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Agent Skills

Agent-Skills.md is a agent skills marketplace, to find the right agent skills for you.

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project-domain

Domain vocabulary and entity relationships for {project}. Ensures consistent terminology and model understanding.

aiskillstore
aiskillstore
42745

project-interview

Resources for conversational interviews to create learner profiles. Used by project-interviewer agent during /init.

aiskillstore
aiskillstore
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project-knowledge

Load project architecture and structure knowledge. Use when you need to understand how this project is organized.

aiskillstore
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project-operator

Operates and debugs the local stack (API/worker/frontend); focuses on observability, logs, and safe automation.

aiskillstore
aiskillstore
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project-planner

Detects stale project plans and suggests session commands. Triggers on: sync plan, update plan, check status, plan is stale, track progress, project planning.

claude-mods
claude-mods
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project-planning

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aiskillstore
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project-research

Research workflow patterns specific to {project}. Covers research agent coordination, source management, and synthesis strategies.

aiskillstore
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project-scaffolder

Creates plan.md, task.md, persona.md, project-context.md, and CLAUDE.md for new self-learning resource projects. Use when: (1) /init command is invoked, (2) setting up a new tutorial/guide/documentation project, (3) structure-designer agent needs templates for learning resource structure design. Provides hierarchical Part/Chapter/Section templates with page allocation.

aiskillstore
aiskillstore
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project-setup-architecture

Set up project infrastructure including TypeScript, database, state management, navigation, and testing. Use when initializing new features or configuring development environment.

aiskillstore
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project-testing

Custom test patterns and fixtures for {project}. Covers E2E, integration, and specialized testing requirements.

aiskillstore
aiskillstore
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prompting

Prompt engineering standards and context engineering principles for AI agents based on Anthropic best practices. Covers clarity, structure, progressive discovery, and optimization for signal-to-noise ratio.

aiskillstore
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prompt-optimization

Expert prompt optimization for LLMs and AI systems. Use when building

aiskillstore
aiskillstore
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prompt-template-designer

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aiskillstore
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prototype-to-production

Convert design prototypes (HTML, CSS, Figma exports) into production-ready components. Analyzes prototype structure, extracts design tokens, identifies reusable patterns, and generates typed React components. Adapts to existing project tech stack with React + TypeScript as default.

aiskillstore
aiskillstore
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provider-management

Skill for managing model provider priorities with authentication (OAuth/Subscription/API), usage limits, and automatic fallback across all major AI providers

aiskillstore
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proxychains

Auto-detect network issues and force proxy usage with proxychains4. Use this skill when encountering connection timeouts, DNS failures, or blocked network access. Default proxy is http://127.0.0.1:9910

aiskillstore
aiskillstore
42745

prpm-json-best-practices

Best practices for structuring prpm.json package manifests with required fields, tags, organization, multi-package management, enhanced file format, eager/lazy activation, and conversion hints

aiskillstore
aiskillstore
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pr-prepare

Prepare pull request descriptions following project template. Activates on: prepare PR, create PR, pull request, ready for PR, draft PR, write PR

aiskillstore
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pr-template-generator

Generate comprehensive pull request descriptions that help reviewers understand changes quickly a...

aiskillstore
aiskillstore
42745

psql

Run PostgreSQL queries and meta-commands via CLI

aiskillstore
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py-alembic-patterns

Alembic migration patterns for PostgreSQL. Use when creating migrations, reviewing autogenerated migrations, or handling schema changes safely.

aiskillstore
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py-async-patterns

Async/await patterns for FastAPI and SQLAlchemy. Use when working with async code, database sessions, concurrent operations, or debugging async issues in Python.

aiskillstore
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pydantic

Data validation and settings management using Python type annotations with Pydantic v2

aiskillstore
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py-fastapi-patterns

FastAPI patterns for API design. Use when creating endpoints, handling dependencies, error handling, or working with OpenAPI schemas.

aiskillstore
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py-observability

Observability patterns for Python backends. Use when adding logging, metrics, tracing, or debugging production issues.

aiskillstore
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py-pydantic-patterns

Pydantic v2 patterns for validation and serialization. Use when creating schemas, validating data, or working with request/response models.

aiskillstore
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py-sqlmodel-patterns

SQLModel and async SQLAlchemy patterns. Use when working with database models, queries, relationships, or debugging ORM issues.

aiskillstore
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pytest

Python testing framework for writing simple, scalable, and powerful tests

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py-testing-async

Async testing patterns with pytest-asyncio. Use when writing tests, mocking async code, testing database operations, or debugging test failures.

aiskillstore
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pytest-mastery

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pytest-mock-guide

Guide for using pytest-mock plugin to write tests with mocking. Use when writing pytest tests that need mocking, patching, spying, or stubbing. Covers mocker fixture usage, patch methods, spy/stub patterns, and assertion helpers.

aiskillstore
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pytest-recording

Work with pytest-recording (VCR.py) for recording and replaying HTTP interactions in tests. Use when writing VCR tests, managing cassettes, configuring VCR options, filtering sensitive data, or debugging recorded HTTP responses.

aiskillstore
aiskillstore
42745

python-async-patterns

Python asyncio patterns for concurrent programming. Triggers on: asyncio, async, await, coroutine, gather, semaphore, TaskGroup, event loop, aiohttp, concurrent.

aiskillstore
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python-best-practices

Use when reading or writing Python files (.py, pyproject.toml, requirements.txt).

aiskillstore
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python-cli-patterns

CLI application patterns for Python. Triggers on: cli, command line, typer, click, argparse, terminal, rich, console, terminal ui.

aiskillstore
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python-database-patterns

SQLAlchemy and database patterns for Python. Triggers on: sqlalchemy, database, orm, migration, alembic, async database, connection pool, repository pattern, unit of work.

aiskillstore
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python-env

Fast Python environment management with uv (10-100x faster than pip). Triggers on: uv, venv, pip, pyproject, python environment, install package, dependencies.

claude-mods
claude-mods
42745

python-executor

Execute Python code in a safe sandboxed environment via [inference.sh](https://inference.sh). Pre-installed: NumPy, Pandas, Matplotlib, requests, BeautifulSoup, Selenium, Playwright, MoviePy, Pillow, OpenCV, trimesh, and 100+ more libraries. Use for: data processing, web scraping, image manipulation, video creation, 3D model processing, PDF generation, API calls, automation scripts. Triggers: python, execute code, run script, web scraping, data analysis, image processing, video editing, 3D models, automation, pandas, matplotlib

aiskillstore
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python-fastapi

Python FastAPI development with uv package manager, modular project structure, SQLAlchemy ORM, and production-ready patterns.

aiskillstore
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python-fastapi-patterns

FastAPI web framework patterns. Triggers on: fastapi, api endpoint, dependency injection, pydantic model, openapi, swagger, starlette, async api, rest api, uvicorn.

aiskillstore
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python-observability-patterns

Observability patterns for Python applications. Triggers on: logging, metrics, tracing, opentelemetry, prometheus, observability, monitoring, structlog, correlation id.

aiskillstore
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python-packaging

Create distributable Python packages with proper project structure, setup.py/pyproject.toml, and publishing to PyPI. Use when packaging Python libraries, creating CLI tools, or distributing Python code.

aiskillstore
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python-performance-optimization

Profile and optimize Python code using cProfile, memory profilers, and performance best practices. Use when debugging slow Python code, optimizing bottlenecks, or improving application performance.

aiskillstore
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python-pytest-patterns

pytest testing patterns for Python. Triggers on: pytest, fixture, mark, parametrize, mock, conftest, test coverage, unit test, integration test, pytest.raises.

aiskillstore
aiskillstore
42745

python-sandbox

在沙盒环境中执行Python代码,用于数据分析、可视化和生成Excel、Word、PDF等文件。支持数据清洗、统计分析、机器学习、图表生成、文档自动化等复杂工作流。

aiskillstore
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python-scripting

Python scripting with uv and PEP 723 inline dependencies. Use when creating

aiskillstore
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python-style-guide

Comprehensive Python programming guidelines based on Google's Python Style Guide. Use when Claude needs to write Python code, review Python code for style issues, refactor Python code, or provide Python programming guidance. Covers language rules (imports, exceptions, type annotations), style rules (naming conventions, formatting, docstrings), and best practices for clean, maintainable Python code.

aiskillstore
aiskillstore
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python-testing-patterns

Implement comprehensive testing strategies with pytest, fixtures, mocking, and test-driven development. Use when writing Python tests, setting up test suites, or implementing testing best practices.

aiskillstore
aiskillstore
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python-typing-patterns

Python type hints and type safety patterns. Triggers on: type hints, typing, TypeVar, Generic, Protocol, mypy, pyright, type annotation, overload, TypedDict.

aiskillstore
aiskillstore
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python-venv-manager

Python virtual environment management, dependency handling, and project setup automation.

aiskillstore
aiskillstore
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Adoption

Agent Skills are supported by leading AI development tools.

FAQ

Frequently asked questions about Agent Skills.

01

What are Agent Skills?

Agent Skills are reusable, production-ready capability packs for AI agents. Each skill lives in its own folder and is described by a SKILL.md file with metadata and instructions.

02

What does this agent-skills.md site do?

Agent Skills is a curated directory that indexes skill repositories and lets you browse, preview, and download skills in a consistent format.

03

Where are skills stored in a repo?

By default, the site scans the skills/ folder. You can also submit a URL that points directly to a specific skills folder.

04

What is required inside SKILL.md?

SKILL.md must include YAML frontmatter with at least name and description. The body contains the actual guidance and steps for the agent.

05

How can I submit a repo?

Click Submit in the header and paste a GitHub URL that points to a skills folder. We’ll parse it and add any valid skills to the directory.