agent-loops

Files (13)

• SKILL.md
• justfile
• audit-prompt.md · references/
• audit-workflow.md · references/
• diff-audit-prompt.md · references/
• perspective-catalog.md · references/
• review-prompt.md · references/
• testing-standards.md · references/
• diff-test-audit.sh · scripts/
• review-provider.sh · scripts/
• specialist-review.sh · scripts/
• synthesize-review-artifacts.py · scripts/
• validate-review-contract.py · scripts/

SKILL.md (first lines)

# Agent Workflow Loops

This skill defines the operational loops that implementer agents follow when making
code changes and writing tests. Each loop has explicit entry criteria, exit criteria,
and escalation rules. If you are an agent, follow these loops exactly.

**You do not review your own work.** All reviews are performed by an independent
reviewer. Prefer Claude via the bundled scripts. If Claude is unavailable, use a
different model before asking your own model family to review. Same-model shell-outs
are the last resort. You never grade your own homework.

**Bundled references:**
- `references/testing-standards.md` — Test quality standards (how to write tests)
- `references/audit-workflow.md` — Test gap discovery (how to find what's missing)
- `references/perspective-catalog.md` — Review perspective selection (used by primary and fallback code review)
- `references/review-prompt.md` — Code review prompt template for fallback reviewers
- `references/audit-prompt.md` — Test audit prompt template for module-scope (full-contract) audits
- `references/diff-audit-prompt.md` — Test audit prompt template for diff-scope (per-commit) audits; used by `diff-test-audit.sh` when `--git` is active

**Bundled scripts:**
- `$SKILL_DIR/scripts/specialist-review.sh` — Provider-aware Claude/Gemini/Codex CLI path for code review
- `$SKILL_DIR/scripts/diff-test-audit.sh` — Provider-aware Claude/Gemini/Codex CLI path for test audit

### Locate Scripts

The bundled scripts live inside the installed skill directory, not the project tree.
Before invoking any script, resolve `SKILL_DIR` so paths work regardless of install scope:

```bash
SKILL_DIR="$(ls -d ~/.codex/skills/agent-loops 2>/dev/null || ls -d .codex/skills/agent-loops 2>/dev/null)"
```

All script invocations below use `"$SKILL_DIR/scripts/..."`. Run the snippet above once
at the start of your session and reuse the variable.

---

## Architecture: Who Does What

| Role | Agent | How |
|------|-------|-----|
| **Implementer** | Codex or Gemini | Writes code changes and test code |
| **Code Reviewer** | Claude preferred; non-self scripted fallback next; same-model provider last; fresh-context Codex final fallback | `specialist-review` keeps same-model shell-outs last; fallback reviewer uses bundled prompts and produces a review artifact |
| **Test Auditor** | Claude preferred; non-self scripted fallback next; same-model provider last; fresh-context Codex final fallback | `diff-test-audit` keeps same-model shell-outs last; fallback auditor uses bundled prompts and produces an audit artifact |
| **Remediator** | Codex or Gemini | Fixes findings from the independent review/audit artifact |

**Critical rule:** Codex and Gemini NEVER self-review unless every independent
provider path has already failed. Every review step must be performed by an
independent reviewer using this selection order:
1. Bundled script with automatic Claude-first, self-last provider selection
2. A fresh-context Codex reviewer that did not implement the change

If neither path is available, stop and escalate to the user.

## Why Shell-Based Review (Even for Claude)

The bundled scripts aren't a Codex/Gemini accommodation — they exist to enable
**cross-model independent review**, which every agent benefits from. The
provider rotation explicitly keeps the current agent's own model family last,
so a Claude agent invoking `specialist-review.sh` gets its review from Gemini
or Codex first, not another Claude instance.

Two kinds of reviewer independence are in play:

- **Cross-model independence** (shell scripts): reviewer is a *different model
  family* with different training data and alignment. Catches blind spots
  inherent to the current model. Requires shelling out to a different provider.
- **Fresh-context independence** (sub-agents): reviewer is the *same model
  family* but with no prior context. Catches local anchoring bias. Cheap to
  obtain via Task-tool sub-agents in Claude Code.

Agent-loops uses the first mechanism as its baseline because cross-model is a
stronger guarantee than fresh-context alone. Claude-native sub-agent flows
(like `multi-specialist-review`) add within-model multi-perspective diversity
on top of the shell-based baseline when warranted — they don't replace it.

## Reviewer Selection Order

When a review or audit is required, use this exact fallback chain:

1. **Bundled script first.** Let the bundled script try Claude, then another model
   family, and keep the current model family last. The script validates the artifact
   contract before accepting the generated artifact.
2. **Fresh-context Codex next.** Spawn a reviewer agent with fresh context. That
   agent must:
   - not have authored or edited the implementation under review
   - receive only the task spec, relevant diff/module/tests, and the bundled references
   - act only as reviewer/auditor, not as implementer
   - write its result to a markdown artifact under `.cortex/reviews/`
3. **Escalate** if no independent reviewer is available.

Treat fallback artifacts exactly like script-generated `REVIEW_FILE` or
`REPORT_FILE` outputs in the loops below. Call out fallback usage in the handoff so
humans know whether the review came from Claude, Gemini, Codex, or fresh-context Codex.

---

## Skill Invocation Reference

### Pre-Review: Impact Analysis with Codanna (Optional)

Before requesting code review, you can use codanna to understand the blast radius
of your changes. This provides grounded structural data that helps scope the review
and catch issues the diff alone won't reveal.

```bash
# What calls the functions you changed?
codanna mcp find_callers process_request --watch

# What's the full impact if this symbol changes?
codanna mcp analyze_impact DatabaseConnection --watch --json

# Feed impact data into review context
IMPACT=$(codanna mcp analyze_impact "$CHANGED_SYMBOL" --watch --json 2>/dev/null)
```

This is optional — agent-loops works without codanna. But when available, impact data
makes reviews more precise and catches downstream breakage the diff doesn't show.

From NickCrew/Claude-Cortex, MIT.

More from NickCrew/Claude-Cortex