Discover Data & AI skills, compare source repositories and read the instructions for each workflow.
Expert in project scaffolding and lifecycle management for Microsoft 365 Copilot agents using the Agents Toolkit (ATK) CLI. **ALWAYS USE FIRST** when starting new agent projects. Use when (1) Creating/scaffoldi...
Expert in designing Microsoft 365 Copilot agent architectures
Use when looking for past work on specific FILES, understanding why code was written, or when user references "what we did before" on a file/feature. Uses file-history tracking for accurate results. PREFER THIS...
Use this skill when the user asks subjective questions like "should I...", "is X good?", "what do you think about...", or seeks advice/recommendations. Reframe these as forecasting problems with explicit KPIs.
Create distinctive, production-grade frontend interfaces with high design quality. Use this skill when the user asks to build web components, pages, or applications. Generates creative, polished code that avoid...
Manage planning documents (ADRs, FDPs, action plans, reports). Use when creating, archiving, or listing planning docs. Enforces proper numbering and structure.
Unified memory substrate. Store facts, patterns, and context. Query with remember, consult, and stats commands.
Structured reasoning and deliberation. Record thoughts, deliberate on decisions, review thinking patterns.
Knowledge retrieval from multiple sources. Search docs, web, and code with intelligent routing.
Agency and execution. Edit code semantically, invoke LLMs, search the web, query security services, and discover relevant skills.
Knowledge about the context branch methodology for separating AI configuration from project code using git worktrees. Use when users ask about worktree structure, branch organization, or the separation of conce...
Proactively suggests tests when code changes are detected. Activates when functions are created, logic is modified, security-sensitive code is added, or bug fixes are implemented. Provides non-intrusive test re...
Document user-facing features in a codebase. Use when asked to document features, explain what software does, or generate feature docs. Identifies features (not technical layers), then produces numbered markdow...
List and resolve GitHub PR review comments. Use when working with PR feedback, addressing review comments, or marking threads resolved.
Generates clear commit messages from jj diffs. Use when writing commit messages or reviewing staged changes.
Automatically submit pull requests with full autonomous workflow. Use when the user mentions creating a PR, submitting a PR, merging changes, opening a pull request, or wants to get their changes reviewed. Also...
Organizes a flat backend directory structure into a clean, modular architecture with proper Python packages and updated import paths. Transforms a flat backend structure into a modular, organized architecture f...
Systematic approach to diagnose and resolve backend service issues including dependency conflicts, database schema mismatches, import errors, and middleware configuration problems in FastAPI applications.
分析代码质量并提供改进建议
根据文本描述生成图像（返回生成参数和预览URL）
执行网页搜索并返回结构化结果摘要
分析结构化数据并生成统计报告和可视化建议
将长文本压缩为简洁摘要，支持多种语言
Self-feedback review loop to verify implementation matches specification. Use with --mode quick/standard/thorough to control review depth. Default is thorough (3 consecutive passes). (user)
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.