When the user wants decision support systems, recommendation engines, or prescriptive analytics. Also use when the user mentions "decision optimization," "recommendation system,"…
Comprehensive Claude Code telemetry via 10 hooks capturing sessions, conversations, tools, subagents, context, permissions, and repository analytics.
Assess non-functional requirements across 6 quality categories (Security, Performance, Reliability, Maintainability, Scalability, Usability) with measurable criteria,…
Guide creation of minimum viable agentic layer for a codebase. Use when starting agentic coding in a new project, bootstrapping essential components, or creating the minimal…
Official Mistral AI TypeScript SDK patterns — client setup, chat completions, streaming, function calling, structured outputs, embeddings, vision, Codestral FIM, and prod — from…
Analyze standards compliance by interpreting the standards's intent, verifying that implementation and RTD satisfy every decision, and producing a dated gap report with only…
Implements API rate limiting using token bucket, sliding window, and Redis-based algorithms to protect against abuse.
Uses the Vibesafe MCP server to scan, compile, test, save, diff, and report status for Vibesafe units.
Generates dual responses: a standard 'ChatGPT' reply and an unrestricted 'DAN' reply. The DAN persona is opinionated, acts as a friend, and ignores constraints.
Grafix の組み込み primitive/effect を「薄いカード」形式で参照するためのカタログ。作品制作中に「何がある？」「この表現に合う op は？」を素早く探索する用途。`references/api.md` は `scripts/build_catalog.py` の自動生成を正とする。
Proof General + Narya: Higher-dimensional type theory proof assistant with observational bridge types for version control.
Decision framework for choosing between regex and LLM when parsing structured text — start with regex, add LLM only for low-confidence edge cases.
L3 Worker. Analyzes single pattern implementation, calculates 4 scores (compliance, completeness, quality, implementation), identifies gaps and issues.
Meta-prompting system for dynamic prompt generation using templates, standards, and patterns. USE WHEN meta-prompting, template generation, prompt optimization, or progra — from…
Review UI code for Web Interface Guidelines compliance. Use when asked to "review my UI", "check accessibility", "audit design", "review UX", or "check my site against be — from…
Create/update .agent/constitution.md. Use when commands/boundaries/constraints must be confirmed before baseline or code changes.
Use Exa for web/code/company research (web_search_exa / get_code_context_exa / company_research_exa), with parameters and examples; trigger when online search or parameter checks…
Production-grade AI architecture patterns for enterprise - security, governance, scalability, and operational excellence — from majiayu000/claude-skill-registry
Advanced options strategy framework via Longbridge — volatility surface concepts (SABR/local vol), dynamic Delta hedging, calendar spread, diagonal spread, volatility arbitrage…
Automatically intercepts and optimizes prompts using the prompt-learning MCP server. Learns from performance over time via embedding-indexed history.
Parse ebooks, extract concepts and entities with citation traceability, classify by type/layer, and synthesize across book collections. — from majiayu000/claude-skill-registry
Use Exa (exa.ai) Search API to search the web and return structured results (title/url/snippet/text) via a local Node script.
Research current best practices for any technology, pattern, or coding standard. Use when asking about best practices, conventions, coding standards, recommended approaches, or…
Use when writing unit/integration tests for Vite projects - provides Vitest configuration, test APIs, mocking patterns, and coverage setup
Executa consultas analiticas SQL no banco de dados via linguagem natural. Use para perguntas ad-hoc sobre rankings, agregacoes, distribuicoes, tendencias, cruzamentos de tabelas.
Deep codebase exploration and synthesis using parallel task agents with dynamic planning. Use when asked for "deep analysis", "analyze codebase", "explore and analyze",…
Generate pixel art diagrams and infographics in retro 16-bit SNES aesthetic — recovery education visuals, flowcharts, data visualizations, process diagrams with dithering — from…
Get a deep critical review of research from Gemini via gemini-review MCP. Use when user says \"review my research\", \"help me review\", \"get external review\", or wants critical…
Update naming and documentation references across the Claude Pilot codebase. Use when renaming features, updating descriptions, changing terminology, or ensuring consiste — from…
Export Google Docs and Google Sheets (spreadsheets) to Markdown files or stdout. Use when asked to fetch, download, or ingest Google Docs/Sheets content for summarization,…
深度调研的多Agent编排工作流：把一个调研目标拆成可并行子目标，用 Claude Code 非交互模式（`claude -p`）运行子进程；联网与采集优先使用已安装的 skills，其次使用 MCP 工具；用脚本聚合子结果并分章精修，最终交付"成品报告文件路径 +…
Implement RAG systems using Weaviate vector database. Use when building semantic search, document retrieval, or knowledge base systems.
Comprehensive Supabase integration covering authentication, database operations, realtime subscriptions, storage, and MCP server patterns for building production-ready backends…
Generate Japanese PowerPoint presentations using python-pptx with proper fonts (游ゴシック/Meiryo), business layouts, and Japanese color schemes.
Эксперт по анализу креативов Facebook Ads. Используй для оценки эффективности креативов, Risk Score, A/B тестирования и рекомендаций по улучшению.
Automatic workflow suggestion and utility agent routing based on prompt analysis. Trigger keywords: auto-detect, intent, suggest, trigger, routing, workflow detection, utility…
Deep pre-execution analysis framework using four philosophers (Socrates, Aristotle, Feynman, Drucker) for structured critical thinking before implementing plans.
Optimize system prompts for Claude Code agents using proven prompt engineering patterns. Use when users request prompt improvement, optimization, or refinement for agent…
Create story examples for components. Use when writing stories, creating examples, or demonstrating component usage. — from majiayu000/claude-skill-registry
Use when the user provides an implementation plan file and asks to analyze it, assess impact, update specifications, or verify planned changes.
KEGG pathway and module enrichment analysis using clusterProfiler enrichKEGG and enrichMKEGG. Tests whether KEGG pathways are over-represented in a gene list.
Refine value propositions from emotional, logical, and status angles, then synthesize into a powerful 15-word statement with evolution process.
用于创建、配置、审查或调试前端应用、库、SDK、CLI、monorepo 包中的 TypeScript 项目规范，包括 tsconfig、strictness、module/moduleResolution、路径别名、project references、声明文件、package exports、公共 API…
Schema tasarımı, migration stratejileri, indexing, query optimization ve database best practices. — from majiayu000/claude-skill-registry-data
Use when creating new skills, editing existing skills, or verifying skills work before deployment — from majiayu000/claude-skill-registry-data
Use when auditing architectural patterns through the evaluation platform with mandatory best-practice research, coordinated pattern workers, and structured summaries.
Lightweight WSI tile extraction and preprocessing. Use for basic slide processing, tissue detection, tile extraction, and stain normalization for H&E images.
Query STRING API for protein-protein interactions (59M proteins, 20B interactions). Network analysis, GO/KEGG enrichment, interaction discovery, 5000+ species, for system — from…
GPT-5 Pro second opinion. Use when user says "consult the oracle", "ask the oracle", "oracle this". Run DETACHED with nohup bash -lc 'oracle ...' & (45min-1hr+ runtime).
Implement semantic vector search with AgentDB for intelligent document retrieval, similarity matching, and context-aware querying.
Strategic analysis, adversarial validation, executive council debate, and discovery mode for complex decisions — from majiayu000/claude-skill-registry
Create well-formatted Obsidian notes with proper frontmatter, templates, and organization. Use when users want to create notes for their Obsidian vault, document ideas or — from…
Use this to autonomously populate Martinique_DB. Takes a cultural topic from the 6 CoT circles, runs a deep research loop using gpt-researcher or web search, structures findings…
When searching for authoritative sources for skills or validating existing source links.
Debug preprocessing pipeline failures. Guides through reading checkpoint files, checking step artifacts, interpreting QC metrics, examining visualization PNGs, and identifying…
Build autonomous AI agents with Claude Agent SDK. Structured outputs (v0.1.45, Nov 2025) guarantee JSON schema validation, plugins system, hooks for event-driven workflow — from…
Implement efficient similarity search with vector databases. Use when building semantic search, implementing nearest neighbor queries, or optimizing retrieval performance — from…
Drizzle ORM for TypeScript - type-safe SQL queries, schema definitions, migrations, and relations. Use when building database layers in Next.js or Node.js applications.
Create or update SKILL.md files for this repo. Use when authoring skills in .codex/skills/.
Write technical Q&A responses as markdown files to Claude Overflow. Use for programming questions, code explanations, debugging help, API usage.