Code Review
Systematic code review patterns covering security, performance, maintainability, correctness, and testing — with severity levels, structured feedback guidance, review process, and anti-patterns to avo
Systematic code review patterns covering security, performance, maintainability, correctness, and testing — with severity levels, structured feedback guidance, review process, and anti-patterns to avo
Real data. Real impact.
Emerging
Developers
Per week
Open source
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Thorough, structured approach to reviewing code. Work through each dimension systematically rather than scanning randomly.
npx clawhub@latest install code-review
| Dimension | Focus | Priority |
|---|---|---|
| Security | Vulnerabilities, auth, data exposure | Critical |
| Performance | Speed, memory, scalability bottlenecks | High |
| Correctness | Logic errors, edge cases, data integrity | High |
| Maintainability | Readability, structure, future-proofing | Medium |
| Testing | Coverage, quality, reliability of tests | Medium |
| Accessibility | WCAG compliance, keyboard nav, screen readers | Medium |
| Documentation | Comments, API docs, changelog entries | Low |
Review every change for these vulnerabilities:
dangerouslySetInnerHTML or equivalent is justified and safeWork through the code in three passes. Do not try to catch everything in one read.
| Pass | Focus | Time | What to Look For |
|---|---|---|---|
| First | High-level structure | 2-5 min | Architecture fit, file organization, API design, overall approach |
| Second | Line-by-line detail | Bulk | Logic errors, security issues, performance problems, edge cases |
| Third | Edge cases & hardening | 5 min | Failure modes, concurrency, boundary values, missing tests |
Classify every comment by severity so the author knows what blocks merge.
| Level | Label | Meaning | Blocks Merge? |
|---|---|---|---|
| Critical | | Security vulnerability, data loss, or crash in production | Yes |
| Major | | Bug, logic error, or significant performance regression | Yes |
| Minor | | Improvement that would reduce future maintenance cost | No |
| Nitpick | | Style preference, naming suggestion, or trivial cleanup | No |
Always prefix your review comment with the severity label. This removes ambiguity about what matters.
Bad:
This is wrong. Fix it.
Good:
This query interpolates user input directly into the SQL string (line 42), which is vulnerable to SQL injection. Consider using a parameterized query:[MAJOR]SELECT * FROM users WHERE id = $1
Bad:
Why didn't you add tests?
Good:
The new[MINOR]function has a few branching paths — could we add tests for the zero-quantity and negative-price edge cases to prevent regressions?calculateDiscount()
Bad:
I would have done this differently.
Good:
This works well. An alternative approach could be extracting the retry logic into a shared[NIT]wrapper — but that's optional and could be a follow-up.withRetry()
Avoid these common traps that waste time and damage team trust:
| Anti-Pattern | Description |
|---|---|
| Rubber-Stamping | Approving without reading. Creates false confidence and lets bugs through. |
| Bikeshedding | Spending 30 minutes debating a variable name while ignoring a race condition. |
| Blocking on Style | Refusing to approve over formatting that a linter should enforce automatically. |
| Gatekeeping | Requiring your personal preferred approach when the submitted one is correct. |
| Drive-by Reviews | Leaving one vague comment and disappearing. Commit to following through. |
| Scope Creep Reviews | Requesting unrelated refactors that should be separate PRs. |
| Stale Reviews | Letting PRs sit for days. Review within 24 hours or hand off to someone else. |
| Emotional Language | "This is terrible" or "obviously wrong." Critique the code, not the person. |
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