Audit reports

Skill audit reports for agent builders.

A practical review layer for install readiness, trust, quality, maintenance, and adoption risk. These reports are heuristic metadata audits, not full source-code security reviews.

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Audited skill shortlist

#1

Superpowers

Safe to tryAudit 97Trust 100

An agentic skills framework & software development methodology that works.

7 checks passed, 0 review items. No major metadata warnings detected.

221K starsJun 3, 2026 pushQuality 100Maintenance 100
#2

Hermes Agent

Safe to tryAudit 97Trust 100

The agent that grows with you

7 checks passed, 1 review items. Documentation summary is thin

188K starsJun 9, 2026 pushQuality 100Maintenance 100
#3

System Prompts And Models Of AI Tools

Safe to tryAudit 97Trust 100

FULL Augment Code, Claude Code, Cluely, CodeBuddy, Comet, Cursor, Devin AI, Junie, Kiro, Leap.new, Lovable, Manus, NotionAI, Orchids.app, Perplexity, Poke, Qoder, Replit, Same.dev, Trae, Traycer AI, VSCode Agent, Warp.dev, Windsurf, Xcode, Z.ai Code, Dia & v0. (And other Open Sourced) System Prompts, Internal Tools & AI Models

7 checks passed, 0 review items. No major metadata warnings detected.

139K starsMay 23, 2026 pushQuality 100Maintenance 100
#4

Firecrawl

Safe to tryAudit 97Trust 100

The API to search, scrape, and interact with the web at scale. 🔥

7 checks passed, 0 review items. No major metadata warnings detected.

130K starsJun 9, 2026 pushQuality 100Maintenance 100
#5

Firecrawl

Safe to tryAudit 97Trust 100

Turn any website into LLM-ready markdown or structured data

7 checks passed, 1 review items. Documentation summary is thin

130K starsJun 9, 2026 pushQuality 100Maintenance 100
#6

Awesome Llm Apps

Safe to tryAudit 97Trust 100

100+ AI Agent & RAG apps you can actually run — clone, customize, ship.

7 checks passed, 0 review items. No major metadata warnings detected.

114K starsJun 3, 2026 pushQuality 100Maintenance 100
#8

Browser Use

Safe to tryAudit 97Trust 100

🌐 Make websites accessible for AI agents. Automate tasks online with ease.

7 checks passed, 0 review items. No major metadata warnings detected.

98K starsJun 6, 2026 pushQuality 100Maintenance 100
#9

Browser Use

Safe to tryAudit 97Trust 100

Make AI agents interact with websites using natural language

7 checks passed, 1 review items. Documentation summary is thin

97K starsJun 1, 2026 pushQuality 100Maintenance 100
#10

Playwright

Safe to tryAudit 97Trust 100

Playwright is a framework for Web Testing and Automation. It allows testing Chromium, Firefox and WebKit with a single API.

7 checks passed, 0 review items. No major metadata warnings detected.

90K starsJun 5, 2026 pushQuality 100Maintenance 100
#11

PaddleOCR

Safe to tryAudit 97Trust 100

Turn any PDF or image document into structured data for your AI. A powerful, lightweight OCR toolkit that bridges the gap between images/PDFs and LLMs. Supports 100+ languages.

7 checks passed, 0 review items. No major metadata warnings detected.

82K starsJun 8, 2026 pushQuality 100Maintenance 100
#12

Claude Mem

Safe to tryAudit 97Trust 100

Persistent Context Across Sessions for Every Agent – Captures everything your agent does during sessions, compresses it with AI, and injects relevant context back into future sessions. Works with Claude Code, OpenClaw, Codex, Gemini, Hermes, Copilot, OpenCode + More

7 checks passed, 0 review items. No major metadata warnings detected.

81K starsJun 6, 2026 pushQuality 100Maintenance 100
#13

Tesseract

Safe to tryAudit 97Trust 100

Tesseract Open Source OCR Engine (main repository)

7 checks passed, 1 review items. Documentation summary is thin

75K starsJun 4, 2026 pushQuality 100Maintenance 100
#14

Superset

Safe to tryAudit 97Trust 100

Apache Superset is a Data Visualization and Data Exploration Platform

7 checks passed, 0 review items. No major metadata warnings detected.

73K starsJun 6, 2026 pushQuality 100Maintenance 100
#15

Daytona

Safe to tryAudit 97Trust 100

Daytona is a Secure and Elastic Infrastructure for Running AI-Generated Code

7 checks passed, 0 review items. No major metadata warnings detected.

72K starsJun 6, 2026 pushQuality 100Maintenance 100
#16

Deer Flow

Safe to tryAudit 97Trust 100

An open-source long-horizon SuperAgent harness that researches, codes, and creates. With the help of sandboxes, memories, tools, skill, subagents and message gateway, it handles different levels of tasks that could take minutes to hours.

7 checks passed, 0 review items. No major metadata warnings detected.

71K starsJun 8, 2026 pushQuality 100Maintenance 100
#18

Scikit Learn

Safe to tryAudit 97Trust 100

scikit-learn: machine learning in Python

7 checks passed, 1 review items. Documentation summary is thin

66K starsJun 8, 2026 pushQuality 100Maintenance 100
#19

Crawl4AI

Safe to tryAudit 97Trust 100

Open-source LLM-friendly web crawler and scraper

7 checks passed, 1 review items. Documentation summary is thin

66K starsMay 22, 2026 pushQuality 100Maintenance 100
#20

Learn Claude Code

Safe to tryAudit 97Trust 100

Bash is all you need - A nano claude code–like 「agent harness」, built from 0 to 1

7 checks passed, 0 review items. No major metadata warnings detected.

65K starsJun 4, 2026 pushQuality 100Maintenance 100
#21

Open Design

Safe to tryAudit 97Trust 100

🎨 Local-first, open-source Claude Design alternative. 🖥️ Native desktop app. ⚡ 259+ Skills · ✨ 142+ Design Systems 🖼️ Web · desktop · mobile prototypes · slides · images · videos · HyperFrames 📦 Sandboxed preview · HTML/PDF/PPTX/MP4 export 🤖 Claude Code / OpenClaw / Codex / Cursor / OpenCode / Qwen / Copilot / Hermes / Kimi & 17+ CLIs.

7 checks passed, 0 review items. No major metadata warnings detected.

62K starsJun 9, 2026 pushQuality 100Maintenance 100
#22

Anything Llm

Safe to tryAudit 97Trust 100

Stop renting your intelligence. Own it with AnythingLLM. Everything you need for a powerful local-first agent experience

7 checks passed, 0 review items. No major metadata warnings detected.

61K starsJun 6, 2026 pushQuality 100Maintenance 100
#23

Docling

Safe to tryAudit 97Trust 100

Get your documents ready for gen AI

7 checks passed, 1 review items. Documentation summary is thin

61K starsJun 5, 2026 pushQuality 100Maintenance 100
#24

Graphify

Safe to tryAudit 97Trust 100

AI coding assistant skill (Claude Code, Codex, OpenCode, Cursor, Gemini CLI, and more). Turn any folder of code, SQL schemas, R scripts, shell scripts, docs, papers, images, or videos into a queryable knowledge graph. App code + database schema + infrastructure in one graph.

7 checks passed, 0 review items. No major metadata warnings detected.

60K starsJun 6, 2026 pushQuality 100Maintenance 100
#25

Llm App

Safe to tryAudit 97Trust 100

Ready-to-run cloud templates for RAG, AI pipelines, and enterprise search with live data. 🐳Docker-friendly.⚡Always in sync with Sharepoint, Google Drive, S3, Kafka, PostgreSQL, real-time data APIs, and more.

7 checks passed, 0 review items. No major metadata warnings detected.

59K starsJun 3, 2026 pushQuality 100Maintenance 100
#26

Mem0

Safe to tryAudit 97Trust 100

Universal memory layer for AI Agents

7 checks passed, 1 review items. Documentation summary is thin

58K starsJun 6, 2026 pushQuality 100Maintenance 100
#28

ImHex

Safe to tryAudit 97Trust 100

🔍 A Hex Editor for Reverse Engineers, Programmers and people who value their retinas when working at 3 AM.

7 checks passed, 0 review items. No major metadata warnings detected.

54K starsJun 6, 2026 pushQuality 100Maintenance 100
#29

CrewAI

Safe to tryAudit 97Trust 100

Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks.

7 checks passed, 0 review items. No major metadata warnings detected.

53K starsJun 6, 2026 pushQuality 100Maintenance 100
#30

Awesome Openclaw Skills

Safe to tryAudit 97Trust 100

The awesome collection of OpenClaw skills. 5,400+ skills filtered and categorized from the official OpenClaw Skills Registry.🦞

7 checks passed, 0 review items. No major metadata warnings detected.

50K starsJun 7, 2026 pushQuality 100Maintenance 100
#31

Career Ops

Safe to tryAudit 97Trust 100

AI-powered job search system built on Claude Code. 14 skill modes, Go dashboard, PDF generation, batch processing.

7 checks passed, 0 review items. No major metadata warnings detected.

49K starsJun 3, 2026 pushQuality 100Maintenance 100
#32

Agent Skills

Safe to tryAudit 97Trust 100

Production-grade engineering skills for AI coding agents.

7 checks passed, 1 review items. Documentation summary is thin

49K starsJun 7, 2026 pushQuality 100Maintenance 100
#33

Pandas

Safe to tryAudit 97Trust 100

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

7 checks passed, 0 review items. No major metadata warnings detected.

49K starsJun 6, 2026 pushQuality 100Maintenance 100
#34

Ruff

Safe to tryAudit 97Trust 100

An extremely fast Python linter and code formatter, written in Rust.

7 checks passed, 0 review items. No major metadata warnings detected.

48K starsJun 6, 2026 pushQuality 100Maintenance 100
#35

Cherry Studio

Safe to tryAudit 97Trust 100

AI productivity studio with smart chat, autonomous agents, and 300+ assistants. Unified access to frontier LLMs

7 checks passed, 0 review items. No major metadata warnings detected.

47K starsJun 9, 2026 pushQuality 100Maintenance 100
#37

Streamlit

Safe to tryAudit 97Trust 100

Streamlit — A faster way to build and share data apps.

7 checks passed, 1 review items. Documentation summary is thin

45K starsJun 6, 2026 pushQuality 100Maintenance 100
#38

Milvus

Safe to tryAudit 97Trust 100

Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search

7 checks passed, 0 review items. No major metadata warnings detected.

45K starsJun 9, 2026 pushQuality 100Maintenance 100
#39

Siyuan

Safe to tryAudit 97Trust 100

A privacy-first, self-hosted, fully open source personal knowledge management software, written in typescript and golang.

7 checks passed, 0 review items. No major metadata warnings detected.

44K starsJun 7, 2026 pushQuality 100Maintenance 100
#40

Codegraph

Safe to tryAudit 97Trust 100

Pre-indexed code knowledge graph for Claude Code, Codex, Gemini, Cursor, OpenCode, AntiGravity, Kiro, and Hermes Agent — fewer tokens, fewer tool calls, 100% local

7 checks passed, 0 review items. No major metadata warnings detected.

44K starsJun 7, 2026 pushQuality 100Maintenance 100
#41

EasySpider

Safe to tryAudit 97Trust 100

A visual no-code/code-free web crawler/spider易采集:一个可视化浏览器自动化测试/数据采集/网页爬虫软件,可以无代码图形化的设计和执行爬虫任务。别名:ServiceWrapper面向Web应用的智能化服务封装系统。

7 checks passed, 0 review items. No major metadata warnings detected.

44K starsMay 22, 2026 pushQuality 100Maintenance 100
#42

Nanobot

Safe to tryAudit 97Trust 100

Lightweight, open-source AI agent for your tools, chats, and workflows.

7 checks passed, 0 review items. No major metadata warnings detected.

44K starsJun 5, 2026 pushQuality 100Maintenance 100
#43

Gradio

Safe to tryAudit 97Trust 100

Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!

7 checks passed, 0 review items. No major metadata warnings detected.

43K starsJun 9, 2026 pushQuality 100Maintenance 100
#44

Paperless Ngx

Safe to tryAudit 97Trust 100

A community-supported supercharged document management system: scan, index and archive all your documents

7 checks passed, 0 review items. No major metadata warnings detected.

42K starsJun 9, 2026 pushQuality 100Maintenance 100
#45

BettaFish

Safe to tryAudit 97Trust 100

微舆:人人可用的多Agent舆情分析助手,打破信息茧房,还原舆情原貌,预测未来走向,辅助决策!从0实现,不依赖任何框架。

7 checks passed, 1 review items. Documentation summary is thin

41K starsMay 24, 2026 pushQuality 100Maintenance 100
#46

Daily Stock Analysis

Safe to tryAudit 97Trust 100

LLM驱动的 A/H/美股智能分析:多数据源行情 + 实时新闻 + LLM决策仪表盘 + 多渠道推送,零成本定时运行,纯白嫖. LLM-powered stock analysis system for A/H/US markets.

7 checks passed, 0 review items. No major metadata warnings detected.

41K starsJun 7, 2026 pushQuality 100Maintenance 100
#47

Agno

Safe to tryAudit 97Trust 100

Build, run, and manage agent platforms.

7 checks passed, 1 review items. Documentation summary is thin

41K starsJun 8, 2026 pushQuality 100Maintenance 100
#48

Cursor Rules

Safe to tryAudit 97Trust 100

A curated collection of cursor rules for various frameworks and technologies

7 checks passed, 1 review items. Documentation summary is thin

40K starsMay 25, 2026 pushQuality 100Maintenance 100
#49

Shellcheck

Safe to tryAudit 97Trust 100

ShellCheck, a static analysis tool for shell scripts

7 checks passed, 1 review items. Documentation summary is thin

40K starsMay 16, 2026 pushQuality 100Maintenance 100
#50

Tesseract.Js

Safe to tryAudit 97Trust 100

Pure Javascript OCR for more than 100 Languages 📖🎉🖥

7 checks passed, 1 review items. Documentation summary is thin

38K starsMay 17, 2026 pushQuality 100Maintenance 100
#51

ShareX

Safe to tryAudit 97Trust 100

ShareX is a free and open-source application that enables users to capture or record any area of their screen with a single keystroke. It also supports uploading images, text, and various file types to a wide range of destinations.

7 checks passed, 0 review items. No major metadata warnings detected.

38K starsJun 9, 2026 pushQuality 100Maintenance 100
#52

ToolJet

Safe to tryAudit 97Trust 100

ToolJet is the open-source foundation of ToolJet AI - the enterprise app generation platform for building internal tools, dashboard, business applications, workflows and AI agents 🚀

7 checks passed, 0 review items. No major metadata warnings detected.

38K starsJun 5, 2026 pushQuality 100Maintenance 100
#53

LightRAG

Safe to tryAudit 97Trust 100

[EMNLP2025] "LightRAG: Simple and Fast Retrieval-Augmented Generation"

7 checks passed, 0 review items. No major metadata warnings detected.

36K starsJun 6, 2026 pushQuality 100Maintenance 100
#54

Oh My Claudecode

Safe to tryAudit 97Trust 100

Teams-first Multi-agent orchestration for Claude Code

7 checks passed, 1 review items. Documentation summary is thin

36K starsJun 5, 2026 pushQuality 100Maintenance 100
#56

CyberChef

Safe to tryAudit 97Trust 100

The Cyber Swiss Army Knife - a web app for encryption, encoding, compression and data analysis

7 checks passed, 0 review items. No major metadata warnings detected.

35K starsJun 8, 2026 pushQuality 100Maintenance 100
#57

Obsidian Skills

Safe to tryAudit 97Trust 100

Agent skills for Obsidian. Teach your agent to use Markdown, Bases, JSON Canvas, and use the CLI.

7 checks passed, 0 review items. No major metadata warnings detected.

35K starsJun 8, 2026 pushQuality 100Maintenance 100
#58

OCRmyPDF

Safe to tryAudit 97Trust 100

OCRmyPDF adds an OCR text layer to scanned PDF files, allowing them to be searched

7 checks passed, 0 review items. No major metadata warnings detected.

34K starsJun 5, 2026 pushQuality 100Maintenance 100
#59

Graphrag

Safe to tryAudit 97Trust 100

A modular graph-based Retrieval-Augmented Generation (RAG) system

7 checks passed, 0 review items. No major metadata warnings detected.

34K starsJun 5, 2026 pushQuality 100Maintenance 100
#60

CopilotKit

Safe to tryAudit 97Trust 100

The Frontend Stack for Agents & Generative UI. React + Angular. Makers of the AG-UI Protocol

7 checks passed, 0 review items. No major metadata warnings detected.

33K starsJun 6, 2026 pushQuality 100Maintenance 100
#61

PageIndex

Safe to tryAudit 97Trust 100

📑 PageIndex: Document Index for Vectorless, Reasoning-based RAG

7 checks passed, 0 review items. No major metadata warnings detected.

33K starsJun 5, 2026 pushQuality 100Maintenance 100
#62

Qdrant

Safe to tryAudit 97Trust 100

Qdrant - High-performance, massive-scale Vector Database and Vector Search Engine for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/

7 checks passed, 0 review items. No major metadata warnings detected.

32K starsJun 8, 2026 pushQuality 100Maintenance 100
#63

Conductor

Safe to tryAudit 97Trust 100

Conductor is an event driven agentic workflow engine providing durable and highly resilient execution engine for applications and AI Agents

7 checks passed, 0 review items. No major metadata warnings detected.

32K starsJun 6, 2026 pushQuality 100Maintenance 100
#64

Changedetection.Io

Safe to tryAudit 97Trust 100

Best and simplest tool for website change detection, web page monitoring, and website change alerts. Perfect for tracking content changes, price drops, restock alerts, and website defacement monitoring—all for free or enjoy our SaaS plan!

7 checks passed, 0 review items. No major metadata warnings detected.

32K starsJun 3, 2026 pushQuality 100Maintenance 100
#65

Last30days Skill

Safe to tryAudit 97Trust 100

AI agent skill that researches any topic across Reddit, X, YouTube, HN, Polymarket, and the web - then synthesizes a grounded summary

7 checks passed, 0 review items. No major metadata warnings detected.

31K starsJun 6, 2026 pushQuality 100Maintenance 100
#66

Browser

Safe to tryAudit 97Trust 100

Lightpanda: the headless browser designed for AI and automation

7 checks passed, 1 review items. Documentation summary is thin

31K starsJun 6, 2026 pushQuality 100Maintenance 100
#67

Nanoclaw

Safe to tryAudit 97Trust 100

A lightweight alternative to OpenClaw that runs in containers for security. Connects to WhatsApp, Telegram, Slack, Discord, Gmail and other messaging apps,, has memory, scheduled jobs, and runs directly on Anthropic's Agents SDK

7 checks passed, 0 review items. No major metadata warnings detected.

30K starsJun 5, 2026 pushQuality 100Maintenance 100
#68

Nuclei

Safe to tryAudit 97Trust 100

Nuclei is a fast, customizable vulnerability scanner powered by the global security community and built on a simple YAML-based DSL, enabling collaboration to tackle trending vulnerabilities on the internet. It helps you find vulnerabilities in your applications, APIs, networks, DNS, and cloud configurations.

7 checks passed, 0 review items. No major metadata warnings detected.

29K starsJun 4, 2026 pushQuality 100Maintenance 100
#69

Sim

Safe to tryAudit 97Trust 100

Build, deploy, and orchestrate AI agents. Sim is the central intelligence layer for your AI workforce.

7 checks passed, 0 review items. No major metadata warnings detected.

29K starsJun 9, 2026 pushQuality 100Maintenance 100
#70

Composio

Safe to tryAudit 97Trust 100

Integration platform for AI agents with 250+ app connectors

7 checks passed, 1 review items. Documentation summary is thin

29K starsJun 3, 2026 pushQuality 100Maintenance 100
#71

Reflex

Safe to tryAudit 97Trust 100

🕸️ Web apps in pure Python 🐍

7 checks passed, 1 review items. Documentation summary is thin

28K starsJun 5, 2026 pushQuality 100Maintenance 100
#72

Chroma

Safe to tryAudit 97Trust 100

Search infrastructure for AI

7 checks passed, 1 review items. Documentation summary is thin

28K starsJun 5, 2026 pushQuality 100Maintenance 100
#73

AionUi

Safe to tryAudit 97Trust 100

Free, local, open-source 24/7 Cowork app for OpenClaw, Hermes Agent, Claude Code, Codex, OpenCode, Gemini CLI and 20+ more CLI | Customize your assistants | Star if you like it!

7 checks passed, 0 review items. No major metadata warnings detected.

28K starsJun 7, 2026 pushQuality 100Maintenance 100
#74

Scientific Agent Skills

Safe to tryAudit 97Trust 100

Turn any AI agent into an AI Scientist. The #1 Agent Skills library for science, used by 160,000+ scientists worldwide. 140 ready-to-use skills plus 100+ scientific databases covering biology, chemistry, medicine, and drug discovery. Compatible with Cursor, Claude Code, Codex, Antigravity, and the open Agent Skills standard.

7 checks passed, 0 review items. No major metadata warnings detected.

28K starsJun 7, 2026 pushQuality 100Maintenance 100
#75

Koreader

Safe to tryAudit 97Trust 100

An ebook reader application supporting PDF, DjVu, EPUB, FB2 and many more formats, running on Cervantes, Kindle, Kobo, PocketBook and Android devices

7 checks passed, 0 review items. No major metadata warnings detected.

27K starsJun 7, 2026 pushQuality 100Maintenance 100
#76

Koodo Reader

Safe to tryAudit 97Trust 100

A modern ebook manager and reader with sync and backup capacities for Windows, macOS, Linux, Android, iOS and Web

7 checks passed, 0 review items. No major metadata warnings detected.

27K starsJun 6, 2026 pushQuality 100Maintenance 100
#77

Graphiti

Safe to tryAudit 97Trust 100

Build Real-Time Knowledge Graphs for AI Agents

7 checks passed, 1 review items. Documentation summary is thin

27K starsJun 6, 2026 pushQuality 100Maintenance 100
#78

Mlflow

Safe to tryAudit 97Trust 100

The open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of all sizes to debug, evaluate, monitor, and optimize production-quality AI applications while controlling costs and managing access to models and data.

7 checks passed, 0 review items. No major metadata warnings detected.

26K starsJun 5, 2026 pushQuality 100Maintenance 100
#79

Typesense

Safe to tryAudit 97Trust 100

Open Source alternative to Algolia + Pinecone and an Easier-to-Use alternative to ElasticSearch ⚡ 🔍 ✨ Fast, typo tolerant, in-memory fuzzy Search Engine for building delightful search experiences

7 checks passed, 0 review items. No major metadata warnings detected.

26K starsJun 5, 2026 pushQuality 100Maintenance 100
#80

Haystack

Safe to tryAudit 97Trust 100

Open-source AI orchestration framework for building context-engineered, production-ready LLM applications. Design modular pipelines and agent workflows with explicit control over retrieval, routing, memory, and generation. Built for scalable agents, RAG, multimodal applications, semantic search, and conversational systems.

7 checks passed, 0 review items. No major metadata warnings detected.

25K starsJun 5, 2026 pushQuality 100Maintenance 100