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Generates properly formatted commit messages following project conventions. Use when creating commits or when users need help writing commit messages. Inspects staged changes and creates messages with component...
Build autonomous agents using Open Responses API via HuggingFace Inference Providers. Single unified endpoint with multi-provider routing via model suffixes. Use the OpenAI SDK with custom base_url for seamless...
Core development methodology for claude-flow. Enforces TDD (test-first), systematic debugging (4-phase), and verification gates. Use when starting any development task, fixing bugs, or completing features.
Use when adding type hints, fixing type checker errors, working with Pydantic models. Triggers on "type", "types", "typing", "Pydantic", "BaseModel", "pyright", "basedpyright", "mypy", "type error", "type hint"...
Package skills, agents, commands, and hooks as Claude Code plugins. Use when creating plugins, packaging skills for distribution, setting up plugin structure, dogfooding plugins, or when user mentions "plugin s...
Use when building UI with NiceGUI, creating components, fixing styling issues, or when user mentions "nicegui", "quasar", "tailwind", "ui.row", "ui.column", "gap spacing", "state management", "controller", "dia...
Use when writing or modifying tests, fixing bugs with TDD, reviewing test code. Triggers on "test", "tests", "testing", "TDD", "test-driven", "pytest", "add tests", "write tests", "unit test", "integration test...
Create skill groups (multiple related skills packaged as a plugin). Use when creating plugins, organizing multiple related skills, building skill families, packaging tools together, or when user mentions "plugi...
Python testing best practices with pytest, TDD, and mocking. ALWAYS use this skill BEFORE writing or modifying any test code. Triggers on "test", "tests", "testing", "TDD", "test-driven", "pytest", "add tests",...
Use when encountering errors, bugs, or problems. Triggers on "bug", "error", "fix", "debug", "traceback", "stack trace", "exception", "crash", "broken", "not working", "failing", "issue", "workaround", "wrapper...
Use when asked to "review code", "review PR", "review diff", "check this PR", "do a code review", or mentions "code review", "PR review", "full diff", "cross-file patterns", "code quality", "review changes".
Use when writing new code, implementing features, or refactoring. Triggers on "pattern", "reuse", "duplicate", "extract", "helper", "refactor", "architecture", "DRY", "don't repeat yourself", "abstract", "reusa...
Use when writing async code, using asyncio.gather, handling concurrent operations, or when user mentions "asyncio", "async", "await", "gather", "concurrent", "parallel tasks", "fail-fast", "timeout", "race cond...
Brainstorm and validate names for plugins, skills, agents, and commands. Use when naming a new plugin, choosing atom names, validating naming conventions, or when user mentions "name plugin", "name skill", "nam...
NiceGUI development best practices for Python web UIs. Use when building UI components, fixing layout issues, or working with NiceGUI/Quasar/Tailwind. Triggers on "nicegui", "quasar", "tailwind", "ui.row", "ui....
Code review best practices for Python projects. Use when reviewing code, PRs, or diffs. Triggers on "review", "code review", "PR", "pull request", "diff", "check this", "look at this code", "quality", "refactor...
Write Claude Code skills and SKILL.md files. Use when creating new skills, writing skill content, structuring SKILL.md, organizing skill directories, or when user mentions "write skill", "create skill", "author...
Use when reviewing code, PRs, or diffs. Triggers on "review", "code review", "PR", "pull request", "diff", "check this", "look at this code", "quality", "refactor", "egregious", "cross-file", "duplicate", "dupl...
Use when writing or modifying tests, fixing bugs with TDD, reviewing test code, or when user mentions "test", "tests", "testing", "TDD", "test-driven", "pytest", "add tests", "write tests", "unit test", "integr...
Use when building UI with NiceGUI, creating components, fixing styling issues. Triggers on "nicegui", "quasar", "tailwind", "ui.row", "ui.column", "ui.card", "ui.dialog", "gap", "spacing", "layout", "modal", "c...
Python type annotations and Pydantic best practices. Use when working with types, models, or data structures. Triggers on "type", "types", "typing", "Pydantic", "BaseModel", "dict", "list", "tuple", "annotation...
Pattern discovery and code reuse for Python projects. Use when writing new code, implementing features, or refactoring. Triggers on "pattern", "reuse", "duplicate", "extract", "helper", "refactor", "architectur...
Root cause fixing and avoiding workarounds. Use when encountering errors, bugs, or problems. Triggers on "bug", "error", "fix", "debug", "workaround", "wrapper", "hack", "broken", "not working", "failing", "iss...
Use when adding type hints, fixing type checker errors, expanding type coverage, or when user mentions "type check", "pyright", "basedpyright", "mypy", "type hints", "type errors", "type annotations", "typing",...
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.