AIEOS (AI Entity Object Specification) is a standardization framework designed to solve the "identity crisis" currently facing AI agents.
Search scientific papers and retrieve structured experimental data extracted from full-text studies via the BGPT MCP server.
当用户要求"微信监听"、"消息提取"、"Agent 开发"、"wxauto"、"Accessibility API"、"UI 自动化"、"输入框控制"、"Platform Agent"，或者提到"微信自动化"、"消息监控"、"WeChat monitoring"时使用此技能。用于开发 WeReply 的 Platform Agent（Wi — from…
Run Codex CLI, Claude Code, OpenCode, or Pi Coding Agent via background process for programmatic control. — from majiayu000/claude-skill-registry
Wave methodology knowledge for the buddy agent — what each wave does, its inputs and outputs, and how to route questions.
End-to-end outbound prospecting: detect intent signals, research companies, find decision-maker contacts, personalize messaging, launch campaign.
LSP 優先開發策略工具。用於：(1) 查詢 LSP 操作指令, (2) 配置新語言 LSP 插件, (3) LSP vs MCP 工具選擇決策, (4) 自建 LSP 插件指南
Comprehensive China A-share stock analysis covering fundamental analysis, technical analysis, policy impact assessment, and market-specific features (T+1 trading, price l — from…
AI Agent 成本工程 — 基於 Claude Code 的成本追蹤、prompt cache 最佳化、token 預算控制逆向分析。Use when: 優化 token 消耗、設計成本控制機制、分析 cache 效率、選擇模型配置。
Build Retrieval-Augmented Generation (RAG) systems for LLM applications with vector databases and semantic search.
Expert in designing effective prompts for LLM-powered applications. Masters prompt structure, context management, output formatting, and prompt evaluation.
기획 문서 정합성 검증 스킬. 화면 정의서, DB 정의서, 프로젝트 기획서, API 계약서 간의 일관성을 검사합니다. 사용 시기: (1) 문서 수정 후 정합성 확인 (2) 새 화면/기능 추가 후 누락 확인 (3) 전체 문서 리뷰 시 (4) /validate-docs 호출 시 — from…
Show users how Continuous Claude works - the opinionated setup with hooks, memory, and coordination
Provides rules and patterns for drawing machine-based tower visuals using p5.js primitives. Use when designing or modifying tower rendering to use geometric shapes instead of…
For paid lead-gen and participant-recruitment ads, replaces vanity CPA with true CAC per qualified lead by joining ad-platform data with downstream funnel events, surfaces…
Details on the Retrieval Augmented Generation pipeline, Ingestion, and Vector Search. — from majiayu000/claude-skill-registry
Use free SearXNG web search APIs for agent-friendly, privacy-first, and high-volume search tasks.
LiteLLM-RS Routing Architecture. Covers 7 routing strategies, lock-free design with DashMap, health-aware selection, fallback chains, and load balancing.
Generates images and text via reverse-engineered Gemini Web API. Supports text generation, image generation from prompts, reference images for vision input, and multi-tur — from…
Master effective prompting techniques for Claude Code. Use when learning prompt patterns, improving task descriptions, optimizing Claude interactions, or troubleshooting — from…
Conduct market research on competition and customers. Use when the user says "create a market research report about [business idea]".
Analyzes current or recent session for errors, inefficiencies, and improvement opportunities across skills, tools, hooks, and communication.
Complete SDK for controlling Reachy Mini robot - head movement, antennas, camera, audio, motion recording/playback.
Integrate external REST and GraphQL APIs with proper authentication (Bearer, Basic, OAuth), error handling, retry logic, and JSON schema validation.
Analyze skin health data, identify skin problem patterns, assess skin health status. Supports correlation analysis with nutrition, chronic diseases, and medication data.
REST API design principles and best practices. Use when designing API endpoints, request/response schemas, versioning, error formats, or reviewing API design.
Expert performance monitor specializing in system-wide metrics collection, analysis, and optimization.
Phaser 3 테트리스 게임 개발 스킬. 테트리스 가이드라인(SRS, Wall Kick, 7-Bag)을 준수하여 구현한다. context7 MCP로 최신 Phaser API를 조회하고, 공식 테트리스 위키를 참고한다. — from majiayu000/claude-skill-registry
Use when user has complex multi-agent workflows, needs to coordinate sequential or parallel agent execution, wants workflow visualization and control, or mentions automating…
Create a Technology Evaluation Pack (problem framing, options matrix, build vs buy, pilot plan, risk review, decision memo).
Audit an app's onboarding flow against the "Onboarding Done Right" checklist. Customizes the generic checklist for the app's purpose and audience, then audits actual code using…
Summarizes git commits for specified users over a given time period and generates markdown reports — from majiayu000/claude-skill-registry
Add new metrics to HTTPArchive reports config. USE FOR adding performance metrics, adoption/percentage metrics, or custom metric analysis from crawl data.
Executa loops autonomos de desenvolvimento via tecnica Ralph Wiggum. Usar quando: (1) Iniciar loop Ralph na sessao atual, (2) Usuario diz "/ralph-loop", (3) Explicar a tecnica…
Search PubMed with veterinary-specific filters and MeSH terms to find relevant animal health research. Handles the sparse, multi-species nature of veterinary literature.
Architectural style selection decision matrices, trade-off analysis, structural enforcement rules, and combination patterns. Load when choosing or evaluating architecture styles.
AI 패턴 제거, 전지적 저자 시점, 체계적 인용을 통한 고품질 한국어 글쓰기 표준. 금지 어휘, 문장 종결 규칙, 어휘 다양화 전략을 정의한다. 콘텐츠를 작성하거나 검토하거나 품질을 검증할 때 사용한다. — from majiayu000/claude-skill-registry
Auto-loads when CLAUDE_CODE_IS_TEAM_LEAD environment variable is set. Provides guidance for spawned team-leads on monitoring teammates, handling consults, assigning tasks, and…
Tiefenanalyse eines Problems gemäß der OBERSTEN DIREKTIVE. Verfolgt den vollständigen Datenfluss React-View→tauri-api.ts→invoke→commands/→ps.rs und identifiziert die…
Tools and techniques for detrending time series data in macroeconomic analysis. Use when working with economic time series that need to be decomposed into trend and cyclical…
ML Engineer role: LLM APIs (OpenAI, Claude, Gemini), embeddings, RAG pipelines, fine-tuning, LangChain, LlamaIndex, vector databases (Pinecone, Chroma, Weaviate), prompt…
Deep Agents CLI reference and usage guide. Use when the user wants to: (1) Launch or configure the deepagents terminal coding assistant, (2) Set up interactive or non-int — from…
Generate Playwright configuration files for cross-browser E2E testing. Triggers on "create playwright config", "generate playwright configuration", "playwright setup", "browser…
Central authority for managing Claude Code user configuration directories (~/.claude/ and ~/.claude.json).
Microsoft 365 Agents SDK for Python. Build multichannel agents for Teams/M365/Copilot Studio with aiohttp hosting, AgentApplication routing, streaming responses, and MSAL — from…
Time series forecasting with ARIMA, Prophet, LSTM, and statistical methods. Activates for "time series", "forecasting", "predict future", "trend analysis", "seasonality", "ARIMA",…
Run thesis experiments from ideation through publication. Use when brainstorming research questions, writing specs, executing experiments, or polishing for thesis.
Interactive workspace discovery - learn what tools, workflows, agents, and hooks are available — from majiayu000/claude-skill-registry
High-resolution Playwright-based screenshot capture skill that takes full-page screenshots of any URL with optimized settings for quality and reliability
Transform raw data into compelling narratives that drive decisions and inspire action. — from majiayu000/claude-skill-registry
Personal AI Infrastructure core. AUTO-LOADS at session start. The authoritative reference for how the PAI system works, how to use it, and all system-level configuration — from…
Performing full fine-tuning (FFT) in Unsloth with 100% exact weight updates and optimized gradient checkpointing.
Navigate Mind Palace to query entity knowledge about codebase subsystems. Use when understanding architecture, exploring how systems work, or checking for hazards/gotchas before…
Extract methylation calls from Bismark BAM files using bismark_methylation_extractor. Generates per-cytosine reports for CpG, CHG, and CHH contexts.
Archiva tareas completadas de TASKS.md a TASKS-DONE.md. Usar automáticamente cuando TASKS.md tenga muchas tareas completadas o supere 20K tokens.
Summarize long Isabelle or Coq proof scripts into high-level logical steps and reasoning flow. Use when users need to: (1) Understand the structure of a complex proof, (2)…
Use when complex problems require systematic step-by-step reasoning with ability to revise thoughts, branch into alternative approaches, or dynamically adjust scope.
StudioJinsei用Nanobanana画像生成Skill。Google Gemini APIを使用してロゴ、コトネちゃん、サイトビジュアル等を生成します。 — from majiayu000/claude-skill-registry-data
Navigate, analyze, and modify codebases using LSP semantic navigation. Use when user needs code refactoring, bug fixing, feature implementation, code analysis.
Terraform/Terragrunt のバージョンを管理する。「terraform バージョン」「tfenv」「tgswitch」「tf バージョン切り替え」「terraform インストール」「バージョン確認」「tf version」「terraform 1.5 にして」「tg バージョン」などで起動。 — from…