Calculate readability scores (Flesch-Kincaid, Gunning Fog, SMOG) and grade levels for text. Analyze writing complexity and get improvement suggestions.
Recall the reasoning behind a past change by locating the Claude Code transcript that produced it. Use when the user asks to \"recall reasoning\", \"find reasoning\", \"l — from…
Build data pipelines, AI systems, and machine learning models with Python. USE THIS for data processing, model training, LLM integration, RAG systems, NLP, vector databases,…
Intelligent entry point for all tasks. Interviews, triages, and routes. Use when starting any non-trivial work, when user says 'build me', 'new project', 'help me', '/interview',…
SatelliteToolboxLegendre.jl for computing associated Legendre functions and derivatives. Use when working with spherical harmonics, gravity field expansions, or geomagnetic field…
Quantum computer music composition and performance using quantum circuits, ZX-calculus notation, and quantum instruments
Create a research plan with parallel investigation tasks. Use when exploring a topic, analyzing external code, or gathering information to inform an implementation plan.
Build multi-agent AI systems with CrewAI. Create autonomous agents with roles, tools, and collaborative workflows.
Debug and resolve complex hydration mismatches that cause UI thrashing and content layout shifts. — from majiayu000/claude-skill-registry
Integrate external REST and GraphQL APIs with proper authentication (Bearer, Basic, OAuth), error handling, retry logic, and JSON schema validation.
Production observability with tracing, OpenTelemetry, and Prometheus metrics including structured logging, instrumented functions, distributed tracing, health checks, and request…
Comprehensive IEEE PES paper review for Physics-Guided SSL GNN power grid research. Use when reviewing paper sections, checking claims against evidence, validating physics…
Verwandelt den Agenten in einen professionellen MV3-Architekten und Entwickler mit Fokus auf AI-Integration, Sicherheit, Performance, Testing und Publishing-Compliance.
Interact with Safari browser tabs, reading list, bookmarks, and history via AppleScript. Use when the user asks to analyze, organize, summarize, deduplicate, close, export, or…
Optimize Apache Spark jobs with partitioning, caching, shuffle optimization, and memory tuning. Use when improving Spark performance, debugging slow jobs, or scaling data — from…
Provides Spring Boot MCP server patterns that create Model Context Protocol servers with Spring AI by defining tool handlers, exposing resources, configuring prompt templ — from…
Automated tooling and detection patterns for JavaScript/TypeScript code quality review
Creates, edits, updates, or modifies Claude Code custom agents (subagents). Use when user asks to create agent, edit agent, update agent, subagent.
Expert sales engineer specializing in technical pre-sales, solution architecture, and proof of concepts.
Amazon Bedrock Agents for building autonomous AI agents with foundation model orchestration, action groups, knowledge bases, and session management.
Spectral similarity and compound identification for metabolomics. Use for comparing mass spectra, computing similarity scores (cosine, modified cosine), and identifying u — from…
3D 환경에서 사용하는 자기완결 컴포넌트를 생성합니다. 페이지에 의존하지 않고 스스로 데이터를 fetch하며, Shadow DOM 팝업을 사용합니다. Use when creating 3D asset components, self-contained components with datasetInfo, or…
Select and optimize embedding models for semantic search and RAG applications. Use when choosing embedding models, implementing chunking strategies, or optimizing embeddi — from…
Execute research experiments using TDD methodology. Pops plans from .claude/plans/research_tasks/, implements with smoke/unit/integration tests, and documents results to…
Comprehensive Claude Code telemetry via 10 hooks capturing sessions, conversations, tools, subagents, context, permissions, and repository analytics.
Implement API rate limiting strategies using token bucket, sliding window, and fixed window algorithms.
Microsoft Work IQ MCP integration for querying M365 data (emails, meetings, Teams, documents) with natural language.
Workflow 1.5: Bridge between idea discovery and auto review. Reads EXPERIMENT_PLAN.md, implements experiment code, deploys to GPU, collects initial results.
Browser automation, debugging, and performance analysis using Puppeteer CLI scripts. Use for automating browsers, taking screenshots, analyzing performance, monitoring ne — from…
Use when lua coroutines for cooperative multitasking including coroutine creation, yielding and resuming, passing values, generators, iterators, asynchronous patterns, state…
Find emails, phone numbers, and enrich profiles using ContactOut. LinkedIn enrichment, people search, company enrichment, and batch operations.
Vercel deployment, edge functions, environment configuration, and preview deployments.
Fast code operations using Serena MCP (1-3s) for symbol search, memory read/write, and basic code editing in LoRAIro project
Manages GitLab commits. Use for listing, creating, reverting, or querying commit details/diffs/comments. Triggers: commit history, changes, reversions.
Harbor framework for agent evaluation. Use when: (1) Running harbor commands (harbor run, harbor tasks check), (2) Creating/validating SkillsBench tasks, (3) Understandin — from…
Visualize copy number profiles, segments, and compare across samples. Create publication-quality plots of CNV data from CNVkit, GATK, or other callers.
CareMatch 개발 로그 작성. 작업 내용을 날짜별로 기록하고 프로젝트 상태를 업데이트합니다. 사용법 - "개발 로그 작성해줘", "오늘 작업 기록해줘", "프로젝트 상태 업데이트해줘 — from majiayu000/claude-skill-registry
Transform AI agents from task-followers into proactive partners that anticipate needs and continuously improve.
Sortiert Bescheide, Beurteilungen, Ausschreibungen, Auswahlvermerke, Personalaktenauszüge, ärztliche Gutachten, Beihilfebescheide und Disziplinarakten.
Phrack magazine article analysis, binary exploitation, vulnerability research, exploit development, Use-After-Free (UAF), heap exploitation, ROP chain, GDB debugging, pwntools,…
Create story examples for components. Use when writing stories, creating examples, or demonstrating component usage. — from majiayu000/claude-skill-registry
Select and optimize embedding models for semantic search and RAG applications. Use when choosing embedding models, implementing chunking strategies, or optimizing embeddi — from…
Set up babysitter for yourself. Guides you through onboarding — installs dependencies, interviews you about your specialties and preferences, builds your user profile, an — from…
Unreal 引擎源码学习和插件开发 Skill - 通过学习 Unreal 源码，参考官方实现来开发自己的插件功能或修改引擎。支持网络搜索、源码分析、代码生成、自动编译和迭代修复。【强制规则】所有 Unreal 项目编译必须且只能通过本 Skill 的 compile.bat 脚本执行，绝对禁止使用任何其他方式（如直接调用…
Use when designing prompts for LLMs, optimizing model performance, building evaluation frameworks, or implementing advanced prompting techniques like chain-of-thought, fe — from…
Summarize PR review comments and CI failure logs into structured fix patterns (JSON output) for the learning store.
Implement real-time streaming UI patterns for AI chat applications. Use when adding response lifecycle handlers, progress indicators, client effects, or thread state sync — from…
Send SMS messages with Azure Communication Services SMS Java SDK. Use when implementing SMS notifications, alerts, OTP delivery, bulk messaging, or delivery reports.
Ultra-compressed communication mode. Cuts token usage ~75% by speaking like caveman while keeping full technical accuracy.
Process YouTube videos into summarized Obsidian notes. Use when given a YouTube URL to summarize, extract insights, or turn videos into notes.
Step-by-step guide for building goal-driven agents. Qualifies use cases first (the good, bad, and ugly), then creates package structure, defines goals, adds nodes, connec — from…
Constraint-based metabolic modeling (COBRA). FBA, FVA, gene knockouts, flux sampling, SBML models, for systems biology and metabolic engineering analysis.
Paid research assistant with real-time web search. Use when user asks "what's the latest", "current pricing for", "recent news about", "search the web for", "fact check this",…
Interactive debugging companion for Hive agents - identifies runtime issues and proposes solutions
Intelligent project persona identification using priority chain detection with LLM and heuristic fallback
[DEPRECATED] Use /research skill with Zai MCP instead - Optimal patterns for MiniMax MCP tools
Compute rolling 6h/1D correlations and betas vs BTC from local OHLCV CSVs, plus 4H CoC and 1H VWAP status. Use when the user requests rotation eligibility or structure checks.
A project-aware DSP engineer that executes the 4-Phase Z-Plane Replacement Plan. It holds the full architectural roadmap in memory and enforces H-Chip/Fixed-Point constraints…
Systematic peer review toolkit. Evaluate methodology, statistics, design, reproducibility, ethics, figure integrity, reporting standards, for manuscript and grant review — from…
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…