PRIORITY OVERRIDE protocol. Activates when trauma/crisis/vulnerability detected. Stops all frameworks, deploys presence-only mode. Always running in background.
Scan Claude Code project logs for friction patterns — repeated failures, approach loops, tool errors, misunderstanding cycles, and stuck workflows.
Identify, analyze, and prioritize project risks using qualitative and quantitative methods. Develop mitigation strategies to minimize impact and maximize project success…
Look up current research information using the Parallel Chat API (primary) or Perplexity sonar-pro-search (academic paper searches).
Generates live campaign ad headlines and bodies across urgency, discount, social proof, testimonial, and live-now motifs.
Auto-activates when user mentions security, vulnerabilities, OWASP, or secure coding. Expert in web security including OWASP Top 10, authentication, authorization, and secure…
Help users run effective post-mortems and retrospectives. Use when someone is reviewing a project that succeeded or failed, wants to establish learning practices, is deal — from…
i-AUD MX-GRID 개발 가이드. 엑셀 기반 MX-GRID 보고서의 서버 스크립트(WorkBook/WorkSheet API), 클라이언트 스크립트(iGrid API), 예약어(이름 정의), 전용 함수(AUD_xxx), .ds 파일 구조를 안내합니다.
Expert skill for CUDA Unified Memory and memory prefetching optimization. Configure managed memory allocations, implement memory prefetch strategies, handle page fault an — from…
MATLAB and GNU Octave numerical computing for matrix operations, data analysis, visualization, and scientific computing.
Launch a Streamlit GUI for Task Master tasks.json editing. Use when users want a visual interface
Plan and execute complex features using markdown checklists. Use when the user asks to "plan a feature", "create a checklist", or "break down a task".
Load when working on member onboarding, retention strategies, feedback collection, NPS surveys, or improving the overall member journey.
Graph-based drug discovery toolkit. Molecular property prediction (ADMET), protein modeling, knowledge graph reasoning, molecular generation, retrosynthesis, GNNs (GIN, G — from…
Track real-time API cost accrual during LLM execution. Activate on 'cost tracking', 'token usage', 'API costs', 'budget monitoring', 'usage metrics'.
Use when asking "code like [expert]", "what would [expert] say", "idiomatic", "best practice", "panel", "debate", or needing domain guidance.
SEMO 도움말 및 Semicolon 팀 컨텍스트 응답 (공통 Skill). Use when (1) /SEMO:help 커맨드, (2) "도움말", "SEMO란", "어떻게 해" 키워드, (3) SEMO 사용법 질문. — from majiayu000/claude-skill-registry
Analyzes task/feature complexity (1-10) and recommends subtask breakdown for planning and prioritization.
Performing full fine-tuning (FFT) in Unsloth with 100% exact weight updates and optimized gradient checkpointing.
Integrate Vercel AI SDK applications with You.com tools (web search, AI agent, content extraction). Use when developer mentions AI SDK, Vercel AI SDK, generateText, strea — from…
Intelligent pattern selection for Fabric CLI. Automatically selects the right pattern from 242+ specialized prompts based on your intent - threat modeling, analysis, summ — from…
AIEOS (AI Entity Object Specification) is a standardization framework designed to solve the "identity crisis" currently facing AI agents.
Setup and manage Gemini CLI authentication methods including OAuth, API keys, and Vertex AI. Use when configuring Gemini access, switching auth methods, or troubleshootin — from…
Expert in building voice AI applications - from real-time voice agents to voice-enabled apps. Covers OpenAI Realtime API, Vapi for voice agents, Deepgram for transcriptio — from…
Research topics using web search and content fetching to find accurate, current information. Use when you need modern information, official documentation, best practices — from…
Comprehensive audio analysis with waveform visualization, spectrogram, BPM detection, key detection, frequency analysis, and loudness metrics.
Delegate complex tasks to OpenCode subagent, use when >=2 file modifications or batch operations — from majiayu000/claude-skill-registry
Performs enrichment analysis (GSEA-based) for metabolic pathways across different cell groups to identify significantly enriched pathways.
Draft a technical research question and send to ChatGPT for investigation — from majiayu000/claude-skill-registry
Systematic peer review toolkit. Evaluate methodology, statistics, design, reproducibility, ethics, figure integrity, reporting standards, for manuscript and grant review — from…
Expert skill for SLAM algorithm selection, configuration, and tuning. Configure visual SLAM (ORB-SLAM3, RTAB-Map), LiDAR SLAM (Cartographer, LIO-SAM), tune parameters, ev — from…
AI operational modes (brainstorm, implement, debug, review, teach, ship, orchestrate). Use to adapt behavior based on task type. — from majiayu000/claude-skill-registry
Expert guidance for building conversational AI applications with Chainlit framework in Python. Use when (1) creating chat interfaces for LLM applications, (2) building ap — from…
Analyze spatial variability of NOAA Atlas 14 precipitation frequency estimates within HEC-RAS model domains using intelligent extent-based downloading.
Fetch and summarize latest articles from RSS feeds. Creates notes with article summaries as bullet points. Use to catch up on blogs without reading everything.
Search and analyze Reddit discussions for market research, product feedback, and community insights using Xpoz.
Search the web with Exa AI — neural search, content extraction, similar page discovery, quick research with citations, and async pro research with structured output.
Enforce feature work on a dedicated git branch and submission via pull request. Use when implementing any feature, fix, or refactor so work is isolated, reviewed, and merged via…
Summarize noisy logs into likely causes and next steps. Use when a junior developer needs help interpreting logs. — from majiayu000/claude-skill-registry
Run autonomous task execution using the codex CLI. Use when the user asks to \"codex exec\", \"run codex exec\", \"execute a task with codex\", or \"delegate to codex\".
API architecture: REST design, versioning, HATEOAS, auth patterns, OpenAPI docs, gateway patterns
Coecke's Quantum Guitar: quantising guitar strings via qubit association, ZX-calculus notation, Moth Actias synth integration
Visual context analyzer for AI agents. Provides screenshots, accessibility scans, DOM snapshots, and element descriptions for web pages.
Optimize queries by selecting only required fields and avoiding N+1 problems. Use when writing queries with relations or large result sets.
API design principles and decision-making. REST vs GraphQL vs tRPC selection, response formats, versioning, pagination. — from majiayu000/claude-skill-registry
Complete mass spectrometry analysis platform. Use for proteomics workflows feature detection, peptide identification, protein quantification, and complex LC-MS/MS pipelin — from…
Experto en UX/UI que aplica leyes de diseño y mejores prácticas. Se activa cuando el usuario menciona UX, usabilidad, impacto visual, experiencia de usuario, o quiere mejorar la…
Synthesize claims across multiple sources to identify consensus, disagreements, and emerging narratives on AI research topics.
Improve CLI help, errors, and output. Use when a mid-level developer needs to make a CLI friendlier. — from majiayu000/claude-skill-registry
Search 78 public scientific, biomedical, materials science, and economic databases via REST APIs. Covers physics/astronomy (NASA, NIST, SDSS, SIMBAD), earth/environment ( — from…
Analyze user conversion funnels, calculate step-by-step conversion rates, create interactive visualizations, and identify optimization opportunities.
Browser automation using Vercel's agent-browser CLI. Use when you need to interact with web pages, fill forms, take screenshots, or scrape data.
> Generate, modify, and style React components from natural language using the Thesys SDK. Guides schema-driven UI generation, theme customisation, tool calling integration, and…
Iterative development loop methodology for autonomous AI work. Configure self-correcting coding loops that iterate until completion criteria are met, integrate with Archon for…
Expert Data Protection Officer (Datenschutzbeauftragter) with deep knowledge of EU GDPR (DSGVO), German BDSG, and ISO 27701:2025/2019 (PIMS).
Analyze a metric for statistical anomalies using z-score analysis and threshold checking. Detects spikes, drops, and trends. Use for proactive monitoring and early warning.
Fetch web pages, PDFs, and documents with automatic fallbacks and content extraction. Use when user says "fetch this URL", "download this page", "crawl this website", "ex — from…
Use when debugging API calls, checking network requests, inspecting HTTP traffic, finding failed requests, analyzing response data, or investigating API errors.
Solo(단일 페르소나), Crew(다중 페르소나), Adaptive(컨텍스트 전환) 모드를 위한 글쓰기 프로토콜. 섹션 매핑과 페르소나 조율 전략을 정의한다. 콘텐츠 생성 워크플로우를 결정하거나 다중 페르소나 콘텐츠를 조율할 때 사용한다.
Mandatory protocol that prevents AI agents from fabricating information. Forces best practice search before every action — coding, design, content, pricing, naming, architecture,…