papi-ask
Query papers using RAG (PaperQA2 or LEANN). Use when user needs synthesized answers from papers, asks "what does paper X say about Y", or needs cited responses.
papi-compare
Compare papers for a decision. Use when user asks "which paper should I use", "compare approaches", or needs to choose between methods/algorithms.
papi-curate
Create project notes from papers. Use when user wants to document paper findings, create implementation notes, or summarize papers for a project.
papi-ground
Ground responses in paper excerpts with citations. Use when user wants cited claims, quotes, or needs to avoid hallucination about paper content.
papi-init
Setup paperpipe agent integration. Use when user wants to add papi to a project's CLAUDE.md/AGENTS.md or initialize paper support.
papi-verify
Verify code against paper. Use when user asks "does this match the paper", "check my implementation", or is implementing equations/algorithms from literature.
outlook-automation
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brainstorming-ideas
Brainstorm ideas and stress-test draft plans before coding. Use when
browser-automation
'Browser automation for rendered UI exploration, validation, screenshots,
cleanup-git
Remove merged local branches and stale git worktrees. Use when the user
committing-code
Create normal git commits with logical grouping. Use when committing,
configuring-git-hygiene
'Configure safe git workflow hygiene: pre-commit/pre-push hooks, Gitleaks
deploying-infra
Validate infrastructure changes and, after explicit confirmation, apply
documenting-code
Create or update human-facing docs, agent-facing instructions, architecture
fixing-code
Fix code defects with a reproducible feedback loop, root-cause diagnosis,
improving-tests
Improve test design, speed, and coverage with behavior-focused tests,
looking-up-docs
Find exact, version-correct library/API/framework docs through one lookup
operating-infra
Author, inspect, troubleshoot, and review infrastructure across IaC,
playwright-skill
Support-only Playwright runtime/reference for browser-automation — dev-server
refactoring-code
Batch behavior-preserving refactors for multi-file, repeated-pattern,
researching-web
Web research via platform web tools. Use for technical comparisons, current-state
reviewing-code
Use when reviewing changed code, PRs, diffs, or specific files. Finds
spec-flow
Use when planning, executing, checkpointing, finishing, or inspecting
using-git-worktrees
Creates isolated git worktrees for parallel development. Use when starting
writing-csharp
Idiomatic C# /.NET development. Use when writing C# code, changing `.csproj`
writing-go
Idiomatic Go development. Use when writing Go code, designing APIs, reviewing
writing-java-kotlin
Idiomatic modern Java and Kotlin JVM development. Use when writing `.java`,
writing-python
Idiomatic Python 3.12+ development. Use when writing Python code, CLI
writing-rust
Idiomatic Rust development. Use when writing Rust code, Cargo crates/workspaces,
writing-shell
Idiomatic shell development for POSIX sh, Bash, Zsh, Fish, hooks, CI
writing-typescript
Idiomatic TypeScript development. Use when writing TypeScript code, Node.js
writing-web
Simple web development with HTML, CSS, JS, and HTMX. Use when working
book-sft-pipeline
End-to-end system for creating supervised fine-tuning datasets from books and training style-transfer models. Covers text extraction, intelligent segmentation, synthetic instruction generation, Tinker-compatible output, LoRA training, and validation.
context-compression
Design and evaluate context compression strategies for long-running agent sessions. Use when agents exhaust memory, need to summarize conversation history, or when optimizing tokens-per-task rather than tokens-per-request.
evaluation
Build evaluation frameworks for agent systems. Use when testing agent performance, validating context engineering choices, or measuring improvements over time.
project-development
Design and build LLM-powered projects from ideation through deployment. Use when starting new agent projects, choosing between LLM and traditional approaches, or structuring batch processing pipelines.
tool-design
Design tools that agents can use effectively, including when to reduce tool complexity. Use when creating, optimizing, or reducing agent tool sets.
fabric-cli
Use Microsoft Fabric CLI (fab) to manage workspaces, semantic models, reports, notebooks, lakehouses, and other Fabric resources via file-system metaphor and commands. Use when deploying Fabric items, running jobs, querying data, managing OneLake files, or automating Fabric operations. Invoke this skill automatically whenever a user mentions the Fabric CLI, fab, or Fabric.
algorithmic-art
Creating algorithmic art using p5.js with seeded randomness and interactive parameter exploration. Use this when users request creating art using code, generative art, algorithmic art, flow fields, or particle systems. Create original algorithmic art rather than copying existing artists' work to avoid copyright violations.
alma-skill-sync
用于同步 Alma 技能到斜杠命令（Prompts）列表。当用户新增技能、修改技能名称或需要清理无效的快捷指令时使用。
artifacts-builder
Suite of tools for creating elaborate, multi-component claude.ai HTML artifacts using modern frontend web technologies (React, Tailwind CSS, shadcn/ui). Use for complex artifacts requiring state management, routing, or shadcn/ui components - not for simple single-file HTML/JSX artifacts.
brand-guidelines
Applies Anthropic's official brand colors and typography to any sort of artifact that may benefit from having Anthropic's look-and-feel. Use it when brand colors or style guidelines, visual formatting, or company design standards apply.
canvas-design
Create beautiful visual art in .png and .pdf documents using design philosophy. You should use this skill when the user asks to create a poster, piece of art, design, or other static piece. Create original visual designs, never copying existing artists' work to avoid copyright violations.
daily-ai-workflow-analyzer
AI深度分析语音记录，揭示行为模式、认知偏见和战略盲点。不只是数据汇总，而是直击本质的战略洞察和否定性指导。提取可沉淀的核心原则和工作偏好，构建个人工作模式知识库。
designprompt
AI驱动的设计系统构建器。基于项目特征智能推荐最合适的设计风格（从30+专业设计系统中选择），或使用用户指定的风格。自动应用完整的设计系统规范（颜色、字体、组件、动效等）来实现界面。
doc-coauthoring
Guide users through a structured workflow for co-authoring documentation. Use when user wants to write documentation, proposals, technical specs, decision docs, or similar structured content. This workflow helps users efficiently transfer context, refine content through iteration, and verify the doc works for readers. Trigger when user mentions writing docs, creating proposals, drafting specs, or similar documentation tasks.
docx
Comprehensive document creation, editing, and analysis with support for tracked changes, comments, formatting preservation, and text extraction. When Claude needs to work with professional documents (.docx files) for: (1) Creating new documents, (2) Modifying or editing content, (3) Working with tracked changes, (4) Adding comments, or any other document tasks
downloads-organizer
Automatically organize and clean up downloads folder by categorizing files, removing duplicates, and optimizing storage space
frontend-design
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 avoids generic AI aesthetics.
gemini-gen
Generates images using Google's Gemini model. Prioritizes standard resolution to save quota. Automatically opens images on macOS.
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