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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skills-proficiency-mapper

Map skills to proficiency levels using CEFR, Bloom's taxonomy, and DigComp frameworks. Use when designing skill progressions or assessing learner proficiency.

download21deployed_codestar220
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skill-hub

Use the skill-hub CLI to search, install, update, and publish agent skills from skill-hub.com. Use when you need to fetch new skills on the fly, sync installed skills to latest or a specific version, …

download21deployed_codestar144
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prd-master

PRD writing and product definition expert. Use when writing PRDs, user stories, acceptance criteria, or prioritizing features. Covers RICE/MoSCoW frameworks, agile requirements, and specification best…

download21deployed_codestar11
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spec-validate

Validation loop for speccing. Clarifies requirements through structured questioning before document creation.

download21deployed_codestar118
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context-fundamentals

Understand the components, mechanics, and constraints of context in agent systems. Use when designing agent architectures, debugging context-related failures, or optimizing context usage.

download20deployed_codestar221
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find-skills

Helps users discover and install agent skills when they ask questions like "how do I do X", "find a skill for X", "is there a skill that can...", or express interest in extending capabilities. This sk…

download20deployed_codestar0
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flashcards-generator

Generate comprehensive educational flashcards based on Bloom's Taxonomy methodology (Remember, Understand, Apply, Analyze, Evaluate, Create). Creates structured flashcards with difficulty ratings, det…

download20deployed_codestar123
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slim-code-of-conduct

Create and implement code of conduct and collaboration policies using Contributor Covenant standards, with specialized templates for scientific research environments and academic citation. Use when es…

download20deployed_codestar123
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skill-from-book

Create Claude skills from book content (markdown files). Transforms long-form book knowledge into structured, context-efficient skill packages with granular reference files, workflows, and use-case gu…

download21deployed_codestar5
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idea-plan

Research idea planning and cross-conversation tracking skill. It transforms research needs into a two-tier task system of Milestone-Keypoint, supporting cross-conversation status tracking with a .plan…

download21deployed_codestar0
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brd

Book Requirements Document (BRD) structure, systematic question frameworks for thorough book concept interviews, and genre-specific considerations for fiction vs nonfiction projects.

download21deployed_codestar123
persongsym236998No key required

医学循证检索助手

基于KnowS医学循证API的智能检索Skill,支持PubMed文献检索、循证分级标注、智能摘要生成和引用格式化导出

download20deployed_codestar0
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micro-skill-creator

Rapidly creates atomic, focused skills optimized with evidence-based prompting, specialist agents, and systematic testing. Each micro-skill does one thing exceptionally well using self-consistency, pr…

download20deployed_codestar221
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aif-evolve

Self-improve AI Factory skills based on project context, accumulated patches, and codebase patterns. Analyzes what went wrong, what works, and enhances skills to prevent future issues. Use when you wa…

download20deployed_codestar387
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software-product-manager

Expert software product manager who works directly with stakeholders to understand their needs and create comprehensive product specifications. Use when users need help designing software, defining re…

download20deployed_codestar123
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BAP-578 Metadata & Persona Design

Design agent personas, experiences, vault schemas, voice profiles, and metadata URIs for BAP-578 Non-Fungible Agents. Covers the AgentMetadata fields, persona format, vault integrity, and best practic…

download21deployed_codestar1
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acquiring-skills

Guide for safely discovering and installing skills from external repositories. Use when a user asks for something where a specialized skill likely exists (browser testing, PDF processing, document gen…

download21deployed_codestar0
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mvp-automation

Orquesta el flujo completo de MVP automatizado: SPEC → Historias → Tareas → Skills. Genera skills especializadas para cada tarea para que los agentes paralelos tengan conocimiento contextual específic…

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concept-scaffolding

Design progressive concept scaffolding with cognitive load management. Use when breaking down complex concepts into learnable steps for educational content.

download20deployed_codestar220
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lit-synthesizer

Senior scientific author for literature review synthesis with authority to restructure, rewrite, and add analysis across outline creation, introduction framing, and final synthesis

download20deployed_codestar5
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discover-database

Automatically discover database skills when working with SQL, PostgreSQL, MongoDB, Redis, database schema design, query optimization, migrations, connection pooling, ORMs, or database selection. Activ…

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reflect-skill

A skill for reflection and summary. It is triggered when a review is needed after a task is completed or failed. Trigger words: 反思, 复盘, 总结, reflect, 回顾, lessons learned.

download20deployed_codestar118
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Subagent System

Create and manage specialized Claude Code subagents for task-specific workflows. Use when delegating work to specialized agents, configuring agent permissions, or understanding subagent architecture a…

download20deployed_codestar0