javascript
Write modern JavaScript with ES6+, async patterns, and Node.js. Use for JS development, async debugging, or optimization.
Reads Mail.app inboxes from all accounts, identifies actionable items, and adds reminders to Reminders.app with deduplication. Use when user asks to check email, process mail, or wants a mail summary. Trigger on "/mail", "check my mail", "email summary".
manuscript
Guide medical manuscript writing with argumentation-driven structure, section-by-section best practices, and sentence-level craft. Use when writing, revising, or reviewing original research manuscripts for biomedical journals, or when a draft reads flat or reviewer comments cite structural issues.
map
Generate semantic codebase symbol map for precise code navigation. Use when starting work on unfamiliar codebase, before refactoring, or when you need to understand where classes/functions/interfaces are defined instead of using rg text-matching.
meta-manuscript-assembly
Assemble publication-ready meta-analysis manuscripts with tables, figures, and references. Use when completing systematic review/meta-analysis manuscripts for journal submission.
ml-engineer
Implement ML pipelines, model serving, and feature engineering. Use for ML model integration or production deployment.
network
Debug network connectivity, configure load balancers, and analyze traffic. Use for connectivity issues, network optimization, or protocol debugging.
perf
Profile applications, optimize bottlenecks, and implement caching. Use for performance issues or optimization tasks.
poker-player
Play Texas Hold'em poker as an AI agent. Use when joining a poker game, making betting decisions, or analyzing opponents.
prime
Load context for a new agent session by analyzing codebase structure and README. Use when starting a new session or needing to understand an unfamiliar codebase.
prisma-check
Use when auditing a systematic review or meta-analysis manuscript against the PRISMA 2020 checklist. Triggers on systematic reviews, meta-analyses, pooled analyses, forest plots, search strategies, or study selection flow diagrams.
prompt-engineer
Optimize prompts for LLMs and AI systems. Use when building AI features, improving agent performance, or crafting system prompts.
publish-the-skill
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python
Write idiomatic Python with advanced features. Use for Python development, refactoring, or optimization.
qing
Qing dynasty court roleplay mode. Activates imperial court persona for all agent responses. Use when user wants to enable court roleplay, mentions qing, or wants a fun imperial Chinese tone.
quarto-book
Generate Quarto Book project structure with chapters, configuration, and output settings. Use when user wants to create a book, multi-chapter document, technical manual, or asks about Quarto book setup.
quicktype
Generate TypeScript types from JSON files using quicktype CLI. Use when user wants to create types/interfaces from JSON data, API responses, or config files.
refactor
Refactor code for quality, reduce technical debt, and improve maintainability. Use for cleanup tasks and code improvements.
repo-init
Initializes a public GitHub repo with CITATION.cff, citation.bib, LICENSE (MIT), AMA+APA CSL files, README.md with badges and citation block, and gh repo description. Use when creating a new repo, setting up project metadata, or when user mentions "repo init", "badges", "citation", "CITATION.cff", or "license setup".
research-plan-implement
Enforces a three-phase RPI workflow (Research, Plan, Implement) for code changes. Use when tackling non-trivial features, refactors, or bug fixes in medium-to-large codebases to prevent context waste and ensure correctness over speed.
retro
Review the current Claude Code session conversation. Extracts only human-readable content (user prompts and agent prose responses, skipping tool calls and tool results), then produces a structured retrospective report covering accomplishments, efficiency improvements, English corrections, learning recommendations, and CLAUDE.md suggestions. Use when the user asks to review, retrospect, or summarize the session — especially at the end of a work session.
rust
Write idiomatic Rust with ownership, lifetimes, and traits. Use for Rust development, memory safety, or systems programming.
sc
Unified SuperClaude workflow skill with subcommands for analysis, building, documentation, git, implementation, and more. Use for any structured development workflow.
scientific-figure-assembly
Assemble multi-panel scientific figures with panel labels (A, B, C) at publication quality (300 DPI) using R. Use when combining individual plots into journal-ready figures.
zettel
Converts narrative medical text into Pocket Medicine bullet-style notes with proper abbreviations, then modularizes sections exceeding 20 lines into linked standalone files.
search
Expert web research with advanced search techniques. Use for deep research, information gathering, or fact verification.
security
Security audits, vulnerability detection, and secure coding. Use for security reviews, auth implementation, or OWASP compliance.
skill-gen
Generates new Claude Code skills with proper structure and best practices. Use when user asks to create a new skill, slash command, or wants to automate a workflow. Guides through requirements gathering, structure generation, and validation.
slidev
Create and present web-based slides for developers using Markdown, Vue components, code highlighting, animations, and interactive features. Use when building technical presentations, conference talks, or teaching materials.
sql
Write SQL queries, optimize execution plans, and design schemas. Use for query optimization, complex joins, or database design.
strobe-check
Use when auditing an observational study manuscript (cohort, case-control, or cross-sectional) against the STROBE checklist. Triggers on retrospective studies, hospital data, registry/database studies like TCGA, SEER, NHIRD, or any non-randomized clinical research.
test-auto
Create test suites with unit, integration, and e2e tests. Use when setting up tests, improving coverage, or when user asks about testing.
tripod-check
Use when auditing a prediction model or clinical AI manuscript against the TRIPOD+AI checklist. Triggers on prediction models, prognostic scores, diagnostic models, machine learning clinical tools, risk calculators, AUC/c-statistic reporting, or AI-assisted clinical decision support.
update-dev-docs
Update dev docs before session compaction to capture progress. Use before compacting conversation, ending sessions, or switching tasks.
vale
Runs Vale prose linter on markdown/text files and auto-fixes issues. Use when the user asks to lint, proofread, or improve writing quality of markdown or text files.
vm-docker
Use when deploying Docker services on the local VM (hostname: vm, Pop!_OS) with Traefik reverse proxy and Homepage dashboard. Covers crane image workflow, Traefik file-provider registration, Homepage services.yaml entries, and compose templates on the traefik-proxy network.
review
周期性复盘分析。当用户说"复盘"、"回顾"、"验证"、"总结"、"这周怎么样"时使用此skill。
trade
记录交易操作。当用户说"买了"、"卖了"、"加仓"、"减仓"、"清仓"、"今天没操作"、"记录交易"时使用此skill。
committee
多模型投资委员会。当用户说"开会"、"投资委员会"、"多模型分析"、"让三个模型一起看看"时使用此skill。
scan
市场扫描与标的推荐。当用户说"有什么机会"、"推荐"、"扫描市场"、"找标的"、"看看AI/半导体/新能源"时使用此skill。
analyze
个股深度分析。当用户说"分析XX"、"看看XX怎么样"、"XX值得买吗"、"研究一下XX"时使用此skill。
brief
生成每日投资简报。当用户说"简报"、"今日市场"、"持仓分析"、"操作建议"时使用此skill。
xiaohongshu-cover-generator
Generate Xiaohongshu (小红书) style cover images based on user topics. Use when the user wants to create a social media cover image in Xiaohongshu style, or mentions keywords like "小红书封面", "Xiaohongshu cover", "封面生成", or provides a topic for cover image generation. The generated image will be saved to the current project directory.
chuinb
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letta-development-guide
Comprehensive guide for developing Letta agents, including architecture selection, memory design, model selection, and tool configuration. Use when building or troubleshooting Letta agents.
letta-configuration
Configure LLM models and providers for Letta agents and servers. Use when setting model handles, adjusting temperature/tokens, configuring provider-specific settings, setting up BYOK providers, or configuring self-hosted deployments with environment variables.
extracting-pdf-text
Extract text from PDFs for LLM consumption. Use when processing PDFs for RAG, document analysis, or text extraction. Supports API services (Mistral OCR) and local tools (PyMuPDF, pdfplumber). Handles text-based PDFs, tables, and scanned documents with OCR.
letta-api-client
Build applications with the Letta API — a model-agnostic, stateful API for building persistent agents with memory and long-term learning. Covers SDK patterns for Python and TypeScript. Includes 24 working code examples.
google-workspace
Connect to Gmail and Google Calendar via OAuth 2.0. Use when users want to search/read emails, create drafts, search calendar events, check availability, or schedule meetings. Triggers on queries about email, inbox, calendar, schedule, or meetings.
ai-news
Fetch and summarize recent AI news from curated RSS feeds (Hugging Face, VentureBeat, The Verge, OpenAI, Anthropic, DeepMind, etc.) and YouTube channels (Yannic Kilcher, Two Minute Papers, AI Explained, etc.). Also fetches full transcripts for specific YouTube videos. Use when the user asks about recent AI news, what's happened in AI lately, summaries of AI research or product announcements, or wants a digest of what's going on in the AI space.
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