System Review Skill

---
name: system-review-d3953a59d426
description: |
  Run a system review to check project health.
  Use when issues drop below 5, an EPIC closes, or 7+ days since last review.
  Triggers on "system review", "project health", "review system".
allowed-tools: Read, Edit, Write, Bash, Grep, Glob, Task, WebSearch
---

# System Review Skill

## Trigger Conditions

Run when ANY occur:

- Open GitHub issues drop below 5
- An EPIC issue is closed (label: `epic`)
- 7 days since last review
- Manual request

## Review Checklist

### Phase 1: Registry Reconciliation

```bash
# Count techniques by status
grep -c "status: implemented" docs/research/registry/techniques.yaml
grep -c "status: planned" docs/research/registry/techniques.yaml

# Verify RESEARCH_INDEX.md matches actual counts
# Check integration_files exist for implemented techniques
```

### Phase 2: Documentation Sync

- [ ] ARCHITECTURE.md reflects current phase status
- [ ] README.md lists current capabilities accurately
- [ ] CHANGELOG.md has entries for shipped features
- [ ] ALIGNMENT_ROADMAP.md phase status is current

### Phase 3: Issue Health

```bash
gh issue list --state open --limit 50
```

- [ ] No orphaned issues (referenced but not in GitHub)
- [ ] No stale issues (no activity > 30 days without `wontfix` label)
- [ ] Labels are accurate and consistent

### Phase 4: Generate Report

Create GitHub issue titled "System Review: YYYY-MM-DD" with findings and action items.

```bash
TZ='America/New_York' date '+%Y-%m-%d'
gh issue create --title "System Review: $(TZ='America/New_York' date '+%Y-%m-%d')" \
  --label "maintenance" --body "## Findings\n\n[report here]"
```

## Anti-rationalization — System review

| Excuse                                             | Counter                                                                                                                                |
| -------------------------------------------------- | -------------------------------------------------------------------------------------------------------------------------------------- |
| "Skip the review, I just looked at this last week" | A week is enough for new alerts, dep advisories, and CI flakes. Run all phases.                                                        |
| "No new issues, the review is wasted time"         | The review's value isn't in finding new issues — it's in confirming the system isn't drifting silently. Empty reviews are good signal. |
| "I'll skip Phase X, it's never useful"             | If a phase is never useful, file an issue to remove it. Don't silently skip — the next reviewer will skip a different phase.           |

## Red flags

- Phase X "passed" with no evidence captured (dates, alert counts, CI status)
- Stale-issue review missed an issue >90 days old
- New CodeQL alert appeared but not triaged in the review
- Review issue created but never closed (review work lingers)

## Verification checklist

- [ ] Each phase ran; outcome recorded in the review issue
- [ ] Stale-issue check covered all open issues > 90 days
- [ ] CodeQL/Scorecard/dependabot alert counts captured
- [ ] CI health check (last 5 runs on main green)
- [ ] Review issue closed with summary