---
session_id: S-2026-0222-1119
timestamp: 2026-02-22T10:19:47Z
predecessor: S-2026-0222-1116
tasks_active: [T-244, T-245, T-246, T-247, T-248, T-249]
tasks_touched: [T-248, T-244, T-249, T-246, T-247, T-245, T-234, T-238, T-200, T-230, T-232, T-242, T-237, T-243, T-239, T-233, T-227, T-220, T-235, T-236, T-229, T-231, T-240, T-241, T-228]
tasks_completed: []
uncommitted_changes: 10
owner: claude-code
session_narrative: ""
---

# Session Handover: S-2026-0222-1119

## Where We Are

Framework is stable. This handover was generated to unblock the sprechloop project's pre-push audit (D8 check). No framework work was done this session. Six backlog tasks captured for future implementation: fabric awareness (T-244), embeddings (T-245), project memory read-path (T-246), dispatch context (T-247), remaining discoveries (T-248), and D5 refinement (T-249).

## Work in Progress

<!-- horizon: later -->

### T-244: "Pre-edit fabric awareness — advisory dependency check on Write/Edit"
- **Status:** captured (horizon: later)
- **Last action:** Task created; no work started
- **Next step:** Implement PreToolUse advisory to show dependent count when editing fabric components
- **Blockers:** None
- **Insight:** Closes pre-edit gap for agent awareness before file modifications

### T-245: "sqlite-vec embedding layer — semantic search for project knowledge"
- **Status:** captured (horizon: later)
- **Last action:** Task created; no work started
- **Next step:** Add sqlite-vec vector database for semantic search across episodic memory (foundation for T-246)
- **Blockers:** None
- **Insight:** Embeddings add 30-40% query coverage beyond BM25 keyword search; handles terminology fragmentation

### T-246: "Project memory read-path — query learnings/patterns/decisions at task start"
- **Status:** captured (horizon: later)
- **Last action:** Task created; no work started
- **Next step:** Query project memory when setting focus or creating tasks; inject relevant learnings/patterns/decisions
- **Blockers:** Depends on T-245 (sqlite-vec) or can use Tantivy BM25 as interim approach
- **Insight:** Framework writes 58 learnings + 14 patterns + 30+ decisions but never consults them; read-path closure enables knowledge reuse

### T-247: "Dispatch fabric context + auto-registration — close agent blind spots"
- **Status:** captured (horizon: later)
- **Last action:** Task created; no work started
- **Next step:** Update dispatch preamble with fabric awareness guidance; add auto-registration in post-commit hook
- **Blockers:** None
- **Insight:** Two gaps: dispatch has zero fabric references and new files not auto-registered; closes cross-agent awareness blind spots

### T-248: "Implement remaining discovery jobs D6 D9 D10 D11 D12"
- **Status:** captured (horizon: later)
- **Last action:** Task created; no work started
- **Next step:** Implement 5 remaining discoveries from T-200; D10 (decision-without-dialogue) highest priority
- **Blockers:** None
- **Insight:** D10 pattern detector (T-151 logic) highest-value discovery; remaining 5 complete discovery layer implementation

### T-249: "Refine D5 lifecycle anomaly detection to reduce false positive rate"
- **Status:** captured (horizon: later)
- **Last action:** Task created; no work started
- **Next step:** Reduce D5 false positive rate below 20% GO criterion by filtering workflow_type or owner patterns
- **Blockers:** None
- **Insight:** D5 flags legitimate human admin tasks at ~50% FP rate; refinement needed before declaring discovery complete

## Gaps Register

**2 spec-reality gap(s) being watched** — see `.context/project/gaps.yaml`

- **G-004** [low]: Multi-agent collaboration untested
- **G-011** [low]: PostToolUse hooks are advisory-only — cannot block actions

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

## Decisions Made This Session

None this session. All six backlog tasks captured without implementation decisions.

## Things Tried That Failed

None this session.

## Open Questions / Blockers

None this session. All tasks have clear scope and no blocking dependencies.

## Gotchas / Warnings for Next Session

- All six tasks have horizon: later — they are backlog, not ready for immediate work
- T-245 and T-246 are sequentially dependent (embeddings layer needed before project memory read-path)
- T-244 and T-247 depend on understanding fabric component registration (review T-235 research report first)

## Suggested First Action

No action needed this session. Framework is unblocked and all six backlog tasks are captured. Next session can begin implementing when priority shifts to these areas.

## Files Changed This Session

- Created: .tasks/active/T-244.md, T-245.md, T-246.md, T-247.md, T-248.md, T-249.md
- Modified: .context/audits/2026-02-22.yaml, .context/project/metrics-history.yaml, .context/handovers/LATEST.md, .context/handovers/S-2026-0222-1119.md

## Recent Commits

- 6e4d289 T-012: Session handover S-2026-0222-1116
- b63fdf3 T-012: Fill handover S-2026-0222-1107 TODOs
- 7c0ae29 T-012: Session handover S-2026-0222-1107
- fce5ed7 T-200: Close inception — discovery layer design complete
- 0cefa5a T-200: Address 5 critical review findings before closure

---

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

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