brainstorming
brainstorming
You MUST use this before any creative work - creating features, building components, adding functionality, modifying behavior, or planning anything new, in software or out of it (a talk, a business, a renovation).
code-review-checklistGenerate a tailored code review checklist for any pull request based on the language, type of change, and risk level. Use when asked to review code, check a PR, review a pull request, or generate a code review checklist. Produces a focused checklist with language-specific checks, risk-level-appropriate depth, and a clear approve/request-changes recommendati…
Independent GitHub snapshot · Automated classification · Original documentation governs
Produces a tailored code review checklist for a specific pull request — scaled to the language, type of change, and risk level. Not a generic template.
Not quite this? Use
code-review-guidewhen you want to carry out the review itself with senior judgement, not just a checklist.
Work from what is given. If any of these is missing, still produce the complete output: fill each gap with a reasonable assumption marked (assumed, confirm) and list those assumptions at the end. Ask a question first only when the core subject itself is missing (there is nothing to write about).
git diff; significantly improves checklist specificity)Scope assessment: [Small / Medium / Large / Too large — should be split] Recommended review depth: [Skim / Standard / Deep dive] Estimated review time: [e.g. 20–30 min — use 5 min per 50 lines of diff as a rough guide]
Language-specific correctness checks — choose based on the language stated:
For TypeScript/JavaScript:
any in non-test codeFor Python:
For Go:
[Include only the section matching the stated language]
For bug fixes:
For features:
For refactors:
For dependency upgrades:
[Include only the section matching the stated change type]
Low risk: basic correctness, style conventions, test coverage Medium risk: above + rollback plan, monitoring updates, performance considerations High risk: above + security implications, data migration safety, feature flag/gradual rollout Critical risk: above + staging validation plan, incident response plan, post-deploy verification checklist
Approve if: [2-3 specific conditions based on this PR] Request changes if: [Specific blockers] Comment (non-blocking) if: [Items worth discussing but not blocking merge]
Based on the change type and language, flag 2-3 things reviewers typically miss for this combination.
This skill ships with support files — use them when they are available:
references/review-depth-calibration.md — Calibrating Review Depth: Not Every PR Deserves the Same Eyes. Apply it while producing the output; it carries the calibration and judgment calls the method summary above compresses.templates/review-record.md — a fill-in version of the deliverable with the quality gates inline. Offer it when the user wants to work the document themselves rather than have it generated.Score any output of this skill before handing it over; 32+ is ship-quality.
| Dimension | 0 | 5 | 10 |
|---|---|---|---|
| Language specificity | Checks could apply to any language — a swapped-in language name would change nothing | Correct language block chosen, but checks restate the template rather than this PR's constructs | Every correctness check names a construct actually in the diff (goroutines, promise chains, context managers) |
| Risk-depth calibration | Same depth regardless of stated risk level | Depth roughly scales, but high-risk extras (rollback plan, staged rollout, monitoring) are missing or token | Depth matches the stated risk exactly and the review-time estimate follows the diff size guide |
| Decision-framework sharpness | "Approve if it looks good" — no named conditions | Blockers listed but untestable; a reviewer can't tell when they're satisfied | Every approve/block/comment condition is checkable against a specific test, flag, metric, or artifact |
| Pitfall specificity | Pitfalls absent or generic ("watch for bugs") | Pitfalls match the language or the change type, but not the combination | 2–3 pitfalls that only make sense for this exact language + change-type combination |