/retro — CP-7 close the V
SkillAI & modelsCP-7 retrospective: audit checkpoints, evidence quality, action items, and harvest candidates. Closes the V-model cycle and feeds the next run. Use via /retro after ship, escalate, or significant session.
Available today. Use it from your connected AI after setup.
No other account needed.
Connect ahel once, and every AI you use reads what you have installed.
Then ask your AI: use the /retro — CP-7 close the V skill
What this skill tells your AI
The instructions your AI receives, as published by huytieu/cog-second-brain in skills/retro/SKILL.md and read by ahel’s review.
Every non-tiny shipped or escalated run gets a retro. Retro is advisory but strongly expected: it is how the harness improves.
When to run
- After CP-6 ship (approved publish, merged PR, vault deliverable done)
- After escalate (capture why verifier failed)
- End of an
/ultragoalphase (one retro per phase) - Manual:
/retro <run-dir or spec path>
Phase 1 — Gather evidence bundle
Read:
- Spec or card description + acceptance criteria
04-projects/harness/runs/<id>/evidence/(ledger, checkpoints.tsv, CP-* files).claude/logs/loop-ledger.tsv(last rows for this run)04-projects/<goal>/STATUS.mdif an ultragoal phase
Phase 2 — Checkpoint audit
For each CP the lane required, mark Expected vs Actual vs Gap:
| CP | tiny | normal | full |
|---|---|---|---|
| CP-1 spec | skip | required | required |
| CP-3v component | skip | required | required |
| CP-4 integration | skip | skip | required if multi-task |
| CP-5 acceptance | if mutate | required | required |
| CP-6 ship | if external | if external | required |
Phase 3 — Evidence quality pass
Ask:
- Any AC-n shipped without a PASS evidence row? (traceability violation)
- Any PASS row where observation is tool-return not artifact? (confident-but-unchecked)
- Any criterion that wasn't falsifiable? (fix in next spec)
Phase 4 — Write retro
Copy references/retro-template.md to:
04-projects/harness/retro/YYYY-MM-DD-<slug>.md
Fill all sections. Action items get IDs (AI-01…).
Phase 5 — Feed forward
- Harvest: append action items + lessons to today's harvest staging
- Backlog: add
AI-nrows to04-projects/harness/BACKLOG.mdif harness work - STATUS.md: if an ultragoal phase, advance the phase state + log open
AC-n - Spec checkpoint log: update spec
## Checkpoint logCP-7 row - Record:
bash .claude/lib/checkpoint.sh record <run-dir> CP-7 PASS "retro: <path>"
Output to the user
TL;DR: outcome, top lesson, top action item, retro path.
Signals
- GitHub stars
- 1k
- Forks
- 133
- Last commit
- Aug 2026
- Hacker News mentions
- 20
Advanced
- Catalog kind
- skill
- Gateway key
retro-huytieu- Source
- github.com/huytieu/cog-second-brain