发现 编程开发 相关 Skills，比较来源仓库和用途，查看适合你工作流的技能说明。
Multi-stakeholder coordination for decisions involving competing interests, different value systems, or organizational politics. Use when multiple parties must agree, when power dynamics affect decisions, or wh...
Rigorous A/B/C testing framework for empirically evaluating reasoning patterns. Use when you need data-driven pattern selection, want to quantify trade-offs between patterns, or need to validate claims about wh...
Universal error handling, exception management, and logging best practices for all development agents across JavaScript/TypeScript, Python, Rust, Go, and Java. Use when implementing error handling, exception ma...
Cross-domain reasoning for novel problems through structured analogy. Use when facing unprecedented problems where the best approach is finding similar solved problems in other domains. Unlike BoT (explores opt...
Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or to...
Calculate training costs for Tinker fine-tuning jobs. Use when estimating costs for Tinker LLM training, counting tokens in datasets, or comparing Tinker model training prices. Tokenizes datasets using the corr...
全面的文档创建、编辑和分析，支持修订（tracked changes）、批注、格式保留和文本提取。当需要处理专业文档（.docx 文件）用于：（1）创建新文档，（2）修改或编辑内容，（3）处理修订，（4）添加批注，或任何其他文档任务时...
Comprehensive guide for Tinker Cookbook supervised fine-tuning covering all patterns including high-level Cookbook abstractions, low-level API usage, streaming datasets, file-based data, Blueprint configuration...
面向 Jujutsu(jj) 版本控制的使用、工作流、revset/fileset 语法、Git 互操作与配置排错指导。用于解答 jj 命令与概念差异、迁移 Git 流程到 jj、处理冲突/回滚、配置与远程书签相关问题。
面向 .ipynb Notebook（Jupyter / JupyterLab / Google Colab / VS Code）的创建、审阅、重构与展示。涵盖工程化目录结构、token 高效处理、演示/分享模式、以及 uv/venv 可复现工作流。
全面的电子表格创建、编辑和分析，支持公式、格式设置、数据分析和可视化。当需要处理电子表格（.xlsx, .xlsm, .csv, .tsv 等）以进行以下操作时使用：(1) 创建带有公式和格式的新电子表格，(2) 读取或分析数据，(3) 在保留公...
Structural code pattern search and refactoring using ast-grep (sg). Use for finding functions, classes, methods, imports, or any code structure patterns. Supports syntax-aware analysis across multiple languages...
Provides code formatting best practices and granular edit operation guidelines. Use when formatting code, making edits to files, or when determining the proper approach for code modifications. Emphasizes using...
Generates and updates CHANGELOG.md files by analyzing git commit history. Handles both creating new changelogs and appending recent changes. Analyzes commits using conventional commit format and categorizes cha...
This skill should be used when the user asks to "analyze fix commits and generate postmortems", "create postmortems from git history", or "summarize bug fixes into postmortem reports".
This skill should be used when the user asks to "fetch a webpage", "download HTML", "scrape content", "get website content", "render JavaScript page", or similar requests for web content retrieval. Provides bes...
Debug and fix complex scripts by isolating side effects, extracting core logic into a controlled environment, validating behavior there, then reintegrating with minimal changes. Use this when scripts lack unit...
AI-powered text-to-speech CLI tool. Use for pronunciation queries, reading text aloud, generating audio files, or language practice. Triggers on "how to pronounce", "say this", "read aloud", "TTS", "text to spe...
Remote control tmux sessions for interactive CLIs by sending keystrokes and scraping output.
Implements Manus-style file-based planning for complex tasks. Creates .plans/-yymmdd/ directory with task_plan.md, findings.md, and progress.md. Use when starting complex multi-step tasks, research projects, or...
Fast Python type checking with ty (by Astral). Use when checking Python types, running type checks in CI, or setting up type checking for Python projects. Triggers on "type check", "ty check", "python types", o...
Analyze git repositories and generate comprehensive markdown documentation for quick understanding. Use when user asks to "analyze this repo", "document the codebase", "explain how this project works", "generat...
Decision guide for code navigation. Teaches when to use gabb tools vs default tools (Grep/Read) for maximum efficiency. Applies to Python/TypeScript/Rust/Kotlin/C++.
Teaches when to use gabb_structure for efficient file exploration. Use gabb_structure before reading large files in supported languages.
默认按已收录数据中的 GitHub 仓库 Stars 排序。Stars 属于来源仓库，同一仓库的多个技能可能共享相同数值；它反映仓库关注度，不代表单个技能的安装量或质量评分。