestamp":1777301876183,"sessionID":"ses_2308f0270ffeuiRvZwFbN3bFBg","part":{"id":"prt_dcf7264520015GZFHYeIkv280D","messageID":"msg_dcf724c9f001ki76rt5Nxx5grU","sessionID":"ses_2308f0270ffeuiRvZwFbN3bFBg","type":"tool","tool":"read","callID":"call_01_y8WraQy2VNlFNhZDA4wfDN6x","state":{"status":"completed","input":{"offset":90,"filePath":"/Users/michelkerkmeester/MEGA/Development/Code_Environment/Public/.opencode/skills/system-spec-kit/mcp_server/hooks/claude/shared.ts","limit":30},"output":"<path>/Users/michelkerkmeester/MEGA/Development/Code_Environment/Public/.opencode/skills/system-spec-kit/mcp_server/hooks/claude/shared.ts</path>\n<type>file</type>\n<content>\n90:   } else {\n91:     process.stderr.write(`INFO ${line}\\n`);\n92:   }\n93: }\n94: \n95: /** Estimate token count (rough: 1 token ≈ 4 chars) and truncate if over budget */\n96: export function truncateToTokenBudget(text: string, maxTokens: number): string {\n97:   const estimatedTokens = Math.ceil(text.length / 4);\n98:   if (estimatedTokens <= maxTokens) return text;\n99:   const maxChars = maxTokens * 4;\n100:   return text.slice(0, maxChars) + '\\n[...truncated to fit token budget]';\n101: }\n102: \n103: // Provenance helpers (escapeProvenanceField, sanitizeRecoveredPayload,\n104: // wrapRecoveredCompactPayload) live in ../shared-provenance.ts so they\n105: // can be consumed by Claude, Gemini, and Copilot runtimes without\n106: // transitive coupling to this Claude-specific module (T-W1-HOK-02).\n107: export {\n108:   escapeProvenanceField,\n109:   sanitizeRecoveredPayload,\n110:   wrapRecoveredCompactPayload,\n111:   type RecoveredCompactMetadata,\n112: } from '../shared-provenance.js';\n113: \n114: /** Calculate pressure-adjusted budget based on context window usage */\n115: export function calculatePressureAdjustedBudget(\n116:   currentTokens: number | undefined,\n117:   maxTokens: number | undefined,\n118:   baseBudget: number,\n119: ): number {\n\n(Showing lines 90-119 of 125. Use offset=120 to continue.)\n</content>","metadata":{"preview":"  } else {\n    process.stderr.write(`INFO ${line}\\n`);\n  }\n}\n\n/** Estimate token count (rough: 1 token ≈ 4 chars) and truncate if over budget */\nexport function truncateToTokenBudget(text: string, maxTokens: number): string {\n  const estimatedTokens = Math.ceil(text.length / 4);\n  if (estimatedTokens <= maxTokens) return text;\n  const maxChars = maxTokens * 4;\n  return text.slice(0, maxChars) + '\\n[...truncated to fit token budget]';\n}\n\n// Provenance helpers (escapeProvenanceField, sanitizeRecoveredPayload,\n// wrapRecoveredCompactPayload) live in ../shared-provenance.ts so they\n// can be consumed by Claude, Gemini, and Copilot runtimes without\n// transitive coupling to this Claude-specific module (T-W1-HOK-02).\nexport {\n  escapeProvenanceField,\n  sanitizeRecoveredPayload,","truncated":true,"loaded":[]},"title":".opencode/skills/system-spec-kit/mcp_server/hooks/claude/shared.ts","time":{"start":1777301876179,"end":1777301876182}}}}
{"type":"step_finish","timestamp":1777301876697,"sessionID":"ses_2308f0270ffeuiRvZwFbN3bFBg","part":{"id":"prt_dcf726f0d001woqslg30Q6qnwg","reason":"tool-calls","snapshot":"f23299efd4720f8b03854ff224fbf5acfd35cc7f","messageID":"msg_dcf724c9f001ki76rt5Nxx5grU","sessionID":"ses_2308f0270ffeuiRvZwFbN3bFBg","type":"step-finish","tokens":{"total":61313,"input":402,"output":214,"reasoning":25,"cache":{"write":0,"read":60672}},"cost":0.002410944}}
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{"type":"tool_use","timestamp":1777301885722,"sessionID":"ses_2308f0270ffeuiRvZwFbN3bFBg","part":{"id":"prt_dcf7287ca001tJjjmWzpmz6Ztj","messageID":"msg_dcf7270ad001M3PPqarrkLhlit","sessionID":"ses_2308f0270ffeuiRvZwFbN3bFBg","type":"tool","tool":"read","callID":"call_00_yObWVbdMdxitHMxf5Q7OLrVv","state":{"status":"completed","input":{"offset":1680,"filePath":"/Users/michelkerkmeester/MEGA/Development/Code_Environment/Public/.opencode/skills/system-spec-kit/mcp_server/handlers/memory-context.ts","limit":100},"output":"<path>/Users/michelkerkmeester/MEGA/Development/Code_Environment/Public/.opencode/skills/system-spec-kit/mcp_server/handlers/memory-context.ts</path>\n<type>file</type>\n<content>\n1680:   // FIX RC1-A (superseded by P0 fix): Folder discovery no longer promotes to\n1681:   // options.specFolder, so the recovery retry is no longer needed. The folder\n1682:   // boost still applies via options.folderBoost for scoring prioritization.\n1683: \n1684:   try {\n1685:     workingMemory.setSessionInferredMode(effectiveSessionId, effectiveMode);\n1686:   } catch (error: unknown) {\n1687:     void error;\n1688:     // Best-effort session state write — do not fail the handler\n1689:   }\n1690: \n1691:   // T205: Determine effective token budget from mode or layer definitions\n1692:   const modeTokenBudget = CONTEXT_MODES[effectiveMode]?.tokenBudget;\n1693:   const effectiveBudget = modeTokenBudget || tokenBudget;\n1694: \n1695:   // M1 FIX: Inject auto-resume context BEFORE budget enforcement\n1696:   // so the final response respects the advertised token budget.\n1697:   const tracedResult0: ContextResult = effectiveMode === 'quick' && options.includeTrace === true\n1698:     ? attachSessionTransitionTrace(\n1699:       result as ContextResult & { content?: Array<{ text?: string; type?: string }> },\n1700:       sessionTransition,\n1701:     ) as ContextResult\n1702:     : result;\n1703: \n1704:   if (autoResumeEnabled && effectiveMode === 'resume' && resumedSession) {\n1705:     const resumeContextItems = workingMemory.getSessionPromptContext(effectiveSessionId, workingMemory.DECAY_FLOOR, 5);\n1706:     if (resumeContextItems.length > 0) {\n1707:       sessionLifecycle.resumedContextCount = resumeContextItems.length;\n1708:       (tracedResult0 as Record<string, unknown>).systemPromptContext = resumeContextItems.map((item) => ({\n1709:         memoryId: item.memoryId,\n1710:         title: item.title,\n1711:         filePath: item.filePath,\n1712:         attentionScore: item.attentionScore,\n1713:       }));\n1714:       (tracedResult0 as Record<string, unknown>).systemPromptContextInjected = true;\n1715:     }\n1716:   }\n1717: \n1718:   // T205: Enforce token budget AFTER all context injection\n1719:   const { result: budgetedResult, enforcement } = enforceTokenBudget(tracedResult0, effectiveBudget);\n1720:   const tracedResult = budgetedResult;\n1721:   const intentTelemetry = detectedIntent ? intentClassifier.emitIntentTelemetry(normalizedInput, {\n1722:     taskIntent: {\n1723:       intent: detectedIntent,\n1724:       confidence: intentConfidence,\n1725:       evidence: intentEvidence,\n1726:     },\n1727:     backendRouting: {\n1728:       route: queryIntentMetadata?.routedBackend ?? 'semantic',\n1729:       confidence: queryIntentMetadata?.confidence ?? 0,\n1730:     },\n1731:   }) : null;\n1732: \n1733:   // Phase 020: Attach graph context and query-intent routing metadata\n1734:   const responseData: ContextResult & Record<string, unknown> = { ...tracedResult };\n1735:   if (graphContextResult) {\n1736:     responseData.graphContext = graphContextResult;\n1737:   }\n1738:   if (queryIntentMetadata) {\n1739:     // REQ-004 (Cluster 2): Annotate explicitly so callers do not confuse this\n1740:     // backend-channel selector with the authoritative `meta.intent` task intent.\n1741:     responseData.queryIntentRouting = {\n1742:       ...queryIntentMetadata,\n1743:       route: queryIntentMetadata.routedBackend,\n1744:       classificationKind: 'backend-routing',\n1745:       authoritativeFor: ['channel-selection'],\n1746:       seeAlso: 'meta.intent',\n1747:     };\n1748:   }\n1749:   const structuralRoutingNudge = buildStructuralRoutingNudge(\n1750:     normalizedInput,\n1751:     queryIntentMetadata,\n1752:     graphContextResult,\n1753:   );\n1754:   if (structuralRoutingNudge) {\n1755:     responseData.structuralRoutingNudge = structuralRoutingNudge;\n1756:   }\n1757: \n1758:   // Build response with layer metadata\n1759:   const _contextResponse = createMCPResponse({\n1760:     tool: 'memory_context',\n1761:     summary: enforcement.truncated\n1762:       ? `Context retrieved via ${effectiveMode} mode (${tracedResult.strategy} strategy) [truncated${enforcement.originalResultCount !== undefined ? `: ${enforcement.originalResultCount} → ${enforcement.returnedResultCount} results` : ''} to fit ${effectiveBudget} token budget]`\n1763:       : `Context retrieved via ${effectiveMode} mode (${tracedResult.strategy} strategy)`,\n1764:     data: responseData,\n1765:     hints: [\n1766:       `Mode: ${CONTEXT_MODES[effectiveMode].description}`,\n1767:       `For more granular control, use L2 tools: memory_search, memory_match_triggers`,\n1768:       `Token budget: ${effectiveBudget} (${effectiveMode} mode)`,\n1769:       ...(structuralRoutingNudge ? [structuralRoutingNudge.message] : []),\n1770:       ...(pressureWarning ? [pressureWarning] : [])\n1771:     ],\n1772:     extraMeta: buildResponseMeta({\n1773:       effectiveMode,\n1774:       requestedMode: requested_mode,\n1775:       tracedResult,\n1776:       pressurePolicy,\n1777:       pressureOverrideApplied,\n1778:       pressureOverrideTargetMode,\n1779:       pressureWarning,\n\n(Showing lines 1680-1779 of 1901. Use offset=1780 to continue.)\n</content>","metadata":{"preview":"  // FIX RC1-A (superseded by P0 fix): Folder discovery no longer promotes to\n  // options.specFolder, so the recovery retry is no longer needed. The folder\n  // boost still applies via options.folderBoost for scoring prioritization.\n\n  try {\n    workingMemory.setSessionInferredMode(effectiveSessionId, effectiveMode);\n  } catch (error: unknown) {\n    void error;\n    // Best-effort session state write — do not fail the handler\n  }\n\n  // T205: Determine effective token budget from mode or layer definitions\n  const modeTokenBudget = CONTEXT_MODES[effectiveMode]?.tokenBudget;\n  const effectiveBudget = modeTokenBudget || tokenBudget;\n\n  // M1 FIX: Inject auto-resume context BEFORE budget enforcement\n  // so the final response respects the advertised token budget.\n  const tracedResult0: ContextResult = effectiveMode === 'quick' && options.includeTrace === true\n    ? attachSessionTransitionTrace(\n      result as ContextResult & { content?: Array<{ text?: string; type?: string }> },","truncated":true,"loaded":[]},"title":".opencode/skills/system-spec-kit/mcp_server/handlers/memory-context.ts","time":{"start":1777301885718,"end":1777301885722}}}}
{"type":"tool_use","timestamp":1777301888521,"sessionID":"ses_2308f0270ffeuiRvZwFbN3bFBg","part":{"id":"prt_dcf729427001B6b5wCmBCD2gi9","messageID":"msg_dcf7270ad001M3PPqarrkLhlit","sessionID":"ses_2308f0270ffeuiRvZwFbN3bFBg","type":"tool","tool":"read","callID":"call_01_HAa6Q6yZUCRg3JICAnbqGR8Z","state":{"status":"completed","input":{"offset":520,"filePath":"/Users/michelkerkmeester/MEGA/Development/Code_Environment/Public/.opencode/skills/system-spec-kit/mcp_server/code_graph/lib/code-graph-context.ts","limit":80},"output":"<path>/Users/michelkerkmeester/MEGA/Development/Code_Environment/Public/.opencode/skills/system-spec-kit/mcp_server/code_graph/lib/code-graph-context.ts</path>\n<type>file</type>\n<content>\n520:         score: null,\n521:         snippet: null,\n522:         range: null,\n523:         provider: 'code_graph',\n524:       };\n525:     }\n526:   } catch { /* DB not available */ }\n527:   return null;\n528: }\n529: \n530: /**\n531:  * Format sections into compact text brief within token budget.\n532:  * Never-drops guarantee: always includes top seed, root anchor, one boundary edge, one next action.\n533:  */\n534: function formatTextBrief(sections: GraphContextSection[], budgetTokens: number, _anchors?: ArtifactRef[]): FormattedTextBrief {\n535:   const maxChars = budgetTokens * 4;\n536:   const lines: string[] = [];\n537:   let omittedSections = 0;\n538: \n539:   // Priority rendering: first section is always fully rendered (never dropped)\n540:   for (let i = 0; i < sections.length; i++) {\n541:     const section = sections[i];\n542:     const isFirst = i === 0;\n543:     const nodeLimit = isFirst ? 15 : Math.max(5, 15 - i * 3);\n544:     const edgeLimit = isFirst ? 10 : Math.max(3, 10 - i * 2);\n545: \n546:     lines.push(`### ${section.anchor}`);\n547: \n548:     if (section.nodes.length > 0) {\n549:       lines.push('Symbols:');\n550:       for (const n of section.nodes.slice(0, nodeLimit)) {\n551:         lines.push(`  ${n.kind} ${n.name} (${n.file}:${n.line})`);\n552:       }\n553:       if (section.nodes.length > nodeLimit) {\n554:         lines.push(`  ... +${section.nodes.length - nodeLimit} more`);\n555:       }\n556:     }\n557: \n558:     if (section.edges.length > 0) {\n559:       lines.push('Relationships:');\n560:       for (const e of section.edges.slice(0, edgeLimit)) {\n561:         const metadata = [\n562:           e.reason ? `reason=${e.reason}` : null,\n563:           e.step ? `step=${e.step}` : null,\n564:           typeof e.confidence === 'number' ? `confidence=${e.confidence}` : null,\n565:         ].filter(Boolean).join(' ');\n566:         lines.push(`  ${e.from} -[${e.type}${metadata ? ` ${metadata}` : ''}]-> ${e.to}`);\n567:       }\n568:       if (section.edges.length > edgeLimit) {\n569:         lines.push(`  ... +${section.edges.length - edgeLimit} more`);\n570:       }\n571:     }\n572: \n573:     lines.push('');\n574: \n575:     // Budget check: stop adding sections if we're over budget (but first section always included)\n576:     if (!isFirst && lines.join('\\n').length > maxChars * 0.9) {\n577:       omittedSections = sections.length - i - 1;\n578:       lines.push(`[${omittedSections} more sections omitted — budget limit]`);\n579:       break;\n580:     }\n581:   }\n582: \n583:   let result = lines.join('\\n');\n584:   let truncated = false;\n585:   if (result.length > maxChars) {\n586:     truncated = true;\n587:     result = result.slice(0, maxChars) + '\\n[...truncated]';\n588:   }\n589:   return {\n590:     text: result,\n591:     omittedSections,\n592:     truncated,\n593:   };\n594: }\n\n(End of file - total 594 lines)\n</content>","metadata":{"preview":"        score: null,\n        snippet: null,\n        range: null,\n        provider: 'code_graph',\n      };\n    }\n  } catch { /* DB not available */ }\n  return null;\n}\n\n/**\n * Format sections into compact text brief within token budget.\n * Never-drops guarantee: always includes top seed, root anchor, one boundary edge, one next action.\n */\nfunction formatTextBrief(sections: GraphContextSection[], budgetTokens: number, _anchors?: ArtifactRef[]): FormattedTextBrief {\n  const maxChars = budgetTokens * 4;\n  const lines: string[] = [];\n  let omittedSections = 0;\n\n  // Priority rendering: first section is always fully rendered (never dropped)","truncated":false,"loaded":[]},"title":".opencode/skills/system-spec-kit/mcp_server/code_graph/lib/code-graph-context.ts","time":{"start":1777301888516,"end":1777301888521}}}}
{"type":"step_finish","timestamp":1777301889077,"sessionID":"ses_2308f0270ffeuiRvZwFbN3bFBg","part":{"id":"prt_dcf729f3e001IHGt86rlIuF93W","reason":"tool-calls","snapshot":"b952b52638e93e82eb1efd20356472d02facd68e","messageID":"msg_dcf7270ad001M3PPqarrkLhlit","sessionID":"ses_2308f0270ffeuiRvZwFbN3bFBg","type":"step-finish","tokens":{"total":62346,"input":739,"output":218,"reasoning":77,"cache":{"write":0,"read":61312}},"cost":0.003201484}}
{"type":"step_start","timestamp":1777301891473,"sessionID":"ses_2308f0270ffeuiRvZwFbN3bFBg","part":{"id":"prt_dcf72a98f001fMzYjpQQEI2Asm","messageID":"msg_dcf72a10c001W5muNkg2ZUu1Pt","sessionID":"ses_2308f0270ffeuiRvZwFbN3bFBg","snapshot":"d9a345622076f14f78806262c7ce6623f6bf7b61","type":"step-start"}}
{"type":"text","timestamp":1777301917564,"sessionID":"ses_2308f0270ffeuiRvZwFbN3bFBg","part":{"id":"prt_dcf72d4c3001eCFfuKejTJsSzZ","messageID":"msg_dcf72a10c001W5muNkg2ZUu1Pt","sessionID":"ses_2308f0270ffeuiRvZwFbN3bFBg","type":"text","text":"Here are all token-budget enforcement code paths under `.opencode/skills/system-spec-kit/mcp_server/`:\n\n### Primary Enforcement Function (truncation behavior)\n\n**`enforceTokenBudget`** at `handlers/memory-context.ts:463` — the main orchestration-level budget enforcer for the L1 `memory_context` handler. It:\n1. Serializes the `ContextResult` and estimates tokens (1 token ≈ 4 chars)\n2. Short-circuits if under budget or if payload is <50% of budget (REQ-002 sanity guard)\n3. Parses embedded result arrays and applies a 3-phase truncation:\n   - **Phase 1:** Truncate individual `content`/`snippet`/`summary` fields >500 chars\n   - **Phase 2:** Drop lowest-scored results from the end until within budget\n   - **Phase 3:** Re-append dropped results as metadata-only entries if budget allows\n4. Falls back to `compactStructuredResult` (line 658) for binary-search field truncation\n5. Falls back to `fallbackToStructuredBudget` (line 523) if JSON parsing fails\n\nCalled at `handlers/memory-context.ts:1719` after all context injection, using the mode's token budget (`quick`=800, `deep`=3500, `focused`=3000, `resume`=2000).\n\n---\n\n### Secondary Enforcement Paths\n\n| Function | File:Line | Description |\n|---|---|---|\n| `truncateToBudget` | `lib/search/hybrid-search.ts:2398` | Greedy highest-score-first result truncation for L2 hybrid search |\n| `formatTextBrief` | `code_graph/lib/code-graph-context.ts:534` | Formats graph sections into compact text; priority rendering with never-drop-guarantee for first section |\n| `truncateByConfidence` | `lib/search/confidence-truncation.ts:102` | Score-gap-analysis truncation — keeps results above a relevance cliff (2× median gap) |\n| `getDynamicTokenBudget` | `lib/search/dynamic-token-budget.ts:69` | Advisory-only budget computation (simple→1500, moderate→2500, complex→4000); does NOT enforce |\n| `truncateToTokens` | `code_graph/lib/compact-merger.ts:58` | Characters-to-tokens truncation for compaction merger |\n| `truncateTextToTokenBudget` | `lib/session/session-snapshot.ts:69` | Text-to-tokens truncation for session snapshots |\n| `truncateToTokenBudget` | `hooks/claude/shared.ts:96` | Claude runtime hook truncation with marker |\n| `truncateInline` | `lib/context/shared-payload.ts:859` | Inline text truncation for shared payload summaries |","time":{"start":1777301917557,"end":1777301917557}}}
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