agentsclimarketplace

Staff level review

Skill justinmchoi/ai-toolkit/skills/engineering/staff-level-review

Reusable agent skills and baselines for Claude Code, Codex, and Copilot, with deterministic install/verify tooling

Install
npx -y skills add justinmchoi/ai-toolkit --skill staff-level-review

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

  • 1 stars1 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

Read-only engineering review with a fixed findings/verdict output contract. Use when the review needs that contract, a review context bundle, or a non-GitHub diff source (e.g. Azure DevOps, a patch file, a bounded set of repos and docs). For routine review of a local diff or GitHub PR, prefer the built-in /code-review or /review instead.

SKILL.md

4.0 KB, as published. Nobody here has run it

Staff-Level Review

Use this as a read-only engineering review checkpoint. Produce findings and a verdict; do not edit files, push changes, or post PR comments unless the user explicitly switches to a separate review-fix or posting workflow.

If docs/specs/0004-staff-level-review.md exists in the current repo, it is the fuller definition and takes precedence. If it does not exist, this file is self-contained — do not go looking for the spec elsewhere.

Inputs

Review any bounded diff source:

  • PR number, URL, branch, or local diff
  • provided patch or diff file
  • review context bundle
  • changed files plus related docs, ADRs, CONTEXT files, and CI/test signals

If the diff source is ambiguous, ask before reviewing.

Preflight

Before reviewing, decide whether to proceed:

proceed: yes | no | needs-info
reason:
required_context:
suggested_next_action:

Stop instead of forcing a low-confidence review when the PR is closed/merged, the diff is too large, requirements are missing, context is insufficient, or extra repositories are needed but not approved.

Review Scope

Review for high-signal issues across:

  • correctness and regressions
  • architecture and responsibility boundaries
  • security and privacy
  • performance and unbounded work
  • test quality and missing behavior coverage
  • maintainability and naming
  • API/interface design
  • breaking changes and migration risk
  • operability, rollout, observability, and rollback
  • requirement compliance

Apply a false-positive filter before reporting: skip issues that are pre-existing, covered elsewhere, already verified by tests/CI, intentionally documented, or merely preference without a clear better alternative.

Test Policy

Do not run broad build or test commands by default.

Allowed by default:

  • read CI status or provided test output
  • read relevant tests
  • reason about missing coverage

Run targeted tests, typecheck, or lint only when the command is known, scoped, and allowed by the user or calling workflow.

Severity And Verdict

Use this severity vocabulary:

  • BLOCKING: must be fixed before merge
  • SUGGESTION: important improvement worth discussing
  • QUESTION: intent is unclear and blocks review confidence
  • NIT: minor issue that should not block merge

Verdict is driven by findings:

  • Request changes: at least one BLOCKING
  • Needs clarification: confidence-blocking QUESTION
  • Approve with suggestions: no BLOCKING, but meaningful suggestions
  • Approve: no blocking or confidence-blocking findings

Output Format

Findings come first. If there are no findings, say so explicitly. Specific, evidence-backed positives may appear only after findings.

# Staff-Level Review

## Findings

[BLOCKING] Short title

- Issue:
- Why it matters:
- Evidence:
- Recommendation:
- Location:

[SUGGESTION] Short title

- Issue:
- Why it matters:
- Evidence:
- Recommendation:
- Location:

[QUESTION] Short title

- Question:
- Why it matters:
- Evidence:
- What would resolve it:
- Location:

[NIT] Short title

- Issue:
- Recommendation:
- Location:

## Verdict

Approve | Approve with suggestions | Request changes | Needs clarification

## Summary

...

## What's Working Well

- ...

## Verification

- Diff source:
- Context inspected:
- Commands run:
- Checks reviewed:
- Not run:

## Review Constraints

- Read-only:
- Extra repos:
- Disallowed paths:
- Sensitivity:

External References

External or legacy staff-review material may be used as reference only after source and license verification. Do not import external material into this repo unless it has been grilled against docs/specs/0004-staff-level-review.md and the required source registry / notices are updated.

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.