# Code Review And Quality

> Conducts multi-axis code review across correctness, readability, architecture, security, and performance. Use before merging any change. Use when reviewing code written by yourself, another agent, or a human. Triggers on "review my PR", "review this diff", "code review", "review this changeset", "is this ready to merge", "pre-merge review".

- Skill: `lazyisefficient/code-review-and-quality` (Agent Skill, multi-file: 5 files)
- Install (CLI): `npx skillmds@latest add lazyisefficient/code-review-and-quality`
- Raw SKILL.md: https://api.skillmd.com/api/skills/lazyisefficient/code-review-and-quality/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: AI & ML
- Author: LazyIsEfficient (https://skillmd.com/u/lazyisefficient)
- Updated: 2026-09-17
- Page: https://skillmd.com/skills/lazyisefficient/code-review-and-quality

---


# Code Review and Quality

## Overview

Multi-dimensional code review with quality gates. Every change gets reviewed before merge — no exceptions. Review covers five axes: correctness, readability, architecture, security, and performance.

**The approval standard:** Approve a change when it definitely improves overall code health, even if it isn't perfect. Perfect code doesn't exist — the goal is continuous improvement. Don't block a change because it isn't exactly how you would have written it.

## Universal Rules

1. **Review every change before merge.** No exceptions. "It's small" is not an exemption.
2. **Review tests first.** Tests reveal intent and coverage before you read a line of implementation.
3. **Label every finding.** Use Critical / Nit / Optional / FYI prefixes so the author knows what's required.
4. **Approve improvements, not perfection.** If the change improves overall code health, approve it.
5. **Don't rubber-stamp.** "LGTM" without evidence of review helps no one. Quantify problems when possible.
6. **Split large changes.** Ask the author to split anything over ~300 lines rather than reviewing one massive changeset.
7. **Require cleanup before merge.** Don't accept "I'll fix it later" — later never comes.
8. **Treat dependency additions as changes.** Every new dependency needs justification: size, maintenance status, license, known vulnerabilities.
9. **Quote before flagging.** Every finding must include the specific lines that support it. "This function looks risky" without a quote is an opinion, not a finding. If you can't quote the evidence, you don't have a finding yet.

## Red Flags

- PRs merged without any review
- Review that only checks if tests pass (ignoring other axes)
- "LGTM" without evidence of actual review
- Security-sensitive changes without security-focused review
- Large PRs that are "too big to review properly" (split them)
- No regression tests with bug fix PRs
- Review comments without severity labels
- Accepting "I'll fix it later"

## Verification

After review is complete:

- [ ] All Critical issues are resolved
- [ ] All Important issues are resolved or explicitly deferred with justification
- [ ] Every finding is backed by a specific quoted passage from the actual code
- [ ] No findings were generated from assumed code structure — only from what was read
- [ ] Tests pass
- [ ] Build succeeds
- [ ] The verification story is documented (what changed, how it was verified)

## Tier discipline

Tier definitions: review-tiers (`.claude/rules/review-tiers.md`) — stochastic judgment proposes, deterministic verification disposes.

- **Tier 0:** the CI gates themselves (tests, build, linters, validators). These hard-block on their own authority; cite them instead of re-finding what they catch.
- **Tier 1 (may gate, evidence attached):** correctness and security findings demonstrated by a failing test, failing command, or concrete counterexample input — the artifact is the gate, the review only chose which artifact to produce. The missing-regression-test blocker is Tier 1: the evidence is the absent test.
- **Tier 2 (advisory, never gates):** readability, architecture taste, "could be simpler", unevidenced performance concerns. Severity labels (Critical, blocking) on unevidenced findings are *proposals to the operator*, not gates — log them to [findings-ledger](../findings-ledger/SKILL.md) rather than writing blocking language.

## References

- [references/review-axes.md](references/review-axes.md) — Five-axis review checklist: correctness, readability, architecture, security, performance
- [references/review-process.md](references/review-process.md) — Step-by-step process, change sizing, descriptions, multi-model pattern, dead code hygiene, disagreements, honesty, dependency discipline, full review checklist
- [references/security-checklist.md](references/security-checklist.md) — Detailed security review guidance
- [references/performance-checklist.md](references/performance-checklist.md) — Performance review checks

## Related skills

- [skill-library-review](../skill-library-review/SKILL.md) — applies the same review discipline to agent and skill definitions rather than source code
- [adversarial-claims-reviewer](../adversarial-claims-reviewer/SKILL.md) — applies the same adversarial discipline to formal/technical claims in documents rather than source code
- [findings-ledger](../findings-ledger/SKILL.md) — where this skill's Tier 2 (unevidenced) findings get recorded and tallied for recurrence