Skill Directory

AI Skill Directory

Browse curated skills with source links, package snapshots, README assets and install signals in one calm, searchable catalog.

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ai-briefing

Generate a comprehensive AI Intelligence Brief covering the last 14 days of AI ecosystem developments relevant to a healthcare technology CTO. Creates a timestamped markdown file in the news/ director…

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ai-data-analyst

Perform comprehensive data analysis, statistical modeling, and data visualization by writing and executing self-contained Python scripts. Use when you need to analyze datasets, perform statistical tes…

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ai-engineering-skill

Practical guide for building production ML systems based on Chip Huyen's AI Engineering book. Use when users ask about model evaluation, deployment strategies, monitoring, data pipelines, feature engi…

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ai-ml-data-science

End-to-end data science and ML engineering workflows: problem framing, data/EDA, feature engineering (feature stores), modelling, evaluation/reporting, plus SQL transformations with SQLMesh. Use for d…

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ai-product-patterns

Builds AI-native products using OpenAI's development philosophy and modern AI UX patterns. Use when integrating AI features, designing for model improvements, implementing evals as product specs, or c…

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personjakexiaoNo key required

ai-product-patterns

Builds AI-native products using OpenAI's development philosophy and modern AI UX patterns. Use when integrating AI features, designing for model improvements, implementing evals as product specs, or c…

download9deployed_codestar4
personjakexiaoNo key required

atac-footprinting

This skill performs transcription factor (TF) footprint analysis using TOBIAS on ATAC-seq data. It corrects Tn5 sequence bias, quantifies TF occupancy at motif sites, generates footprint scores, and o…

download9deployed_codestar4
personjakexiaoNo key required

agenticmail

🎀 AgenticMail — Full email, SMS, storage & multi-agent coordination for AI agents. 63 tools.

download9deployed_codestar4
personjakexiaoNo key required

ai-coding-agents

Comprehensive guide for using Codex CLI (OpenAI) and Claude Code CLI (Anthropic) - AI-powered coding agents. Use when orchestrating CLI commands, automating tasks, configuring agents, or troubleshooti…

download9deployed_codestar4
personjakexiaoNo key required

ai-drawio

Generate draw.io diagrams from natural language and render in browser

download9deployed_codestar4
personjakexiaoNo key required

ai-ml-expert

AI and ML expert including PyTorch, LangChain, LLM integration, and scientific computing

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personjakexiaoNo key required

ai-sdk-6-skill

Expert guide for Vercel AI SDK 6 - ToolLoopAgent, safety patterns, MCP, RAG, DevTools.

download9deployed_codestar4
personjakexiaoNo key required

ai-product-patterns

Builds AI-native products using OpenAI's development philosophy and modern AI UX patterns. Use when integrating AI features, designing for model improvements, implementing evals as product specs, or c…

download9deployed_codestar4
personjakexiaoNo key required

ai-startup-insights-altman

Strategic guidance for AI startup founders based on Sam Altman's insights from OpenAI's journey. Use this skill when users ask about starting an AI company, evaluating AI startup ideas, hiring for ear…

download9deployed_codestar4
personjakexiaoNo key required

atac-footprinting

This skill performs transcription factor (TF) footprint analysis using TOBIAS on ATAC-seq data. It corrects Tn5 sequence bias, quantifies TF occupancy at motif sites, generates footprint scores, and o…

download9deployed_codestar4
personjakexiaoNo key required

ai-agent-team

AI Agent Collaboration Team System - based on the newtype-profile architecture. It simulates an editorial team model, completing complex tasks through collaboration among multiple specialized Agents. …

download9deployed_codestar4
personjakexiaoNo key required

ai-agents

Production-grade AI agent patterns with MCP integration, agentic RAG, handoff orchestration, multi-layer guardrails, observability, token economics, ROI frameworks, and build-vs-not decision guidance …

download9deployed_codestar4
personjakexiaoNo key required

ai-engineering-skill

Practical guide for building production ML systems based on Chip Huyen's AI Engineering book. Use when users ask about model evaluation, deployment strategies, monitoring, data pipelines, feature engi…

download9deployed_codestar4
personjakexiaoNo key required

ai-factory

Set up Claude Code context for a project. Analyzes tech stack, installs relevant skills from skills.sh, generates custom skills, and configures MCP servers. Use when starting new project, setting up A…

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personjakexiaoNo key required

ai-usage-coach

Help users get more value from AI assistants by suggesting better prompting techniques, surfacing underused features, and identifying workflow improvements. Use when users ask things like "how can I u…

download9deployed_codestar4
personjakexiaoNo key required

amnesia

Set up persistent memory and identity for AI agents. Use when the user wants to give an agent persistent identity, manage agent memory files, set up IDENTITY.md/SOUL.md/MEMORY.md, create memory backup…

download9deployed_codestar4
personjakexiaoNo key required

axiom-foundation-models

Use when implementing on-device AI with Apple's Foundation Models framework — prevents context overflow, blocking UI, wrong model use cases, and manual JSON parsing when @Generable should be used. iOS…

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