Neuropixels neural recording analysis. Load SpikeGLX/OpenEphys data, preprocess, motion correction, Kilosort4 spike sorting, quality metrics, Allen/IBL curation, AI-assis — from…
Evidence-based completion claims. Use before claiming work is complete, fixed, or passing - requires running verification commands and confirming output before any success claims.
Ollama-based multi-AI model orchestration with auto-profiling, smart routing, and ensemble execution — from majiayu000/claude-skill-registry
RESTful API design patterns including URL structure, HTTP methods, and idempotency. Use when designing new API endpoints or reviewing API architecture.
사용자의 개발 프로필 정보를 관리합니다. 사용자의 기술 스택, 선호도, 경험 수준에 대한 질문이 필요할 때 자동으로 활성화되며, ~/.agents/WHOAMI.md 파일에서 정보를 읽습니다. 파일이 없으면 대화형으로 프로필을 생성합니다.
Summarizes recent git changes for context recovery after session breaks. Use when resuming work after a gap or handing off to another session.
Introduce yourself to a newly connected channel. Triggered automatically when a channel is first wired. Send a friendly greeting and brief overview of what you can do.
Analyzes task descriptions and classifies them into categories for agent selection — from majiayu000/claude-skill-registry
Caching strategies for LLM prompts including Anthropic prompt caching, response caching, and CAG (Cache Augmented Generation) Use when: prompt caching, cache prompt, resp — from…
Execute GGUF quantization with imatrix protection, perform statistical benchmark evaluation with error bars, generate academic-style methodology documentation, and create…
Research a topic across the knowledge base before implementation. Searches L-docs, patterns, PROJECT_PLANs, SOPs, and governance for relevant context.
Use when starting work on any project (technical or non-technical) to understand structure, standards, and best practices before making changes — from…
Five-skill sequence for 'what am I missing?' - Collide → Critique → Scale → Synthesize → Simplify. Use when you suspect you're not seeing something.
Verwandelt den Agenten in einen professionellen MV3-Architekten und Entwickler mit Fokus auf AI-Integration, Sicherheit, Performance, Testing und Publishing-Compliance.
Deep research and fresh perspective on current blockers. Use when stuck, for methodology validation, or auto-triggered during long optimization runs.
Stage implementation changes for commit with precise file selection. Use when the user asks to \"stage changes\", \"stage files\", \"add files to staging\", or \"prepare changes…
Clarify requirements before implementing. Do not use automatically, only when invoked explicitly. — from majiayu000/claude-skill-registry
Vercel AI SDK 5 patterns. Trigger: When building AI chat features - breaking changes from v4.
Quarterly and annual operating data for listed companies via Longbridge Securities — revenue, net income, EPS, ROE, gross margin, and other KPIs broken down by reporting period.
Topological soliton detection and agency bridge with anyonic fusion algebra for concept composition
Azure AI Search SDK for .NET (Azure.Search.Documents). Use for building search applications with full-text, vector, semantic, and hybrid search.
Turn a vague research direction into a problem-anchored, elegant, frontier-aware, implementation-oriented method plan via iterative GPT-5.4 review.
AI assistant for creating clear, actionable task descriptions for GitHub Copilot agents — from majiayu000/claude-skill-registry
Build headless automation and agentic workflows with Google's Gemini CLI. Covers approval modes (default, auto_edit, yolo), file permission model, Edit vs WriteFile tool — from…
Service worker patterns for offline support, caching strategies, and PWA functionality. Use when implementing offline-first features, caching, or background sync.
各レビュアーエージェント（backend, frontend, database, security, infra, req, basic-design, detailed-design）の共通設定、動作モード、出力形式、スコアリング基準を定義
AWS Bedrock AgentCore comprehensive expert for deploying and managing all AgentCore services. Use when working with Gateway, Runtime, Memory, Identity, or any AgentCore c — from…
Statistical models library for Python. Use when you need specific model classes (OLS, GLM, mixed models, ARIMA) with detailed diagnostics, residuals, and inference.
Analyzes events through poetic lens using close reading, metaphor analysis, imagery, rhythm, form analysis, and attention to language's emotional and aesthetic dimensions — from…
テストワークフローパターン：E2Eテスト生成、テストオーケストレーション。 自動テストのためのテンプレートとプロセスを提供。 トリガー: testing, E2E, end-to-end, playwright, test runner, テストオーケストレーション。
Find quick-win SEO content opportunities by comparing your site's existing content against competitor keyword rankings.
Fast code operations using Serena MCP (1-3s) for symbol search, memory read/write, and basic code editing in LoRAIro project
Use when user invokes /stats or asks about Claude Code usage, token consumption, session history, model distribution, or activity patterns.
Master Redis transactions - MULTI/EXEC, WATCH for optimistic locking, Lua scripting, and atomic operation patterns
Generates professional slide deck images from content. Creates outlines with style instructions, then generates individual slide images.
Transformiert Anforderungen in Best-Practice Prompts nach Claude 4.x Standards (Dezember 2025). Basiert auf: - Nate B.
Advanced contextual pattern recognition with project fingerprinting, semantic similarity analysis, and cross-domain pattern matching for enhanced learning capabilities — from…
Create and manage AILANG eval benchmarks. Use when user asks to create benchmarks, fix benchmark issues, debug failing benchmarks, or analyze benchmark results.
Generates src/router/index.ts with Vue Router configuration, hash-based routing, and navigation guards for route protection.
Challenge idea assumptions with skeptical VC-style evaluation. Use when user requests critique, validation, or 'is this a good idea' assessment.
Discover and track emerging trends across Google Trends, Instagram, Facebook, YouTube, and TikTok to inform content strategy. — from majiayu000/claude-skill-registry
Philosophical logic engine for Epsilon Prime. Specializes in analyzing first principles, systemic causality, and the intersection of technology, agency, and morality.
Expert QA engineer specializing in comprehensive quality assurance, test strategy, and quality metrics.
Extracts and documents design tokens (colors, typography, spacing, shadows, etc.) from Figma designs. Updates the "デザイントークン" section in screen spec.md.
Manage Qdrant vector database — collections, points, and vector search via the REST API.
Golden path /see — refresh stale score snapshots and identify canvases needing MER capture.
Use when the user asks to research, investigate, compare approaches, or explore a topic in depth. Supports configurable depth and multi-source synthesis.
Analyze weather impact on construction schedule. Predict delays and adjust activities based on forecast.
Analyze historical bug patterns by mining Claude Code project logs for /investigate skill invocations since a specified date.
Design and diagnose list experiments (item count technique).
Use when SDK method names are ugly, wanting to improve operation IDs, or asking "how can I improve my spec
Write reliable prompts for Agentica/REPL agents that avoid LLM instruction ambiguity — from majiayu000/claude-skill-registry
Build AI applications using the Azure AI Projects Python SDK (azure-ai-projects). Use when working with Foundry project clients, creating versioned agents with PromptAgen — from…
Three-layer verification pipeline for AI output. Extracts verifiable claims, finds supporting or contradicting sources via web search, runs adversarial review for halluci — from…
Use when planning multi-chapter scientific research analyses with expert consultation. Produces markdown analysis documents with pseudocode for RNA-seq, proteomics, or other data…
Build image analysis applications with Azure AI Vision SDK for Java. Use when implementing image captioning, OCR text extraction, object detection, tagging, or smart crop — from…
Analyzes events through narrative lens using story structure, character arc analysis, dramatic tension, thematic development, and narrative theory (three-act structure, h — from…
Transcribe audio files via OpenRouter using audio-capable models (Gemini, GPT-4o-audio, etc). — from majiayu000/claude-skill-registry
Apply systematic problem-solving techniques for complexity spirals (simplification cascades), innovation blocks (collision-zone thinking), recurring patterns (meta-patter — from…
Adds a new AI platform to DeepWork with adapter, templates, and tests. Use when integrating Cursor, Windsurf, or other AI coding tools. — from majiayu000/claude-skill-registry