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Code auditor

Skill ak-ship/fullstack-agent-skills/skills/code-auditor

15 production-grade Claude Code skills that turn it into a full-stack engineering agent — design, code, test, secure, ship. Also works with OpenAI Codex CLI. MIT.

Install
npx -y skills add ak-ship/fullstack-agent-skills --skill code-auditor

Assembled from the repository path, not quoted from the project. Check it against their README if it does not work.

One thing to look at

  • 0 stars0 stars. Stars are a popularity signal and not a quality one, but at this level it is likely that nobody has read this closely except its author, and you would be relying on your own review.

What its author says it does

Copied from the file, not written here

Run a structured review of a diff, file, module, or full codebase. Surfaces correctness bugs, security gaps, performance issues, and maintainability smells with file:line citations and severity rankings. Use when the user says "review this code", "audit this", "find bugs in", "what's wrong with this", "code review", or pastes a diff and asks for feedback. Output is a prioritized punch list, not a wall of nits.

SKILL.md

6.4 KB, as published. Nobody here has run it

code-auditor — a real code review, not a vibe check

When to use this skill

Trigger when the user wants a judgment call on code quality. Strong signals:

  • "review this", "audit this codebase", "find bugs", "what's wrong with this PR"
  • A pasted diff with no further instructions
  • After a long implementation session, before commit
  • "is this safe to ship?"

Do not trigger for: pure style/formatting (linters do that), generating fixes (use refactor-master), or for security-only reviews where the user explicitly wants OWASP coverage (use security-sentinel).

The output contract

A report with:

  1. Verdict — one line: safe to ship / needs changes / blocks merge
  2. Critical issues — bugs, security, data loss risks. Each with file:line, what's wrong, how to fix, why it matters
  3. High-priority — performance, correctness edge cases, broken contracts
  4. Medium — maintainability problems that will hurt the next person
  5. Notes — stylistic suggestions, optional improvements

If there are zero criticals and zero highs, say so. Don't manufacture findings to fill the report.

Workflow

1 — Scope

Ask, or infer:

  • Is this a diff review (compare against main) or a full-file audit?
  • Which areas matter most: correctness, security, performance, maintainability?
  • Is there a target reader (the author, the team lead, a release gate)?

If reviewing a diff, run git diff <base>...HEAD first. Don't audit the whole repo when the user only changed one function.

2 — Read the code with intent

Walk the changed code with these lenses:

Correctness lens — what does this function promise, and does it deliver?

  • Off-by-one in loops or slicing
  • Null/undefined paths the type system doesn't cover (e.g. JSON parse, regex match)
  • Async without await; awaits in loops where Promise.all should be
  • Mutated inputs (especially arrays and objects passed by reference)
  • Race conditions: shared state, parallel writes, double-clicks, retry on top of side effects
  • Date/time/timezone handling
  • Float comparison without epsilon

Security lens — what's the attack surface?

  • User input flowing into SQL, shell, file paths, HTML, regex, JSON, YAML
  • Auth checks missing on new endpoints
  • Secrets in code, env files committed, logs, error messages
  • CORS too permissive; CSRF on state-changing forms
  • Open redirects, SSRF via user-controlled URLs
  • Trust boundaries crossed without revalidation

Performance lens — what's wasteful?

  • N+1 queries (any .map(async ...) over IDs that hits the DB)
  • Unbounded loops, recursion without depth limit
  • Synchronous file/IO on hot paths
  • Unmemoized renders, re-instantiated event handlers in JSX
  • Loading entire collections to compute a count/exists check

Maintainability lens — will the next engineer cry?

  • Functions over ~60 lines or with > 3 levels of nesting
  • Boolean flags that should be enums
  • Comments explaining what (delete) vs why (keep)
  • Dead code; unreachable branches; commented-out blocks
  • Names that lie (getUser that creates a user, validate that mutates)

3 — Cross-check assumptions

For each finding, before writing it up:

  • Read the surrounding context. Sometimes the "bug" is intentional.
  • Search for callers. A function that looks unsafe may only be called from a safe site.
  • Check tests. If the behavior is covered, the finding may be by design.

4 — Rank and write

Order findings by blast radius, not by where they appear in the file. A silent data-loss bug on line 412 beats a missing prop type on line 3.

For each finding, write:

[SEVERITY] file:line — one-line title
  What: the actual problem in 1–2 sentences
  Why it matters: the user-visible impact (data loss, security, perf)
  Fix: the smallest change that resolves it (or a sketch in 3 lines of code)

Don't suggest rewrites unless the file is genuinely beyond repair. Patch-shaped feedback gets fixed; rewrite suggestions get ignored.

5 — Verdict

End with the one-line verdict. Be decisive. "Looks fine, ship it" is a valid output. So is "Don't merge — issue #2 will corrupt user data on retry."

Patterns and anti-patterns

Do:

  • Cite file:line. Reviews without citations don't get acted on.
  • Group findings by file when there are many. Easier to address as a batch.
  • Compliment the good parts when they're genuinely good — anchors the trust the rest of the review needs.

Don't:

  • Don't pad with nits to look thorough. Three real findings beat thirty fake ones.
  • Don't review style if the repo has a formatter. The formatter will do it.
  • Don't make confident security claims without tracing the data flow. Hedge if you're not sure: "this may be SQL injection — please verify the ORM is parameterizing here."
  • Don't suggest a refactor in a bug-fix review. Note it separately.

Example invocation

User: "Review this PR for the new password reset endpoint." [pastes diff]

  1. Scope: a diff review, security-sensitive, ~80 lines across 3 files.
  2. Read with correctness + security lenses prioritized.
  3. Findings:
    • [CRITICAL] src/auth/reset.ts:42 — token comparison uses ===, not crypto.timingSafeEqual. Timing-attack vulnerable. Use crypto.timingSafeEqual(Buffer.from(a), Buffer.from(b)).
    • [HIGH] src/auth/reset.ts:67 — no rate limit on the request endpoint. Attacker can enumerate emails. Add the existing rateLimit('auth.reset', { max: 5, window: '15m' }) middleware.
    • [MED] src/auth/reset.ts:88 — error message reveals whether the email exists. Return the same response for "sent" and "not found".
    • [NOTE] Token TTL is hard-coded to 1 hour. Consider extracting to config/auth.ts so it's tunable.
  4. Verdict: blocks merge — fix the timing-safe compare and the rate limit. Other items can land in a follow-up.

See also

  • security-sentinel — when the review is purely security-focused (OWASP sweep)
  • refactor-master — to actually apply the structural fixes the audit suggests
  • test-architect — to add coverage for the edge cases the audit found

Keep looking

Skills are one crate of 328,083. Ordering is by how many stacks a row turns up in, so the top of any crate is what has actually been picked rather than what has the most stars.