---
session_id: S-2026-0223-2141
timestamp: 2026-02-23T20:41:12Z
predecessor: S-2026-0222-1708
tasks_active: [T-245, T-255, T-256, T-257, T-258, T-259]
tasks_touched: [T-257, T-258, T-255, T-256, T-259, T-253, T-048, T-254]
tasks_completed: []
uncommitted_changes: 5
owner: claude-code
session_narrative: ""
---

# Session Handover: S-2026-0223-2141

## Where We Are

Session worked on: T-254 (Create 5 build tasks (T-255..T-259) for LLM Q&A implementati); T-254 (Research findings — ollama API, RAG architecture, UX design,); T-254 (Research artifact + inception task for LLM Q&A). Plus 2 more commit(s).

## Work in Progress

<!-- horizon: now -->

### T-255: "RAG retrieval wrapper — rag_retrieve() in embeddings.py"
- **Status:** started-work (horizon: now)
- **Last action:** See git log
- **Next step:** See task file
- **Blockers:** None
### T-256: "Ask endpoint — /search/ask with ollama SSE streaming"
- **Status:** captured (horizon: now)
- **Last action:** See git log
- **Next step:** See task file
- **Blockers:** None
### T-257: "Frontend — Ask Q&A section with htmx SSE streaming"
- **Status:** captured (horizon: now)
- **Last action:** See git log
- **Next step:** See task file
- **Blockers:** None
### T-258: "Model management — pre-load and fallback logic"
- **Status:** captured (horizon: now)
- **Last action:** See git log
- **Next step:** See task file
- **Blockers:** None
### T-259: "htmx 2.0+ upgrade and SSE extension"
- **Status:** captured (horizon: now)
- **Last action:** See git log
- **Next step:** See task file
- **Blockers:** None
<!-- horizon: later -->

### T-245: "sqlite-vec embedding layer — semantic search for project knowledge"
- **Status:** work-completed (horizon: later)
- **Last action:** See git log
- **Next step:** See task file
- **Blockers:** None
## 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

1. **[Decision]**
   - Why: [rationale]
   - Alternatives rejected: [what else was considered]

## Things Tried That Failed

1. **[Approach]** — [why it didn't work]

## Open Questions / Blockers

1. [Question or blocker]

## Gotchas / Warnings for Next Session

- [Gotcha]

## Suggested First Action

See active tasks

## Files Changed This Session

See Recent Commits below

- Created:
- Modified:

## Recent Commits

- 35ad2ac T-254: Create 5 build tasks (T-255..T-259) for LLM Q&A implementation
- 9faa323 T-254: Research findings — ollama API, RAG architecture, UX design, performance
- f32ee8d T-254: Research artifact + inception task for LLM Q&A
- 27086c4 T-253: Make search results browsable with clickable links
- eee9b75 T-012: Context state + T-252 completion artifacts

---

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

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