/retro — CP-7 close the V

SkillAI & models

CP-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.

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 /ultragoal phase (one retro per phase)
  • Manual: /retro <run-dir or spec path>

Phase 1 — Gather evidence bundle

Read:

  1. Spec or card description + acceptance criteria
  2. 04-projects/harness/runs/<id>/evidence/ (ledger, checkpoints.tsv, CP-* files)
  3. .claude/logs/loop-ledger.tsv (last rows for this run)
  4. 04-projects/<goal>/STATUS.md if an ultragoal phase

Phase 2 — Checkpoint audit

For each CP the lane required, mark Expected vs Actual vs Gap:

CPtinynormalfull
CP-1 specskiprequiredrequired
CP-3v componentskiprequiredrequired
CP-4 integrationskipskiprequired if multi-task
CP-5 acceptanceif mutaterequiredrequired
CP-6 shipif externalif externalrequired

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

  1. Harvest: append action items + lessons to today's harvest staging
  2. Backlog: add AI-n rows to 04-projects/harness/BACKLOG.md if harness work
  3. STATUS.md: if an ultragoal phase, advance the phase state + log open AC-n
  4. Spec checkpoint log: update spec ## Checkpoint log CP-7 row
  5. 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

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Last commit
Aug 2026
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Advanced
Catalog kind
skill
Gateway key
retro-huytieu
Source
github.com/huytieu/cog-second-brain