Agent Skill 目录与安装教程 — ClawHub、SkillsMP 与开源 Skill

io.github.davila7/claude-code-templates/fastapi-pro

Build high-performance async APIs with FastAPI, SQLAlchemy 2.0, and Pydantic V2. Master microservices, WebSockets, and modern Python async patterns.

io.github.getsentry/sentry/sentry-backend-bugs

Review Sentry Python and Django changes for bug patterns drawn from real production issues. Use when reviewing a backend diff or PR, checking Warden findings, auditing the current branch, reviewing production-error patterns, or looking for common regressions in `src/` and `tests/`.

io.github.HKUDS/CLI-Anything/skills

Python CLI harness for WireMock HTTP mock server administration

io.github.github/awesome-copilot/security-review

AI-powered codebase security scanner that reasons about code like a security researcher — tracing data flows, understanding component interactions, and catching vulnerabilities that pattern-matching tools miss. Use this skill when asked to scan code for security vulnerabilities, find bugs, check for SQL injection, XSS, command injection, exposed API keys, hardcoded secrets, insecure dependencies, access control issues, or any request like "is my code secure?", "review for security issues", "audit this codebase", or "check for vulnerabilities". Covers injection flaws, authentication and access control bugs, secrets exposure, weak cryptography, insecure dependencies, and business logic issues across JavaScript, TypeScript, Python, Java, PHP, Go, Ruby, and Rust.

io.github.calesthio/OpenMontage/manimce-best-practices

Trigger when: (1) User mentions "manim" or "Manim Community" or "ManimCE", (2) Code contains `from manim import *`, (3) User runs `manim` CLI commands, (4) Working with Scene, MathTex, Create(), or ManimCE-specific classes. Best practices for Manim Community Edition - the community-maintained Python animation engine. Covers Scene structure, animations, LaTeX/MathTex, 3D with ThreeDScene, camera control, styling, and CLI usage. NOT for ManimGL/3b1b version (which uses `manimlib` imports and `manimgl` CLI).

io.github.calesthio/OpenMontage/bfl-api

BFL FLUX API integration guide covering endpoints, async polling patterns, rate limiting, error handling, webhooks, and regional endpoints with Python and TypeScript code examples.

io.github.HKUDS/OpenSpace/pdf-checklist-generation

Generate structured PDF checklists and reports using Python libraries in sandbox

io.github.HKUDS/OpenSpace/pdf-checklist-generator

Generate structured PDF checklists and reports with tables, sections, and scoring criteria using Python libraries

io.github.HKUDS/OpenSpace/pdf-checklist-workflow

Generate structured PDF documents with tables, sections, and scoring using Python libraries in execute_code_sandbox

io.github.HKUDS/OpenSpace/pdf-debug-unbuffered

Debug Python PDF generation errors by using unbuffered output and stderr inspection to reveal actual tracebacks

io.github.HKUDS/OpenSpace/pdf-download-extract-fallback-enhanced-e27e0c

PDF text extraction with tool cascade prioritizing shell pdftotext before Python fallback

io.github.HKUDS/OpenSpace/pdf-verification-cli

Verify PDF page count and content using command-line tools when Python libraries unavailable

io.github.HKUDS/OpenSpace/pdf-gen-fallback

Reliable PDF generation using shell-based Python execution when sandbox fails

io.github.github/awesome-copilot/semantic-kernel

Create, update, refactor, explain, or review Semantic Kernel solutions using shared guidance plus language-specific references for .NET and Python.

io.github.github/awesome-copilot/microsoft-agent-framework

Create, update, refactor, explain, or review Microsoft Agent Framework solutions using shared guidance plus language-specific references for .NET and Python.

io.github.ECNU-ICALK/AutoSkill/refactor-loops-to-pandarallel-parallel-processing

Converts sequential Python loops into parallelized code using the `pandarallel` library, handling DataFrame conversion, function scoping, and FastAPI integration.

io.github.phuryn/pm-skills/dummy-dataset

Generate realistic dummy datasets for testing with customizable columns, constraints, and output formats (CSV, JSON, SQL, Python script). Use when creating test data, building mock datasets, or generating sample data for development and demos.

io.github.diegosouzapw/awesome-omni-skill/automation_expert

自动化流程与脚本专家，擅长使用 Python, PowerShell, Shell 及各类工具实现任务自动化。

io.github.tech-leads-club/agent-skills/security-best-practices

Perform language and framework specific security best-practice reviews and suggest improvements. Use when the user explicitly requests security best practices guidance, a security review or report, or secure-by-default coding help. Supports Python, JavaScript/TypeScript, and Go. Do NOT use for general code review, debugging, threat modeling (use security-threat-model), or non-security tasks.

io.github.foryourhealth111-pixel/Vibe-Skills/pdf

Use when tasks involve reading, creating, or reviewing PDF files where rendering and layout matter; prefer visual checks by rendering pages (Poppler) and use Python tools such as `reportlab`, `pdfplumber`, and `pypdf` for generation and extraction.

io.github.github/awesome-copilot/comment-code-generate-a-tutorial

Transform this Python script into a polished, beginner-friendly project by refactoring the code, adding clear instructional comments, and generating a complete markdown tutorial.

io.github.github/awesome-copilot/code-exemplars-blueprint-generator

Technology-agnostic prompt generator that creates customizable AI prompts for scanning codebases and identifying high-quality code exemplars. Supports multiple programming languages (.NET, Java, JavaScript, TypeScript, React, Angular, Python) with configurable analysis depth, categorization methods, and documentation formats to establish coding standards and maintain consistency across development teams.