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
npx -y skills add justinmchoi/ai-toolkit --skill staff-level-reviewAssembled 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 mergeSUGGESTION: important improvement worth discussingQUESTION: intent is unclear and blocks review confidenceNIT: minor issue that should not block merge
Verdict is driven by findings:
Request changes: at least oneBLOCKINGNeeds clarification: confidence-blockingQUESTIONApprove with suggestions: noBLOCKING, but meaningful suggestionsApprove: 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.