GitHub
test-driven-development
Use when writing production code. Enforces RED-GREEN-REFACTOR cycle: write failing test, make it pass, improve design. Prevents test-after development and ensures verified behavior.
☆ 241View skill
tools code quality AI Skills
Discover tools code quality skills, compare source repositories and read the instructions for each workflow.
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GitHub
ultrathink-detective
⚡ Comprehensive analysis skill. Best for: 'comprehensive audit', 'deep analysis', 'full codebase review', 'multi-perspective investigation', 'complex questions'. Combines all perspectives (architect+developer+...
☆ 224View skill
GitHub
commit
Complete pre-commit workflow - run quality checks (format, lint, type, test) and validate/create conventional commit messages
☆ 222View skill
GitHub
sast-semgrep
Static application security testing (SAST) using Semgrep for vulnerability detection, security code review, and secure coding guidance with OWASP and CWE framework mapping. Use when: (1) Scanning code for secur...
☆ 219View skill
GitHub
quality-guardian
运行和分析项目质量检查（Linting, 类型检查, 测试）。
☆ 215View skill
GitHub
validate-training-materials
Run comprehensive validation and review checks including heading numbering, TODO/FIXME comments, Nextflow script conventions, orphaned files, admonition syntax, lesson structure, formatting, content accuracy, a...
☆ 213View skill
GitHub
rust-blockchain-dev
Rust and blockchain development conventions including formatting (inline string interpolation), imports organization, checked arithmetic, error handling, unsafe code patterns, and documentation. Use for any Rus...
☆ 213View skill
GitHub
claude-a11y-audit
Use when reviewing UI diffs, accessibility audits, or flaky UI tests to catch a11y regressions, semantic issues, keyboard/focus problems, and to recommend minimal fixes plus role-based test selectors.
☆ 210View skill
GitHub
codex-a11y-audit
Use when reviewing UI diffs, accessibility audits, or flaky UI tests to catch a11y regressions, semantic issues, keyboard/focus problems, and to recommend minimal fixes plus role-based test selectors.
☆ 210View skill
GitHub
best-practices
This skill should be used when the user asks to "refactor", "refactor the whole project", "simplify code", "clean up code", "apply best practices", "improve readability", "reduce duplication", "standardize patt...
☆ 207View skill
GitHub
git-commit
Use this skill BEFORE running any git commit command. Triggers when about to run `git commit`. Ensures commit messages follow Conventional Commits specification.
☆ 205View skill
GitHub
golang-style
Use this skill BEFORE writing or editing any Go (.go) files. Triggers when about to create, modify, or add code to .go files. Enforces happy path coding, error wrapping, sentinel errors, and godoc-style comment...
☆ 205View skill
GitHub
code-review
代码审查最佳实践指南
☆ 202View skill
GitHub
wheels-anti-pattern-detector
Automatically detect and prevent common Wheels framework errors before code is generated. This skill activates during ANY Wheels code generation (models, controllers, views, migrations) to validate patterns and...
☆ 200View skill
GitHub
python-code-reviewer
审查 Python 代码，提供改进建议，确保代码质量和最佳实践
☆ 200View skill
GitHub
separation-of-concerns
Enforces code organization using features/ (verticals), platform/ (horizontals), and shell/ (thin wiring). Triggers on: code organization, file structure, where does this belong, new file creation, refactoring.
☆ 190View skill
GitHub
lightweight-design-analysis
This skill analyzes code for design quality improvements across 8 dimensions: Naming, Object Calisthenics, Coupling & Cohesion, Immutability, Domain Integrity, Type System, Simplicity, and Performance. Ensures...
☆ 190View skill
GitHub
writer-selfloop
Writing self-loop for surveys: run the strict section-quality gate, then rewrite only the failing `sections/*.md` files until the report is PASS. **Trigger**: writer self-loop, writing loop, quality gate loop,...
☆ 190View skill
GitHub
consistency-violation-capture
Capture codebase inconsistencies discovered during exploration OR implementation. TRIGGER when you find conflicting patterns while looking for code to follow (e.g., "some UseCases extend AbstractMemberUseCase,...
☆ 189View skill
GitHub
pattern-discovery-capture
Automatically capture recurring patterns discovered in the codebase during exploration. This skill logs implicit conventions, architectural patterns, and coding practices that are followed consistently but not...
☆ 189View skill
GitHub
signal-capture
Detect and capture technical preferences, naming conventions, and architectural practices from user messages into Packmind standards. Trigger when user prescribes HOW to code through direct statements (e.g., "U...
☆ 189View skill
GitHub
git-commit-guidelines
Enforce git commit best practices using gitmoji + Conventional Commits format. TRIGGER when creating commits. Ensures quality-gate passes, prevents issue auto-closing (no Close/Fix keywords), includes Co-Author...
☆ 189View skill
GitHub
signal-capture
Detect and capture technical preferences, naming conventions, and architectural practices from user messages into Packmind standards. Trigger when user prescribes HOW to code through direct statements (e.g., "U...
☆ 189View skill
GitHub
code-review-checklist
Structured code review criteria for pre-implementation plan review (Critic) and post-implementation security/quality review. Covers security, performance, maintainability, and correctness with severity ratings.
☆ 189View skill
The default order uses GitHub repository stars from our indexed data. Stars belong to the source repository and may be shared by multiple skills. They indicate repository interest, not skill installs or an independent quality score.