Initializes multi-repo workspace CLAUDE.md. Use when managing multiple repositories as a single project.
Azure AI Projects SDK for Java. High-level SDK for Azure AI Foundry project management including connections, datasets, indexes, and evaluations.
You MUST use this before any creative work - creating features, building components, adding functionality, or modifying behavior.
Master advanced prompt engineering techniques to maximize LLM performance, reliability, and controllability in production.
Compare original and distilled prompts to verify the distillation is faithful and lossless. Checks completeness, accuracy, and appropriate conciseness.
Generate or edit images with Gemini Pro. Use when user says "generate an image", "create a picture", "make me a logo", "edit this image", "remove the background", "change the…
Clarify requirements before implementing. Do not use automatically, only when invoked explicitly. — from majiayu000/claude-skill-registry
Detect recurring patterns in issues and events. Identifies temporal, resource-based, cluster, and cascading patterns. Suggests prevention strategies.
Select and optimize embedding models for semantic search and RAG applications. Use when choosing embedding models, implementing chunking strategies, or optimizing embeddi — from…
Interactive Java/Spring Boot learning skill for experienced Go developers. Use when the user wants to learn Java, practice Spring Boot, work on Java exercises, or asks for Java…
Generate web assets including favicons, app icons (PWA), and social media meta images (Open Graph) for Facebook, Twitter, WhatsApp, and LinkedIn.
Integrate Replicate AI models with background processing, S3 storage, and credit systems — from majiayu000/claude-skill-registry
Identify which standards are covered vs. missing, analyze depth of coverage for each standard, prioritize uncovered standards, and recommend content to fill gaps.
AKTIVIERT SICH AUTOMATISCH bei vagen Auftraegen. LIEBER EINMAL ZU OFT NACHFRAGEN als falsch implementieren. — from majiayu000/claude-skill-registry-data
Advanced speaker diarization using pyannote-audio. Identify who speaks when, detect multiple speakers, handle overlapping speech, and create speaker-specific segments.
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…
Taxonomic classification of ASVs using reference databases like SILVA, GTDB, or UNITE. Covers naive Bayes classifiers (DADA2, IDTAXA) and exact matching approaches.
Visualize and analyze issue dependencies in Linear. Finds blocking chains, circular dependencies, and critical path items.
Create a reusable skill for evaluating fine-tuned models, benchmarking performance, and detecting quality regressions — from majiayu000/claude-skill-registry
Dispatches research agents to find real projects, papers, and documented failures before proposing any feature, architecture, or technology choice.
Use when instruction files (skills, prompts, CLAUDE.md) are too long or need token reduction while preserving capability.
Expert AI/ML engineer specializing in machine learning model development, deployment, and integration into production systems.
Anticipates and pre-loads optimal skills before task execution based on pattern matching and historical success rates
Track and report agent invocation metrics including usage counts, success/failure rates, and completion times.
본 스킬은 Flutter 프레임워크로 앱을 개발하는 데 반드시 따라야 하는 UI/UX 디자인, 상태관리, 네트워킹, API 연동에 관한 가이드라인 제공합니다. 본 스킬은 선택적인 정보를 제공하는 것이 아니라 Flutter 앱 개발에 필수적인 지침을 제공하며 반드시 준수해야 할 사항들을 제공합니다.
Optimize vector index performance for latency, recall, and memory. Use when tuning HNSW parameters, selecting quantization strategies, or scaling vector search infrastruc — from…
Use when starting a new task, feature, or project where the user has domain knowledge the agent lacks, before planning sessions, or when requirements feel ambiguous and the agent…
Planning conventions for pattern surveys, decision escalation, task tracking, skill loading, and finalization.
Best practices for using the Council MCP server in Tzurot v3 development - When to consult external AI, how to structure prompts, model selection, and multi-turn conversations.
Few-Shot Learning（少数例示学習）のパターンとベストプラクティスを提供するスキル。効果的な例示の設計、構造化、配置により、AIの出力品質を大幅に向上させます。
Эксперт DB replication. Используй для настройки репликации MySQL, PostgreSQL, MongoDB, failover и high availability. — from majiayu000/claude-skill-registry
Image generation skill using Gemini Web. Generates images from text prompts via Google Gemini. Also supports text generation.
Skill for configuring AI Chat in Orchard Core using the CrestApps AI Chat module. Covers chat profiles, admin chat UI, frontend chat widgets, provider connections, and th — from…
Comprehensive guide for implementing Fullstory's Asynchronous API methods (Async suffix variants) for web applications.
Research a library and create comprehensive documentation in .claude/docs/libraries/. — from majiayu000/claude-skill-registry
Build Retrieval-Augmented Generation (RAG) systems for LLM applications with vector databases and semantic search.
专业的 API 设计技能，涵盖 RESTful API、GraphQL、API 版本控制、身份认证、幂等性和 API 文档最佳实践。使用此技能设计 RESTful API、GraphQL schema、API 版本策略，或需要 API 文档和认证授权指导时使用。
Parallel 120-probe reconnaissance using G-2 RECON agents. Deploy 12 G-2s commanding 10 D&D-inspired probes each. Use for comprehensive codebase exploration.
Neuropixels neural recording analysis. Load SpikeGLX/OpenEphys data, preprocess, motion correction, Kilosort4 spike sorting, quality metrics, Allen/IBL curation, AI-assis — from…
Separate reusable core logic from glue, orchestration, and infrastructure detail. Use when stable rules are mixed with wiring, the same logic repeats in several places, or reviews…
Hot dog or not? Classify food photos and battle Nemotron. Use when a user sends a food photo, asks if something is a hot dog, or says 'hotdog', '/hotdog', or 'hot dog bat — from…
Start a Ralph Wiggum autonomous task loop that keeps Claude working until a task is complete. Uses the Stop hook pattern to re-inject prompts when Claude tries to exit before…
HTTP client patterns, API integration, request/response handling, error handling, retry logic, axios usage.
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…
Share structure and shareholder query — total shares, circulating shares, restricted shares, top-10 shareholders (circulating and total), major institutional holders, controlling…
Apply SY1 Leverage Points to identify intervention points where small changes produce disproportionate effects.
Analyze application logs to detect errors, patterns, anomalies, and generate insights. Use when troubleshooting issues or analyzing system behavior.
Generate comprehensive executive summaries from workspace communication files using AI analysis with automatic context discovery
Create and manage sandboxed WASM agents for isolated code execution — from majiayu000/claude-skill-registry
Extract lore and narrative device entities from text. Use when analyzing codex entries, bestiary entries, journals, dreams, nightmares, memories, secrets, foreshadowing, and plot…
Deep learning framework (PyTorch Lightning / lightning package). Organize PyTorch code into LightningModules, configure Trainers for multi-GPU/TPU, implement data pipelines,…
Transcribe audio and video files to text using OpenAI Whisper. Use when: converting podcasts to blog posts; creating video subtitles; extracting quotes from interviews; r — from…
Query CoinGecko API for prices, market data, trending tokens, and historical charts.
List all keyvalue namespaces. Requires authentication. Use for Agentuity cloud platform operations — from majiayu000/claude-skill-registry
Save and retrieve memories or embeddings via the repo helpers or API. Use when working with embedding config or memory storage.
Common agent patterns and templates for Claude Code. Use when implementing agents to follow proven patterns for proxy mode, TodoWrite integration, and quality checks.
Business analysis expert who drives project discovery, market research, and requirements validation within the BMAD methodology — from majiayu000/claude-skill-registry
Comprehensive guide to identifying, analyzing, and documenting failure modes in distributed systems — from majiayu000/claude-skill-registry
Neon serverless Postgres platform with branching, autoscaling, scale-to-zero, and edge-compatible drivers for modern application development
Stream-first search framework for TMNL. Invoke when implementing search, QueryDSL operators, progressive results, multi-source indices, or FlexSearch integration.