Closed-loop execute (V-model right arm)

SkillProductivity

Run one task through the V-model verification loop: CP-2 plan → CP-3 build → CP-3v component verify → CP-4 integration verify (full lane) → CP-5 acceptance. The worker never grades its own homework; evidence rows trace back to AC-n. Opt-in: invoke with /closed-loop or by asking for the closed loop, proper verification, or an evidence trail. Ordinary work does not run this.

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 Closed-loop execute (V-model right arm) skill

What this skill tells your AI

The instructions your AI receives, as published by huytieu/cog-second-brain in skills/closed-loop/SKILL.md and read by ahel’s review.

Mechanical verification pipeline. Every verify step emits evidence rows tied to acceptance criterion IDs (AC-n).

When to use

The harness is opt-in. Run it when:

  • Invoked as /closed-loop <task> or /closed-loop <spec-path>.
  • The user asks for the closed loop, proper verification, or an evidence trail.
  • verification_harness: on in 00-inbox/MY-PROFILE.md and this is a build task.
  • Another skill that declares a normal+ lane reaches its verify step.

Do not run it on a request that did not ask for it. Notes, briefs, research, drafts, and ordinary edits are not harness runs, and a checkpoint ledger on those is pure overhead.

Phase 0 — Lane + run folder

bash .claude/lib/lane-classify.sh explain "<task>"
bash .claude/lib/checkpoint.sh init 04-projects/harness/runs/<YYYY-MM-DD-HHmm>
LaneCheckpoints
tinyCP-3 → CP-5 (if mutating)
normalCP-1 → CP-2 → CP-3 → CP-3v → CP-5
full+ CP-4 + claim-verifier + CP-6
bugroot-cause ledger (CP-0) before CP-3

Record: checkpoint.sh record <run-dir> CP-0 PASS|SKIP "<lane>"

Phase 1 — CP-1 Spec (acceptance criteria)

If spec exists, use its ## Acceptance criteria + traceability matrix. Else write:

04-projects/harness/runs/<id>/criteria.md using references/spec-template.md (criteria + matrix sections only).

Each criterion: falsifiable + AC-n ID + verify method.

Record: checkpoint.sh record <run-dir> CP-1 PASS "N criteria"

Phase 2 — CP-2 Plan

Map tasks → AC IDs in evidence/CP-2-plan.md. Update matrix status to pending.

Record: checkpoint.sh record <run-dir> CP-2 PASS

Phase 3 — CP-3 Build

Worker implements. Returns deliverable path only.

Phase 4 — CP-3v Component verify

retry=0
loop:
  spawn task-verifier (fresh context, read-only)
  merge EVIDENCE rows into evidence/ledger.md
  if PASS → break
  if FAIL:escalate → record CP-3v FAIL, escalate
  if FAIL:fixable && retry < 2 → fix-agent → retry++
  else → escalate

Copy verifier EVIDENCE rows into evidence/CP-3v-component.md.

Record: checkpoint.sh record <run-dir> CP-3v PASS|FAIL

Phase 5 — CP-4 Integration verify (full or multi-task)

Spawn integration-verifier (read-only). Append rows to ledger.

Skip for single-task normal.

Record: checkpoint.sh record <run-dir> CP-4 PASS|SKIP

Phase 6 — CP-5 Acceptance (post-condition)

For each mutation, observe artifact (curl, screenshot, re-fetch). Emit:

EVIDENCE AC-n | CP-5 | PASS | <observation> | <artifact>

UI/UX flow changes: the post-condition is visual. Screenshot every meaningful state with whatever browser tooling the environment has, then read the image and confirm no overflow, misalignment, clipping, wrong color, or broken responsive layout before PASS. The Observation must describe what you saw; the artifact is the screenshot/GIF in evidence/. Fix any visual defect and re-capture. See CLAUDE.md → Visual Verification.

Write evidence/CP-5-acceptance.md. Traceability closure: every AC in matrix has ≥1 PASS row in ledger.

Record: checkpoint.sh record <run-dir> CP-5 PASS|FAIL

Phase 7 — Record + handoff

  • Append to .claude/logs/loop-ledger.tsv
  • Update spec traceability matrix statuses to verified
  • full lane / big task: generate an HTML rollup from references/report-template.html04-projects/harness/runs/<id>/report.html, filled from criteria.md + evidence/ledger.md (criteria, AC traceability, verifier verdicts, post-condition observations). Self-contained; SendUserFile it or publish as an Artifact. Skip for normal/tiny.
  • Suggest /retro <run-dir> for CP-7

Integration

SkillLaneCP-4
ultragoalfull per phase (never downgraded)integration-verifier + north-star acceptance
team-brieffullclaim-verifier
comprehensive-analysis, auto-researchfullclaim-verifier on cited claims
content-factorynormalskip
review-cockpitnormalskip; CP-6 is the user's approval per card

Escalation template

ESCALATED — <task>
Lane: <lane> | Last CP: <CP-n>
Evidence bundle: 04-projects/harness/runs/<id>/evidence/
Open AC IDs: <list without PASS rows>
Decision needed: <one question>

Signals

GitHub stars
1k
Forks
133
Last commit
Aug 2026
Advanced
Catalog kind
skill
Gateway key
closed-loop
Source
github.com/huytieu/cog-second-brain