---
session_id: S-2026-0414-1158
timestamp: 2026-04-14T09:58:58Z
predecessor: S-2026-0414-0019
tasks_active: [T-1062, T-1063, T-1064, T-1065, T-1066, T-1084, T-1092, T-1107, T-1110, T-1111, T-1112, T-1115, T-1123, T-1124, T-1126, T-1127, T-1130, T-1131, T-1132, T-1133, T-1138, T-1140, T-1145, T-1200, T-1213, T-1214, T-1240, T-1241, T-1244, T-1251, T-1252, T-1253, T-332, T-334, T-436, T-446, T-448, T-449, T-460, T-464, T-470, T-481, T-505, T-511, T-518, T-530, T-544, T-550, T-558, T-594, T-612, T-613, T-663, T-678, T-682, T-704, T-705, T-706, T-707, T-708, T-710, T-772, T-782, T-799, T-800, T-801, T-802, T-803, T-816, T-817, T-837, T-844, T-880, T-967]
tasks_touched: [T-1140, T-1133, T-1241, T-682, T-1240, T-1127, T-1124, T-837, T-844, T-1145, T-1138, T-332, T-1130, T-704, T-1132, T-1252, T-1131, T-817, T-1123, T-1253, T-1062, T-1251, T-816, T-1244, T-XXX, T-1239, T-815, T-1151, T-608, T-1232, T-1237, T-1212, T-1250, T-1242, T-1225, T-1233, T-586, T-993, T-1129, T-1231, T-1222, T-1219, T-1220, T-1227, T-603, T-1226, T-882, T-1223, T-1230, T-1249, T-549, T-1136, T-1243, T-1245, T-878, T-1247, T-885, T-1236, T-1238, T-1224, T-1229, T-1125, T-1221, T-1248, T-1218, T-1234, T-835, T-1228, T-856, T-1198, T-825, T-1246, T-1235, T-607]
tasks_completed: []
uncommitted_changes: 41
token_usage: "1.1B tokens, 7005 turns"
token_input: "7.5K"
token_cache_read: "1.1B"
token_cache_create: "8.1M"
token_output: "1.8M"
commits_per_turn: "0.0413"
first_commit_turn: "42"
failed_tool_calls: "222"
failed_tool_call_rate: "0.0487"
edit_bursts: "146"
productive_turns_ratio: "0.314"
session_turns: "33"
session_commits: "1"
session_commits_per_turn: "0.0303"
session_failed_tool_calls: "0"
session_failed_tool_call_rate: "0.0"
session_edit_bursts: "0"
session_productive_turns_ratio: "0.2727"
owner: claude-code
session_narrative: ""
---

# Session Handover: S-2026-0414-1158

## Where We Are

Session worked on: T-1251 (, T-1252: Complete inception spikes with GO recommendations); T-1253 (Inception complete — GO recommendation for auto-detect version scheme); T-1250 (Fix commit-msg hook YAML shrinkage guard — grep -c arithmetic bug); T-1249 (Fix cron generator — resolve all fw occurrences to full path, not just first); T-1248 (Upgrade all 11 consumers to v1.5.600 — sort fix, cron, performance caches). Plus 8 more commit(s).

## Work in Progress

<!-- horizon: now -->

### T-1062: "WezTerm task-aware terminal chrome via TermLink RPC"
- **Status:** captured (horizon: now)
- **Last action:** T-1061: Version bump to 1.5.91 — all 5 inception phases executed
- **Next step:** See task file
- **Blockers:** None


### T-1145: "Pickup: P-010: RCA on recurring assumption fabrication/retraction/correction-of-retraction cycle — 4 proposed structural remediations (R1 provenance schema, R2 negative-claim TTL, R3 post-compact quarantine, R4 cross-section consistency) (from ring20-dashboard)"
- **Status:** captured (horizon: now)
- **Last action:** T-1145: Inception complete — 5-layer RCA, DEFER recommendation pending recurrence data
- **Next step:** See task file
- **Blockers:** None


### T-1251: "RCA: Bugfix-learning coverage stuck at 0% despite T-1178 T-1192 remediation"
- **Status:** started-work (horizon: now)
- **Last action:** T-1251, T-1252: Complete inception spikes with GO recommendations
- **Next step:** See task file
- **Blockers:** None


### T-1252: "Audit detection quality: bugfix-learning denominator counts dev-discovered bugs inflating FAIL threshold"
- **Status:** started-work (horizon: now)
- **Last action:** T-1251, T-1252: Complete inception spikes with GO recommendations
- **Next step:** See task file
- **Blockers:** None


### T-1253: "Pre-push hook VERSION-stamping breaks version.json-based consumer projects (T-106 blocker, T-648 regression)"
- **Status:** started-work (horizon: now)
- **Last action:** T-1251, T-1252: Complete inception spikes with GO recommendations
- **Next step:** See task file
- **Blockers:** None


### T-332: "Submit to awesome lists (awesome-ai-agents, awesome-agents, awesome-copilot)"
- **Status:** captured (horizon: now)
- **Last action:** T-332: Submit awesome list PRs — bradAGI #2, e2b-dev #78
- **Next step:** See task file
- **Blockers:** None


### Awaiting Human Review (7 tasks)

Agent ACs done. Human ACs pending — see "Awaiting Your Action" below.

- **T-1123**: "Pickup: Approvals page shows inception tasks without recommendations — creates noise, missing Go/No-Go criteria display (from 010-termlink)"
- **T-1200**: "RCA: Watchtower inception-decide writes duplicate decision blocks — double ## Decision sections"
- **T-1213**: "RCA: Inception decision cards on /approvals show bare radio buttons — no recommendation, no rationale, no context for human decision"
- **T-1214**: "Fix inception approvals card — show fallback context when recommendation missing (T-1213 GO)"
- **T-1240**: "Fix Watchtower tasks page string sort — T-1000+ tasks hidden between T-1xx"
- **T-1241**: "Fix Watchtower /cron page — last 5 files too narrow, infrequent jobs always show no data"
- **T-837**: "Auto-detect context window from model — eliminate hardcoded CONTEXT_WINDOW default"

<!-- horizon: next -->

### T-1063: "MCP-level governance — task-gate checks in TermLink MCP tools"
- **Status:** captured (horizon: next)
- **Last action:** T-1063: Real-world verification — MCP governance blocks without task_id
- **Next step:** See task file
- **Blockers:** None


### T-1064: "Extend orchestrator.route with task-type routing and model-aware specialist selection"
- **Status:** captured (horizon: next)
- **Last action:** T-1061: Version bump to 1.5.91 — all 5 inception phases executed
- **Next step:** See task file
- **Blockers:** None


### T-334: "Execute launch sequence: r/ClaudeAI soft launch → Show HN → amplification"
- **Status:** captured (horizon: next)
- **Last action:** T-334: Update launch draft stats — 500+ tasks, 98% traceability, 130+ checks
- **Next step:** See task file
- **Blockers:** None


### T-449: "Deep-dive articles 02-06: editing pass — strip fabricated stats, tighten voice"
- **Status:** captured (horizon: next)
- **Last action:** T-450: Article 16 — honest machines, real doubt, fabricated stats exposed
- **Next step:** See task file
- **Blockers:** None


### T-464: "PR #6: feat: /capture skill + C-002 Exploratory Conversation Guard"
- **Status:** captured (horizon: next)
- **Last action:** T-948: Fix T-464 invalid YAML frontmatter — truncated description to valid YAML
- **Next step:** See task file
- **Blockers:** None


### T-544: "Create TermLink Homebrew tap with GitHub Actions builds"
- **Status:** captured (horizon: next)
- **Last action:** See git log
- **Next step:** See task file
- **Blockers:** None


### T-682: "TermLink product feedback — --working-dir flag for spawn + MCP as default"
- **Status:** captured (horizon: next)
- **Last action:** See git log
- **Next step:** See task file
- **Blockers:** None


### T-801: "fw costs CLI — token usage tracking from JSONL transcripts"
- **Status:** captured (horizon: next)
- **Last action:** T-801: Add fw costs CLI — token usage tracking from JSONL transcripts
- **Next step:** See task file
- **Blockers:** None


### T-802: "Watchtower token dashboard — /costs page with session table and project summary"
- **Status:** captured (horizon: next)
- **Last action:** T-012: Fix curl pipe exit 23 in verification commands (L-002)
- **Next step:** See task file
- **Blockers:** None


### T-803: "Landing page token widget — show current session tokens on Watchtower dashboard"
- **Status:** captured (horizon: next)
- **Last action:** T-012: Fix curl pipe exit 23 in verification commands (L-002)
- **Next step:** See task file
- **Blockers:** None


### T-967: "Session profiles + provider registry for orchestrator readiness (T-962 Phase 4)"
- **Status:** captured (horizon: next)
- **Last action:** T-1109: Inception + pre-investigation — fw upgrade silently skips web/ sync
- **Next step:** See task file
- **Blockers:** None


### Awaiting Human Review (31 tasks)

Agent ACs done. Human ACs pending — see "Awaiting Your Action" below.

- **T-1084**: "Gate bypass discoverability — every block message must name its bypass"
- **T-1092**: "Dispatch payload profiles — research path before architectural commitment"
- **T-1110**: "Collapse framework enums into single source of truth (L-006 structural sweep)"
- **T-1111**: "RCA: empty placeholder sections in inception task files reach human review unnoticed"
- **T-1112**: "RCA: cron registry vs /etc/cron.d/ divergence — pickup-process missing + consumer remediation"
- **T-1115**: "Pre-hook Anthropic built-in Task tool (TaskCreate/TaskUpdate) into framework T-XXX governance"
- **T-1126**: "Codify TermLink communication protocol: inject for interactive, push for async — structural enforcement"
- **T-446**: "Rewrite README: sharp positioning, evidence-first, 5-min demo, honest gradient"
- **T-460**: "Create onboarding task template files for both init modes"
- **T-470**: "Deep-dive article 17: Why Bash, YAML and Files — the anti-enterprise stack"
- **T-481**: "Fix install.sh update path — handle dirty state and macOS filemode"
- **T-505**: "Deep-dive article: Blast Radius — structural impact analysis for agentic engineering"
- **T-511**: "Write governance.yaml — predictability x blast-radius operation class declarations"
- **T-518**: "Fix bash 3.2 compat — replace declare -A with POSIX-safe lookups (macOS)"
- **T-530**: "Port claude-fw --termlink flag from consumer project to upstream"
- **T-594**: "Port loop detector to TypeScript — first real TS hook component"
- **T-612**: "Agent approval pickup — hook/cron scanning Watchtower approval ledger"
- **T-613**: "Update Homebrew tap formula to v1.4.0 + fix consumer project hook errors"
- **T-663**: "Fix framework hooks — replace bare fw with bin/fw in settings.json"
- **T-678**: "vnx-orchestration deep-dive — ingest, build fabric, analyze architecture and patterns"
- **T-706**: "Write KCP deep-dive post — ingestion, evaluation, scoring, decision rationale"
- **T-707**: "Deep-dive: ntfy — Path C ingestion + framework notification enhancement"
- **T-708**: "lib/notify.sh — thin wrapper calling skills-manager alert dispatcher"
- **T-710**: "fw notify CLI — setup, test, enable, disable commands"
- **T-772**: "Cross-project pickup channel — MCP/TermLink-based push for learnings, bugfixes, feature proposals"
- **T-782**: "Deep-dive article: Fabric Explorer — from static DAG to interactive architecture browser"
- **T-799**: "Token cost tracking — count/calculate per-task and project-total token usage and costs"
- **T-800**: "Token efficiency strategies — reduce per-task and per-session cost through context management, output discipline, caching, and dispatch optimization"
- **T-816**: "Null object fallback for hooks — fail-open resilience pattern"
- **T-817**: "3-tier config resolution — env var configuration layer for framework settings"
- **T-880**: "Implement install pipeline auto-remediation — git hooks, identity, baseline, messaging (T-877)"

<!-- horizon: later -->

### T-1065: "Multi-LLM routing — task-aware model selection via TermLink dispatch"
- **Status:** captured (horizon: later)
- **Last action:** T-1065: Version bump to 1.5.92 — model flag + framework integration
- **Next step:** See task file
- **Blockers:** None


### T-1066: "Data plane governance subscriber — post-hoc pattern detection on PTY output"
- **Status:** captured (horizon: later)
- **Last action:** T-1061: Version bump to 1.5.91 — all 5 inception phases executed
- **Next step:** See task file
- **Blockers:** None


### T-1107: "Inception: task-ID collision defense-in-depth — globally unique IDs or URL namespacing"
- **Status:** captured (horizon: later)
- **Last action:** T-012: Session housekeeping — task completions, context state, T-1107 shelved
- **Next step:** See task file
- **Blockers:** None


### T-1124: "Pickup: U-002: Hub-level inbox — store files at hub for delivery when sessions register (from 999-Agentic-Engineering-Framework)"
- **Status:** captured (horizon: later)
- **Last action:** See git log
- **Next step:** See task file
- **Blockers:** None


### T-1127: "Pickup: U-003: send-file reports ok on hub acceptance, not delivery — silent file loss to event-only sessions (from 999-Agentic-Engineering-Framework)"
- **Status:** captured (horizon: later)
- **Last action:** See git log
- **Next step:** See task file
- **Blockers:** None


### T-1130: "Pickup: L-004: TermLink inject vs push — inject for interactive, push for async only (from 999-Agentic-Engineering-Framework)"
- **Status:** captured (horizon: later)
- **Last action:** See git log
- **Next step:** See task file
- **Blockers:** None


### T-1131: "Pickup: L-006: termlink send-file ok:true means hub accepted, NOT delivered — verify receipt independently (from 999-Agentic-Engineering-Framework)"
- **Status:** captured (horizon: later)
- **Last action:** See git log
- **Next step:** See task file
- **Blockers:** None


### T-1132: "Pickup: Completion gate should verify episodic output exists after generation — silent failures cause audit decay (from 010-termlink)"
- **Status:** captured (horizon: later)
- **Last action:** See git log
- **Next step:** See task file
- **Blockers:** None


### T-1133: "Pickup: GNU date -d in framework shell scripts fails silently on macOS — causes episodic generation failures (from 010-termlink)"
- **Status:** captured (horizon: later)
- **Last action:** See git log
- **Next step:** See task file
- **Blockers:** None


### T-1138: "Pickup: Response to dashboard-brain Q1-Q5 consultation — fw bus, cross-project topology, init gaps (from 999-Agentic-Engineering-Framework)"
- **Status:** captured (horizon: later)
- **Last action:** See git log
- **Next step:** See task file
- **Blockers:** None


### T-1140: "Pickup: T-1135 persistent TermLink agent sessions — cross-agent coordination results from framework + termlink project (from 999-Agentic-Engineering-Framework)"
- **Status:** captured (horizon: later)
- **Last action:** T-012: Shelve T-1140 duplicate (self-pickup from P-019)
- **Next step:** See task file
- **Blockers:** None


### T-1244: "Watchtower approvals.py — use shared task cache instead of inline file scanning"
- **Status:** captured (horizon: later)
- **Last action:** See git log
- **Next step:** See task file
- **Blockers:** None


### T-550: "Composition-based adapter pattern — evaluate for agent provider and TermLink backend abstraction"
- **Status:** captured (horizon: later)
- **Last action:** T-550: Inception research — composition adapter pattern (DEFER, no multi-adapter problem)
- **Next step:** See task file
- **Blockers:** None


### T-558: "Build task risk signal detection — PreToolUse gate requiring inception for high-impact builds"
- **Status:** captured (horizon: later)
- **Last action:** T-012: Fix audit C-001 warnings — add artifact references to 4 inception tasks
- **Next step:** See task file
- **Blockers:** None


### T-704: "DAG federation for cross-machine knowledge graphs"
- **Status:** captured (horizon: later)
- **Last action:** T-697: Create follow-up tasks from KCP pattern harvest
- **Next step:** See task file
- **Blockers:** None


### T-705: "KCP integration — knowledge.yaml generation from fabric/context + MCP bridge adoption"
- **Status:** captured (horizon: later)
- **Last action:** T-012: Session housekeeping — complete T-700/T-701/T-705/T-714, generate episodics
- **Next step:** See task file
- **Blockers:** None


### T-844: "SSD evaluation — Simple Self-Distillation for code generation (arxiv 2604.01193)"
- **Status:** captured (horizon: later)
- **Last action:** T-844: SSD paper evaluation — Simple Self-Distillation for code generation (DEFER)
- **Next step:** See task file
- **Blockers:** None


### Awaiting Human Review (2 tasks)

Agent ACs done. Human ACs pending — see "Awaiting Your Action" below.

- **T-436**: "Auto-compact YOLO mode: automatic compact → resume → autonomous proceed"
- **T-448**: "Cron registry v2: web UI controls, registry YAML, LLM docs (Option B)"

## Inception Phases

**38 inception task(s) pending decision** — run `fw inception status` for details.

## Awaiting Your Action (Human)

**25 task(s) with unchecked Human ACs.** These are waiting for you — not for agent cleanup.
Review each when ready. No urgency implied.

- **T-1123**: Pickup: Approvals page shows inception tasks without recommendations — creates noise, missing Go/No-Go criteria display (from 010-termlink) (1 unchecked)
  - e.g.: [REVIEW] Review exploration findings and approve go/no-go de
- **T-1200**: RCA: Watchtower inception-decide writes duplicate decision blocks — double ## Decision sections (1 unchecked)
  - e.g.: [REVIEW] Review exploration findings and approve go/no-go de
- **T-1213**: RCA: Inception decision cards on /approvals show bare radio buttons — no recommendation, no rationale, no context for human decision (1 unchecked)
  - e.g.: [REVIEW] Review exploration findings and approve go/no-go de
- **T-1214**: Fix inception approvals card — show fallback context when recommendation missing (T-1213 GO) (1 unchecked)
  - e.g.: [REVIEW] Inception cards on /approvals show useful context f
- **T-1240**: Fix Watchtower tasks page string sort — T-1000+ tasks hidden between T-1xx (1 unchecked)
  - e.g.: [RUBBER-STAMP] Tasks page shows T-1000+ tasks at bottom when
- **T-1241**: Fix Watchtower /cron page — last 5 files too narrow, infrequent jobs always show no data (1 unchecked)
  - e.g.: [RUBBER-STAMP] /cron page shows last-run data for all 11 job
- **T-446**: Rewrite README: sharp positioning, evidence-first, 5-min demo, honest gradient (1 unchecked)
  - e.g.: [REVIEW] Positioning reads as "governance layer" not "assist
- **T-448**: Cron registry v2: web UI controls, registry YAML, LLM docs (Option B) (2 unchecked)
  - e.g.: [REVIEW] Cron controls work correctly and feel safe
- **T-460**: Create onboarding task template files for both init modes (1 unchecked)
  - e.g.: [REVIEW] Onboarding task content is useful for new framework
- **T-470**: Deep-dive article 17: Why Bash, YAML and Files — the anti-enterprise stack (1 unchecked)
  - e.g.: [REVIEW] Voice and tone match Dimitri's writing style
- **T-481**: Fix install.sh update path — handle dirty state and macOS filemode (1 unchecked)
  - e.g.: [RUBBER-STAMP] Run installer twice on macOS — second run suc
- **T-505**: Deep-dive article: Blast Radius — structural impact analysis for agentic engineering (1 unchecked)
  - e.g.: [REVIEW] Voice/tone matches writing style
- **T-511**: Write governance.yaml — predictability x blast-radius operation class declarations (1 unchecked)
  - e.g.: [REVIEW] Operation classes accurately reflect governance mod
- **T-518**: Fix bash 3.2 compat — replace declare -A with POSIX-safe lookups (macOS) (1 unchecked)
  - e.g.: [RUBBER-STAMP] Verify on macOS bash 3.2
- **T-530**: Port claude-fw --termlink flag from consumer project to upstream (1 unchecked)
  - e.g.: [REVIEW] Run `claude-fw --termlink` and verify remote attach
- **T-594**: Port loop detector to TypeScript — first real TS hook component (1 unchecked)
  - e.g.: [RUBBER-STAMP] Verify loop detection fires by repeating the 
- **T-612**: Agent approval pickup — hook/cron scanning Watchtower approval ledger (1 unchecked)
  - e.g.: [RUBBER-STAMP] End-to-end flow works: agent blocked → approv
- **T-613**: Update Homebrew tap formula to v1.4.0 + fix consumer project hook errors (1 unchecked)
  - e.g.: [RUBBER-STAMP] Verify brew upgrade works on macOS
- **T-663**: Fix framework hooks — replace bare fw with bin/fw in settings.json (1 unchecked)
  - e.g.: [RUBBER-STAMP] Start a fresh Claude Code session and verify 
- **T-706**: Write KCP deep-dive post — ingestion, evaluation, scoring, decision rationale (1 unchecked)
  - e.g.: [REVIEW] Voice and tone match writing style
- **T-708**: lib/notify.sh — thin wrapper calling skills-manager alert dispatcher (1 unchecked)
  - e.g.: [RUBBER-STAMP] Receive test notification on phone
- **T-710**: fw notify CLI — setup, test, enable, disable commands (1 unchecked)
  - e.g.: [RUBBER-STAMP] Receive test notification on phone
- **T-782**: Deep-dive article: Fabric Explorer — from static DAG to interactive architecture browser (1 unchecked)
  - e.g.: [REVIEW] Voice and tone match writing style
- **T-837**: Auto-detect context window from model — eliminate hardcoded CONTEXT_WINDOW default (1 unchecked)
  - e.g.: [REVIEW] Review exploration findings and approve go/no-go de
- **T-880**: Implement install pipeline auto-remediation — git hooks, identity, baseline, messaging (T-877) (1 unchecked)
  - e.g.: [RUBBER-STAMP] Run installer on a test directory and verify 
## Gaps Register

**9 concern(s) being watched** — see `.context/project/concerns.yaml`

- **G-004** [low]: Multi-agent collaboration untested
- **G-011** [low]: PostToolUse hooks are advisory-only — cannot block actions
- **G-015** [medium]: Sub-agent results bypass task governance — no structural linking
- **G-017** [medium]: Execution gates do not cover proposal/suggestion layer
- **G-019** [high]: Agent treats symptom-level fixes as complete — no self-escalation to systemic root cause
- **R-018** [medium]: Invalid YAML data disappears without error
- **R-024** [medium]: UI silently drops data on parse errors
- **R-036** [medium]: Multi-agent coordination untested
- **R-037** [low]: Project boundary hook scans bash command text literally — false positives on string literals

Run `fw audit` to check if any trigger conditions are met.

## Decisions Made This Session

None

## Things Tried That Failed

None

## Open Questions / Blockers

None

## Token Usage

- **Total:** 1.1B tokens
- **Turns:** 7005
- **Cache read:** 1.1B

Run `fw costs current` for detailed breakdown.

## Gotchas / Warnings for Next Session

See gaps register above.

## Suggested First Action

Continue T-1145: "Pickup: P-010: RCA on recurring assumption fabrication/retraction/correction-of-retraction cycle — 4 proposed structural remediations (R1 provenance schema, R2 negative-claim TTL, R3 post-compact quarantine, R4 cross-section consistency) (from ring20-dashboard)"

## Files Changed This Session

 agents/git/lib/hooks.sh                            |   6 +-
 docs/reports/T-1251-bugfix-learning-rca.md         | 103 ++++++++++++++
 docs/reports/T-1252-bugfix-detection-quality.md    | 115 +++++++++++++++
 docs/reports/T-1253-pre-push-version-stamping.md   | 157 +++++++++++++++++++++
 20 files changed, 971 insertions(+), 331 deletions(-)

## Recent Commits

- c36c7685 T-012: Enrich lib/ts/src/loop-detect.ts fabric card
- cb25b204 T-1251, T-1252: Complete inception spikes with GO recommendations
- 1725d386 T-1253: Inception complete — GO recommendation for auto-detect version scheme
- 1a625546 T-1251, T-1252, T-1253: Create bugfix + pre-push inception tasks
- 96cd1080 T-1250: Fix commit-msg hook YAML shrinkage guard — grep -c arithmetic bug

---

## Handover Quality Feedback (for next session to complete)

- Did this handover help? [ ]
- What was missing?
- What was unnecessary?
