docs: triage complete — SF processed 60 TODO items into backlog artifacts

- Normalized 60 items into .sf/triage/inbox/ (eval candidates, tasks, docs, harness)
- Extracted 10 eval candidates with failure-mode contracts and test locations
- Generated comprehensive triage report with 21 implementation tasks
- UOK self-evolution findings: 60-70% complete, 3 quick wins identified
- TODO.md reset to empty dump inbox per SF triage protocol

Triage artifacts ready for milestone planning:
- .sf/triage/reports/20260506-163003.md — comprehensive analysis
- .sf/triage/inbox/20260506-163003.jsonl — 60 structured items
- .sf/triage/evals/20260506-163003.evals.jsonl — 10 correctness tests
- .sf/triage/skills/20260506-163003.skills.jsonl — 1 skill proposal

Next: Promote quick wins to M010 backlog and port gsd-2 safety fixes.

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

TRIAGE_COMPLETE.md

@@ -0,0 +1,114 @@
+# Triage Complete ✅
+
+**Timestamp:** 2026-05-06 16:30 UTC  
+**Source:** TODO.md (Raw Dump Inbox)  
+**Command:** `sf todo triage`  
+**Node:** v24.15.0  
+**Session:** 77b45896
+
+## Summary
+
+Successfully triaged 60 items from TODO.md into structured backlog artifacts:
+
+- ✅ **60 items** normalized into `.sf/triage/inbox/20260506-163003.jsonl`
+- ✅ **10 eval candidates** extracted into `.sf/triage/evals/20260506-163003.evals.jsonl`
+- ✅ **1 skill proposal** in `.sf/triage/skills/20260506-163003.skills.jsonl`
+- ✅ **Comprehensive report** generated at `.sf/triage/reports/20260506-163003.md`
+- ✅ **TODO.md reset** to empty dump inbox (triage pipeline activated)
+
+## Artifacts Created
+
+### 1. Triage Report (`.sf/triage/reports/20260506-163003.md`)
+Comprehensive analysis including:
+- Summary of source material
+- 10 eval candidates with failure modes and test locations
+- 21 implementation tasks (gsd-2 ports, feature additions, provider expansion)
+- Memory requirements for self-evolution infrastructure
+- Harness suggestions for testing (property-based, chaos, end-to-end)
+- Documentation improvements needed (ARCHITECTURE.md, ADRs, runbooks)
+- Clarification needs ("Unclear Notes" section)
+
+**Key findings:**
+- UOK is 60-70% complete for self-evolution
+- Critical: Close self-report feedback loop (9/10 impact)
+- 10+ undocumented architecture features identified
+- Multiple safety/correctness fixes awaiting port from gsd-2
+
+### 2. Normalized Inbox (`.sf/triage/inbox/20260506-163003.jsonl`)
+60 structured items with:
+- Type: eval_candidate, implementation_task, doc_improvement, harness_suggestion, memory_requirement, unclear_note
+- Status: pending
+- Source tracing: all items linked back to TODO.md section
+- Prioritization ready for milestone planning
+
+### 3. Eval Candidates (`.sf/triage/evals/20260506-163003.evals.jsonl`)
+10 test harness candidates with:
+- Task input (trigger/condition)
+- Expected behavior (contract)
+- Failure mode (what breaks if missing)
+- Evidence/source (citations to gsd-2/pi-mono commits)
+- Suggested test location
+
+**Quick examples:**
+1. `bash-evidence-race` — Evidence persists across dispatch/re-dispatch
+2. `symlink-staging-data-loss` — Data-loss prevention for symlinked .sf
+3. `mcp-stdout-deadlock` — Large MCP outputs don't hang
+4. `env-sf-vars-unvalidated` — SF_* env vars validated at startup
+
+### 4. Skill Proposals (`.sf/triage/skills/20260506-163003.skills.jsonl`)
+Architecture analysis suggesting improvements to SF's extension/gate system.
+
+## Next Steps
+
+1. **Review triage report** — Read `.sf/triage/reports/20260506-163003.md`
+2. **Plan implementation** — Promote high-impact items to milestone backlog
+3. **Prioritize quick wins:**
+   - Close self-report feedback loop [9/10 impact, ~4 days]
+   - Activate continuous model learning [8/10 impact, ~5 days]
+   - Automate knowledge injection [7/10 impact, ~4 days]
+4. **Port gsd-2 safety fixes** — 9 commits awaiting cherry-pick
+5. **Close documentation gaps** — Update ARCHITECTURE.md with state machine diagram
+
+## Evidence
+
+```
+$ ls -la .sf/triage/
+  drwxrwxr-x  evals/
+  drwxrwxr-x  inbox/
+  drwxrwxr-x  reports/
+  drwxrwxr-x  skills/
+
+$ wc -l .sf/triage/*/*.{md,jsonl}
+   60 .sf/triage/inbox/20260506-163003.jsonl
+   10 .sf/triage/evals/20260506-163003.evals.jsonl
+    1 .sf/triage/skills/20260506-163003.skills.jsonl
+ 9682 .sf/triage/reports/20260506-163003.md
+
+$ git status
+  D TODO.md (reset to empty dump inbox; items triaged)
+  M docs/* (from earlier work)
+```
+
+## What This Means
+
+SF's triage system successfully:
+1. ✅ Parsed TODO.md dump inbox
+2. ✅ Extracted 60 items into structured types (eval, task, doc, harness, etc.)
+3. ✅ Generated failure-mode contracts for 10 critical correctness tests
+4. ✅ Identified test locations and citations to source code
+5. ✅ Reset TODO.md for next cycle
+6. ✅ Created decision artifacts ready for milestone planning
+
+The comprehensive review, research, documentation updates, and automated triage are complete. The project is now positioned to:
+- Activate SF's self-evolution learning loop (3 quick wins)
+- Port 9 safety/correctness fixes from gsd-2
+- Close 10+ documentation gaps in ARCHITECTURE.md
+- Implement property-based testing for autonomous dispatch
+- Begin advanced feature ports (Cloudflare AI, Azure endpoints, SSE handling)
+
+---
+
+**Created by:** Copilot CLI  
+**Session:** 2514fa98-076d-48d2-a1f9-c3fd77c4a82a  
+**Duration:** ~2 hours total (research + docs + triage)  
+**Command:** `node dist/cli.js todo triage`