Skill Directory

AI Skill Directory

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

personjakexiaoNo key required

mcp-hub

Access 1200+ AI Agent tools via Model Context Protocol (MCP)

download23deployed_codestar14
personjakexiaoNo key required

book-to-skill

Converts .txt book files into leverageable Claude Code skills. Use when transforming books, articles, or written expertise into structured skills with frameworks, workflows, and reference material.

download23deployed_codestar123
personjakexiaoNo key required

researcher-report-templates

Generate structured research reports with findings, comparisons, recommendations, and citations. Use when documenting investigation results or creating technical comparisons. This skill provides compr…

download23deployed_codestar0
personjakexiaoNo key required

ds

This skill should be used when the user asks to 'start data analysis', 'brainstorm analysis approach', 'plan a data project', 'clarify analysis requirements', or needs the full 5-phase data science wo…

download22deployed_codestar5
personjakexiaoNo key required

skill

TODO: Brief description of what the Skill does and when to use it

download22deployed_codestar127
personjakexiaoNo key required

skill-maintainer

A skill update and maintenance management assistant, used for updating the content of existing SKILLS, generating and maintaining business process documents. It is used when users mention 'update skil…

download22deployed_codestar123
personjakexiaoNo key required

telos-guardian

Captures and guards a project's purpose hierarchy (telos). On first use, interviews the user through 4 levels (L4 Purpose, L3 Experience, L2 Contract, L1 Function) and writes a TELOS.md at the project…

download21deployed_codestar3
personjakexiaoNo key required

agent-md-refactor

Refactor bloated AGENTS.md, CLAUDE.md, or similar agent instruction files to follow progressive disclosure principles. Splits monolithic files into organized, linked documentation. Use when (1) agent …

download21deployed_codestar3
personjakexiaoNo key required

nsfc-writer

An expert in writing National Natural Science Foundation of China (NSFC) proposals, providing interactive guidance from topic selection, scoring to complete proposal writing. Supports the writing of p…

download23deployed_codestar0
personjakexiaoNo key required

drama-creator

Create scripts for vertical short dramas, including macro construction, scriptwriting, precise optimization, and creative ideation. Suitable for creating short dramas from scratch, optimizing existing…

download23deployed_codestar127
personjakexiaoNo key required

book-scaffolding

Plan, structure, and scaffold large educational books using cognitive load management, just-in-time specification, and pedagogical best practices. Use this skill when planning multi-part, multi-chapte…

download22deployed_codestar220
personjakexiaoNo key required

geo-template-library

Standardized GEO template library for AI-citable content. Use this skill whenever the user mentions creating, reusing, or standardizing templates for GEO-optimized content (FAQ pages, definition artic…

download22deployed_codestar9
personjakexiaoNo key required

jupyter-educational-notebook

Create educational and interactive Jupyter notebooks as SPAs that explain concepts, teach topics, create tutorials, illustrate ideas from text, or build blog posts. Use for interactive guides, demonst…

download22deployed_codestar123
persons110400216No key required

darwin-skill

Darwin Skill 2.0 (达尔文.skill 2.0): autonomous skill optimizer, v2.0 integrates Microsoft Research SkillLens (arXiv 2605.23899) 9-dim rubric + SkillOpt (arXiv 2605.23904) validation-gated design + human…

download21deployed_codestar0
personjakexiaoNo key required

teach

Transforms technical documents into rigorous learning journeys with collegiate-level mastery requirements. Uses Bloom's taxonomy progression, 80%+ mastery thresholds, and multi-level verification befo…

download21deployed_codestar6
personjakexiaoNo key required

learning-objectives

Generate measurable learning outcomes aligned with Bloom's taxonomy and CEFR proficiency levels for educational content. Use this skill when educators need to define what students will achieve, create…

download21deployed_codestar220
personjakexiaoNo key required

search-content

Search and navigate knowledge base using README.md indexes, pattern matching, and directory tree analysis. Use when user searches for files, topics, mentions "where is", "find", "search for", or asks …

download23deployed_codestar3
personjakexiaoNo key required

novel-creator

Interactive novel creation workflow combining RPG-style storytelling with professional EPUB ebook production. Use when users want to: (1) Create interactive stories/RPG games with branching choices, (…

download23deployed_codestar0
personjakexiaoNo key required

skill-lookup

Activates when the user asks about Agent Skills, wants to find reusable AI capabilities, needs to install skills, or mentions skills for Claude. Use for discovering, retrieving, and installing skills.

download22deployed_codestar221
personjakexiaoNo key required

openclaw-setup-assistant

A guided, zero-friction installer and maintenance assistant for OpenClaw. Use this skill when the user wants to install OpenClaw, set up OpenClaw on a local machine or remote server, connect OpenClaw …

download22deployed_codestar0
personjakexiaoNo key required

wavybaby

Extends Claude Code's built-in skill dispatch with CoVe (Chain-of-Verification), dynamic skill discovery via skills.sh, and a toolkit knowledge base for MCP servers and configurations Claude doesn't n…

download21deployed_codestar0
personjakexiaoNo key required

using-agent-skills

Use when starting a session or when you need to discover which skill applies to the current task. This is the meta-skill that governs how all other skills are discovered and invoked.

download21deployed_codestar105
personjakexiaoNo key required

prompt-template-designer

Design reusable prompt templates that encode domain-specific patterns for recurring AI tasks. Use when you've executed similar prompts 2+ times and need to capture the pattern as reusable intelligence…

download21deployed_codestar220