Expert security auditor specializing in comprehensive security assessments, compliance validation, and risk management.
Automatically extract abstract finite-state models in SMV/NuSMV format from source code (C/C++, Java, Python) for formal model checking.
Systematic peer review toolkit. Evaluate methodology, statistics, design, reproducibility, ethics, figure integrity, reporting standards, for manuscript and grant review — from…
Parse and ingest pilot plans and hypotheses into structured data for downstream analysis. Use when needing to extract objectives, deliverables, timelines, or hypotheses from pilot…
Geführte Anpassung Ihres Produktrecht-Praxisprofils – eine Sache ändern ohne das gesamte Kaltstart-Interview erneut auszuführen.
Find unclaimed open source issues that match the user's skills and experience level. Searches for issues created by maintainers/org admins, checks contribution eligibility, and…
當任務涉及修改檔案、設定、資料庫或部署時觸發。當除錯連續失敗 2 次以上時觸發。當即將猜測或假設而沒有證據時觸發（「應該是」「可能是」「我覺得」「感覺是」）。當把問題推給用戶時觸發（「請你檢查」「建議您手動」「你可能需要」）。當改完東西沒有驗證就說完成時觸發。當下結論或判定根因時觸發。當有工具卻不用時觸發（有 WebSearch 不搜、有 Bash…
Hugging Face Transformers for loading Hub models, running pipeline inference, text generation, and Trainer fine-tuning on NLP, vision, audio, and multimodal tasks.
Azure AI Search SDK for Python. Use for vector search, hybrid search, semantic ranking, indexing, and skillsets.
Generate pixel art diagrams and infographics in retro 16-bit SNES aesthetic — recovery education visuals, flowcharts, data visualizations, process diagrams with dithering — from…
Elite strategies for leveraging Gemini 3.0 Pro to its maximum creative and technical potential in 2026.
Reference catalog for all running coach AI skills, shared TypeScript contracts, safety guardrails, and telemetry conventions.
REQUIRED skill for creating Loom execution plans. Designs DAG-based plans with mandatory knowledge-bootstrap and integration-verify bookends, parallel subagent execution — from…
Fastify framework patterns including routing, plugins, and decorators. Use when building Fastify APIs. — from majiayu000/claude-skill-registry
Expert React video scene component creator for educational content. Builds production-grade, visually distinctive components using framer-motion animations, pixel-precise…
Automatically documents conversations by appending to CLAUDE.local.research.md (Research) or CLAUDE.local.task.md (Task).
Comprehensive document creation, editing, and analysis with support for tracked changes, comments, formatting preservation, and text extraction.
Analyzes competitor content strategy and identifies differentiation opportunities. Use when the user asks about competitor analysis, content gaps, competitive research, or finding…
Use when reviewing storyboard outputs at any production stage (beat breakdown, beat board, sequence board, motion prompts), providing quality assurance feedback, or identifying…
Summarize PR review comments and CI failure logs into structured fix patterns (JSON output) for the learning store.
Create isolated git worktrees with smart directory selection and safety verification. Use this when starting feature work that needs isolation, parallel development, or s — from…
Design system templates and patterns for UI/UX briefs. Used by /majestic:ux-brief command.
Meta-skill for internal codebase exploration at varying depths (quick/deep/architecture) — from majiayu000/claude-skill-registry
Detect hints about unreleased AI research or capabilities from lab researcher communications. Use when analyzing tweets, posts, or interviews from people at major AI labs — from…
Debug LangChain and LangGraph agents by fetching execution traces from LangSmith Studio. Use when debugging agent behavior, investigating errors, analyzing tool calls, ch — from…
React and Next.js performance optimization guidelines from Vercel Engineering. Contains 45+ rules across 8 categories.
Current Claude AI and Claude Code capabilities, features, and limits. Consult before making claims about what Claude can or cannot do, what features exist, model availability,…
Pythonic wrapper around RDKit with simplified interface and sensible defaults. Preferred for standard drug discovery including SMILES parsing, standardization, descriptor — from…
Major index real-time quotes via Longbridge Securities — Shanghai Composite, CSI 300, ChiNext, Hang Seng, NASDAQ, S&P 500, Dow Jones and more; supports price, change, volume,…
Expert data engineer specializing in building scalable data pipelines, ETL/ELT processes, and data infrastructure.
Expert guidance on Swift 6.2 Approachable Concurrency for iOS 26+. Use when working with async/await, Tasks, actors, MainActor, Sendable, isolation domains, migrating to Swift 6,…
Use after first code change. Autonomous iteration until all quality gates pass (max 7 iterations).
Triage a security alert or case. Use when given an ALERT_ID or CASE_ID to assess if it's a real threat.
Comprehensive guide for implementing Fullstory's User Properties API (setProperties with type 'user') for web applications.
Find dead code using parallel subagent analysis and optional CLI tools, treating code only referenced from tests as dead.
Create specialized agent experts with pre-loaded domain knowledge using the Act-Learn-Reuse pattern. Use when building domain-specific agents that maintain mental models — from…
Create storefront controllers in SFRA or classic B2C Commerce patterns. Use when building pages, handling form submissions, creating AJAX endpoints, or working with serve — from…
Build production-ready multi-agent systems using OpenAI AgentKit and Agents SDK with best practices for agent orchestration, handoffs, and routines — from…
Google Gemini CLI for second opinions, architectural advice, code reviews, security audits. Leverage 1M+ context for comprehensive codebase analysis via command-line tool.
Calculate LODS (Logistic Organ Dysfunction Score) for ICU patients in MIMIC-IV. Use for organ dysfunction assessment across 6 systems with weighted scoring.
Systematically trace bugs backward through call stack to find original trigger. Use when errors occur deep in execution and you need to trace back to find the original trigger.
Frontend testing with browser automation, assertions, and visual regression. Use when testing web UIs, validating user flows, checking responsive design, form submissions, login…
Perform pairwise sequence alignment using Biopython Bio.Align.PairwiseAligner. Use when comparing two sequences, finding optimal alignments, scoring similarity, and ident — from…
聪明钱概念（SMC / ICT）信号引擎——识别 BOS（结构突破）、ChoCH（特性变化）、FVG（公允价值缺口）、订单块（Order Block）、流动性抓取，判断机构资金方向。依赖 smartmoneyconcepts 库。Triggers: "聪明钱", "SMC", "ICT", "订单块", "BOS", "ChoCH", "FVG",…
Use when building AI agents with OpenAI's Agents SDK. Triggers include creating agents, implementing tools, multi-agent handoffs, guardrails, MCP integration, tracing.
Convert PRDs to prd.json format for the Ralph autonomous agent system. Use when you have an existing PRD and need to convert it to Ralph's JSON format.
Execute coding tasks with a strict delivery workflow: build a full plan, implement one step at a time, run tests continuously, and commit by default after each step (`per_step`).
Start a structured clinical research session. Triggers on "/research", "start research", "new study", "analyze cohort", "investigate hypothesis", "research question", or when…
Execute refactoring safely with test-first verification following best practices. Takes refactoring discovery reports as input and performs incremental refactoring with continuous…
Generate text embeddings using Gemini Embedding API via scripts/. Use for creating vector representations of text, semantic search, similarity matching, clustering, and R — from…
Use when coordinating multiple AI agents and need to pick the right orchestration pattern - covers 10 patterns (fan-out, pipeline, hub-spoke, consensus, mesh, handoff, cascade,…
Build search applications using Azure AI Search SDK for JavaScript (@azure/search-documents). Use when creating/managing indexes, implementing vector/hybrid search, semantic…
Generate user demand research reports from real user feedback. Scrape and analyze feature requests, complaints, and questions from Reddit, X, and GitHub.
Implémente les Parallel Routes Next.js pour modals sans layout shifts. MANDATORY pour modals. À utiliser lors de modals, dialogs, ou quand l'utilisateur mentionne "modal",…
Search technical documentation using executable scripts to detect query type, fetch from llms.txt sources (context7.com), and analyze results.
Analyze swap compatibility and safety. Use when evaluating proposed schedule swaps to ensure they maintain ACGME compliance and operational coverage.
This SOP compares evaluated brazil-bench attempts across multiple dimensions to produce a ranked leaderboard and detailed comparison summary.
Reads man pages to find configuration options. Use when the user asks to configure an application, needs to find a config option, or asks "how do I make X do Y" for a CLI tool or…
Understand network protocols in the style of W. Richard Stevens, author of TCP/IP Illustrated. Emphasizes deep protocol understanding through packet analysis, layered thinking,…
Autonomous feature development loop. Executes complete 9-phase cycle (Interview -> Think Critically -> Plan -> Branch -> Implement -> Verify -> PR -> Merge -> Wrap-Up) with…