Agent skills
Skills you can use with AI coding agents, indexed from public GitHub repositories.
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planning-innovation-cost-and-capacity
Use the Innovation cost tracking data and project list to estimate spend, capacity, and tradeoffs across CustomGPT.ai Labs projects.
majiayu000/claude-skill-registry 163
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literature-gap
Identify research gaps from systematic literature reviews. Use when: (1) Completing literature reviews, (2) Justifying new studies, (3) Grant proposal development, (4) Dissertation planning, (5) Identifying future research directions.
majiayu000/claude-skill-registry 163
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cloudflare-workers-ai
Run LLMs and AI models on Cloudflare's GPU network with Workers AI. Includes Llama 4, Gemma 3, Mistral 3.1, Flux images, BGE embeddings, streaming, and AI Gateway. Handles 2025 breaking changes. Prevents 7 documented errors.
Use when: implementing LLM inference, images, RAG, or troubleshooting AI_ERROR, rate limits, max_tokens, BGE pooling, context window, neuron billing, Miniflare AI binding, NSFW filter, num_steps.
majiayu000/claude-skill-registry 163
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message-sender
Slack にメッセージを送信する。「メッセージ送信」「Slackに投稿」「#channel に送って」「メッセージを送る」「投稿して」「Slackに書き込み」「チャンネルに送信」などで起動。User Token があればユーザーとして投稿、なければ Bot として投稿。
majiayu000/claude-skill-registry 163
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delivery.design_review
Facilitate a cross-functional design review capturing decisions, feedback, and implementation guidance.
majiayu000/claude-skill-registry 163
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debugging-mode
Activate systematic debugging mode. Expert in root cause analysis and scientific debugging methodology. Use when troubleshooting bugs, investigating issues, or diagnosing unexpected behavior.
majiayu000/claude-skill-registry 163
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k1-architecture
Deep understanding of K1.reinvented's compilation architecture, node system, and extension methodology. Teaches why graphs compile to C++ and how to extend the system without violating minimalism.
majiayu000/claude-skill-registry 163
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markdown-segment-translator
长文档Markdown分段翻译技能（Agent自己翻译）
majiayu000/claude-skill-registry 163
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analyzing-text-patterns
Extract and analyze recurring patterns from log messages, span names, and event names using punctuation-based template discovery. Use when you need to understand log diversity, identify common message structures, detect unusual formats, or prepare for log parser development. Works by removing variable content and preserving structural markers.
majiayu000/claude-skill-registry 163
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replit-debug-bundle
Collect Replit debug evidence for support tickets and troubleshooting.
Use when encountering persistent issues, preparing support tickets,
or collecting diagnostic information for Replit problems.
Trigger with phrases like "replit debug", "replit support bundle",
"collect replit logs", "replit diagnostic".
majiayu000/claude-skill-registry 163
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review-gates
Quality gates and review processes
majiayu000/claude-skill-registry 163
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pytests
majiayu000/claude-skill-registry 163
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photographer-lachapelle
Generate images in David LaChapelle's surreal pop art style. Use when users ask for LaChapelle style, pop surrealism, hyper-saturated colors, theatrical staging, baroque maximalism, kitsch aesthetic.
majiayu000/claude-skill-registry 163
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manim-composer
Trigger when: (1) User wants to create an educational/explainer video, (2) User has a vague concept they want visualized, (3) User mentions "3b1b style" or "explain like 3Blue1Brown", (4) User wants to plan a Manim video or animation sequence, (5) User asks to "compose" or "plan" a math/science visualization.
Transforms vague video ideas into detailed scene-by-scene plans (scenes.md). Conducts research, asks clarifying questions about audience/scope/focus, and outputs comprehensive scene specifications ready for implementation with ManimCE or ManimGL.
Use this BEFORE writing any Manim code. This skill plans the video; use manimce-best-practices or manimgl-best-practices for implementation.
majiayu000/claude-skill-registry 163
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llm-pipeline
Pydantic-AI agents, RAG, embeddings for Pulse Radar knowledge extraction.
majiayu000/claude-skill-registry 163
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tic-tac-toe-tests
Create or update pytest coverage for the tic-tac-toe project, including win/draw detection, move validation, bot legality/optimality, and mixed human/bot turn flow. Use when adding or editing tests under the tests/ directory.
majiayu000/claude-skill-registry 163
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delegation-prompt-crafter
Transform clarified user requests into structured delegation prompts optimized for specialist agents (cto-architect, strategic-cto-mentor, cv-ml-architect). Use after clarification is complete, before routing to specialist agents. Ensures agents receive complete context for effective work.
majiayu000/claude-skill-registry 163
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nextjs-page-generator
Generates Next.js 13+ pages with App Router, Server Components, Client Components, API routes, and proper data fetching. Use when building Next.js applications.
majiayu000/claude-skill-registry 163
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python-pro
Master Python 3.12+ with modern features, async programming, performance optimization, and production-ready practices. Expert in the latest Python ecosystem including uv, ruff, pydantic, and FastAPI. Use PROACTIVELY for Python development, optimization, or advanced Python patterns.
majiayu000/claude-skill-registry 163
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cdk-review
majiayu000/claude-skill-registry 163
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error-handler-advisor
Proactively reviews error handling patterns and suggests improvements using Result types, proper error propagation, and idiomatic patterns. Activates when users write error handling code or use unwrap/expect.
majiayu000/claude-skill-registry 163
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cli-modern-tools
Auto-suggest modern CLI tool alternatives (bat, eza, fd, ripgrep) for faster, more efficient command-line operations with 50%+ speed improvements
majiayu000/claude-skill-registry 163
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message-reader
Slack チャンネルのメッセージ履歴を取得する。「メッセージ確認」「履歴を見せて」「最新メッセージ」「#channel のメッセージ」「会話履歴」「過去のメッセージ」「チャンネル履歴」などで起動。公式Slack MCPの `slack_get_channel_history` を使用。
majiayu000/claude-skill-registry 163
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iso-13485-certification
Comprehensive toolkit for preparing ISO 13485 certification documentation for medical device Quality Management Systems. Use when users need help with ISO 13485 QMS documentation, including (1) conducting gap analysis of existing documentation, (2) creating Quality Manuals, (3) developing required procedures and work instructions, (4) preparing Medical Device Files, (5) understanding ISO 13485 requirements, or (6) identifying missing documentation for medical device certification. Also use when users mention medical device regulations, QMS certification, FDA QMSR, EU MDR, or need help with quality system documentation.
majiayu000/claude-skill-registry 163