重构
代码重组与优化
grey-haven-tdd-python
greyhaven-ai
"Python Test-Driven Development expertise with pytest, strict red-green-refactor methodology, FastAPI testing patterns, and Pydantic model testing. Use when implementing Python features with TDD, writing pytest tests, testing FastAPI endpoints, developing with test-first approach, or when user mentions 'Python TDD', 'pytest', 'FastAPI testing', 'red-green-refactor', 'Python unit tests', 'test-driven Python', or 'Python test coverage'."
TDD Workflow
ShunsukeHayashi
Test-Driven Development workflow for Miyabi. Red-Green-Refactor cycle with Rust-specific patterns. Use when implementing new features, fixing bugs, or writing tests.
TDD Workflow
ShunsukeHayashi
Test-Driven Development workflow for Miyabi. Red-Green-Refactor cycle with Rust-specific patterns. Use when implementing new features, fixing bugs, or writing tests.
photo-learning
Hmbown
Recognize a photo and narrate a kid-friendly explanation using image understanding + TTS.
data-sleuth
petekp
Identify non-obvious signals, hidden patterns, and clever correlations in datasets using investigative data analysis techniques. Use when analyzing social media exports, user data, behavioral datasets, or any structured data where deeper insights are desired. Pairs with personality-profiler for enhanced signal extraction. Triggers on requests like "what patterns do you see", "find hidden signals", "correlate these datasets", "what am I missing in this data", "analyze across datasets", "find non-obvious insights", or when users want to go beyond surface-level analysis. Also use proactively when you notice interesting anomalies or correlations during any data analysis task.
checkpoint
petekp
Meta-cognitive decision support that analyzes current context and surfaces intelligent next-step options to the user. Use this skill when: (1) User explicitly invokes /checkpoint, (2) Significant work has been completed and a checkpoint is valuable, (3) Uncertainty or ambiguity exists about requirements or approach, (4) Task complexity has expanded beyond initial scope, (5) Before finalizing or committing to ensure nothing is missed. This skill pauses execution, assesses the situation holistically, and presents 2-5 contextually-appropriate options via AskUserQuestion, with a recommended option and rationale.
song-lyrics
adamos486
Provides insights and techniques from renowned songwriters across different genres to help users improve their own lyrical compositions.
music-promo-pack
Hmbown
Generate a short music clip with cover art and an optional voice tag.
create-verification-skill
williamwue
"Create and exercise a project-local user-path verification Skill."
bd-clean
MichaelVessia
Review and consolidate beads issues
applying-effective-go
MrPointer
"Apply Go best practices, idioms, and conventions from golang.org/doc/effective_go. Use when writing, reviewing, or refactoring Go code to ensure idiomatic, clean, and efficient implementations."
writing-en
vadirn
Writes and edits English text for clarity and concision. Removes nominalizations, passive voice, filler, and AI patterns. Use when writing documentation, README, commit messages, UI text, reports, emails, or when asked to simplify text, cut fluff, or check for plain language.
applying-architecture-patterns
MrPointer
Implement proven backend architecture patterns including Clean Architecture, Hexagonal Architecture, and Domain-Driven Design. Use when (1) designing new backend systems from scratch, (2) refactoring monolithic applications for better maintainability, (3) establishing architecture standards for a team, (4) migrating from tightly coupled to loosely coupled architectures, (5) implementing domain-driven design principles, (6) creating testable and mockable codebases, or (7) planning microservices decomposition.
python-type-hints-converter
jorgealves
Automatically add or improve type annotations in legacy Python code. Use to improve code readability, IDE support, and catch type errors early.
TDD Skill
vadirn
Mock at system boundaries only: external APIs, databases, time, filesystem. Keep mocks out of your own code. See mocking.md for details.
tdd
G-Eskayo
Test-driven development with red-green-refactor loop. Use when user wants to build features or fix bugs using TDD, mentions "red-green-refactor", wants integration tests, or asks for test-first development.
clean-permissions
MichaelVessia
Clean up Claude Code permissions allowlist
architecture-patterns
joabgonzalez
"Architectural decision guide by complexity. Trigger: When choosing architecture, planning strategic refactoring, or evaluating pattern trade-offs."
tdd-pytest
89jobrien
Python/pytest TDD specialist for test-driven development workflows. Use
commit
kbrdn1
Quick commit and push with minimal, clean messages
faion-code-quality
faionfaion
"Code quality specialist: architecture patterns, refactoring, code review, development practices. 23 methodologies."
pw-redbook-image
plugins-world
将文章内容拆解为小红书风格的系列配图。支持从 URL、文件或文本生成封面图、内容图和结尾图，自动创建提示词并调用图片生成工具。
triz
ThepExcel
TRIZ systematic innovation methodology with AI-enhanced prompts. Use when: (1) Technical contradiction - improve A but B worsens, (2) Physical contradiction - need opposite properties, (3) Cross-industry solutions via FOS/MOS, (4) Technology evolution prediction, (5) Complex engineering problems. Triggers: "TRIZ", "contradiction", "inventive", "trade-off", "improve without worsening", "ข้อขัดแย้งทางเทคนิค", "innovation breakthrough"
jobs-to-be-done
wdavidturner
Use when asked to "jobs to be done", "JTBD", "why customers churn", "prep for customer interviews", "hire and fire products", or "find real competitors". Helps discover unmet needs and the context behind purchasing decisions. The Jobs to be Done framework (created by Clayton Christensen and Bob Moesta) explains why customers hire and fire products.