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

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
personjakexiaoNo key required

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
personjakexiaoNo key required

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
personjakexiaoNo key required

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
personjakexiaoNo key required

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
personjakexiaoNo key required

rss-automation

RSS feed aggregation and monitoring. Parse RSS/Atom feeds, filter entries, track new items, and integrate with notification channels for automated content monitoring.

download19deployed_codestar19
personjakexiaoNo key required

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
personjakexiaoNo key required

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…

download21deployed_codestar0
personjakexiaoNo key required

concept-scaffolding

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

download20deployed_codestar220
personjakexiaoNo key required

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
personjakexiaoNo key required

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…

download20deployed_codestar0
personjakexiaoNo key required

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
personjakexiaoNo key required

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
personjakexiaoNo key required

auto-loop

Work autonomously on a task until it is complete or the human stops you, without pausing to ask permission between steps. Use when user says "/auto-loop", "loop forever", "keep going", "run overnight"…

download19deployed_codestar4
personjakexiaoNo key required

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
personjakexiaoNo key required

spec-validate

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

download21deployed_codestar118
personjakexiaoNo key required

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
personjakexiaoNo key required

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
personjakexiaoNo key required

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
personjakexiaoNo key required

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
personnvwuzaishuohuangNo key required

多智能体开发

Initialize a multi-agent development system for any project. Auto-detects language/framework, creates agent templates based on user selection, orchestrator prompt, and project documentation structure.…

download20deployed_codestar0
personjakexiaoNo key required

agents-md

Create and maintain AGENTS.md files for services, components, and subagents with scoped skill references and hierarchical context. Trigger: When creating AGENTS.md for a new service or component, upda…

download19deployed_codestar0