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Code Review & Quality
Code review, refactoring, debugging, maintainability, and engineering quality
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Showing 121–144 of 14,951 skills
- DebugRoot cause debugging before fixes. Use when investigating bugs,Votes: 0GitHub stars: 19
- BddBehavior-first feature development — use when building newVotes: 0GitHub stars: 19
- Ralph Review TrioRun a sequential three-tier code review on a finished implementation branch — Haiku (surface) → Sonnet (logic) → Opus (deep). Restarts from Tier 1 on any tier failure, bounded, ending in a stop-and-report. Use when a solo branch or PR is code-complete and you want structured pre-merge verification before human review.Votes: 0GitHub stars: 2
- Contest Envelope CodesignControl+estimation co-design via dual-variable gradients.Votes: 0GitHub stars: 3
- Hilbert Space Interpretability QtbHilbert-space interpretability framework for Quantum Transformer Blocks: track quantum mutual information, entanglement entropy, participation ratio, and inter-layer fidelity through circuit layers to watch a quantum model think. Use when interpreting variational quantum circuits, building intrinsically interpretable QML, or diagnosing quantum model failures.Votes: 0GitHub stars: 3
- Dtqw Diffusion Medical ImagingQuantum-walk forward diffusion + classical U-Net denoising for medical images.Votes: 0GitHub stars: 3
- Repo PolishRun the repo's lint, format-check and test suite, then fix anything that fails. Use before opening a PR or when asked to "polish" or "clean up" the repo.Votes: 0GitHub stars: 49
- Fix IssueFix a GitHub issue end to end -- read it, reproduce, patch, add a regression test, verify, and open a PR. Use when given an issue number or URL in this repo.Votes: 0GitHub stars: 49
- PlanPM planning workflow that gathers requirements, decomposes them into prioritized tasks, defines API contracts, and produces both a machine-readable plan and a human-readable tracker in docs/plans/Votes: 0GitHub stars: 46
- ReviewOWASP security, performance, accessibility, code quality review (includes Fix-Verify Loop)Votes: 0GitHub stars: 46
- ArchitectureSoftware architecture workflow that diagnoses architecture problems, selects the right analysis method, compares options, synthesizes stakeholder input, and produces a recommendation, review, or ADRVotes: 0GitHub stars: 46
- Redux Selector RulesRedux Toolkit selector rules against re-renders, recalculation warnings, and render loops. Use when writing useSelector/useAppSelector or createSelector, deriving state in a connected component, or seeing 'Selector returned a different result when called with the same parameters'.Votes: 0GitHub stars: 3
- Feature Deep DiveDoctrine for auditing an ENTIRE feature and building it to its ideal state. Use on 'deep dive on X', 'audit the X feature', 'figure out everything X does', 'take over X and finish it', 'bring X up to best practices', or when a whole feature needs overhauling, unifying, or finishing, not patching. NOT for one small addition (use build-sub-feature).Votes: 0GitHub stars: 3
- Smart CloseClose this chat by writing its session record — a summary of this session into its workspace's sessions/ — and folding what lasts into workspace.md. Use when asked to smart close, to wrap up or close this chat with a record, or to write a session record.Votes: 0GitHub stars: 6
- Typescript FundamentalsCoordinates the learning and review path for TypeScript safety, types, DTO boundaries, module hygiene, and pure modeling so agents can choose the right primitive for the codebase and runtime.Votes: 0GitHub stars: 4
- Quality FundamentalsCoordinates quality work across ESLint, SonarQube, dead-code cleanup, and technical debt so agents can choose the right quality primitive for the codebase and the risk profile.Votes: 0GitHub stars: 4
- Quality Fundamentals Quality Decision MatrixChooses between ESLint, SonarQube, dead-code cleanup, and technical debt cleanup based on risk, scope, evidence, and the kind of quality failure the codebase is showing.Votes: 0GitHub stars: 4
- Angular Upgrade Forms Angular Typed Forms MigrationMigrates Angular reactive forms to typed forms in bounded slices, or uses an untyped bridge when risk, scale, or test coverage make a full typed migration unsafe.Votes: 0GitHub stars: 4
- Angular Governance Angular Change Type ClassifierClassify the change as bugfix, refactor, upgrade, modernization, performance, testing, security, or architecture before touching code.Votes: 0GitHub stars: 4
- Angular Docs Angular Review PacketBuild a compact review packet for Angular PRs that highlights architecture, risk, validation, and rollback points for human or agent review.Votes: 0GitHub stars: 4
- Angular Docs Angular Adr For Architecture DecisionsCapture Angular architecture decisions as short ADRs with context, decision, consequences, and validation criteria before implementation.Votes: 0GitHub stars: 4
- Angular Architecture Module Federation Runtime ContractEvaluates Angular Module Federation and Native Federation runtime contracts in Nx monorepos, focusing on remote exposure, shared dependency policy, fallback behavior, and version compatibility.Votes: 0GitHub stars: 4
- Angular Architecture Micro Frontends Communication PatternsEvaluates communication patterns between Angular micro-frontends in Nx monorepos, focusing on explicit contracts, low coupling, shared state limits, and safe cross-remote event flow.Votes: 0GitHub stars: 4
- Angular Architecture Directive Composition ApiAdopt Angular directive composition in bounded slices after the app is stable, using it to reduce inheritance-heavy patterns and share behavior without mixing the change into upgrade work.Votes: 0GitHub stars: 4