How real projects configure their agents

24,785 repositories keep their own agent configuration in the open: a CLAUDE.md, a rules file, instructions for Copilot, a skill the project runs on itself. These are not mods to install. They are worth reading for what they reveal — what a maintainer thinks an agent gets wrong.

Building agents8,489Claude Code6,881Git and workflow3,605Data and AI3,580Backend and APIs3,556Languages3,486Planning3,323Code review2,893Testing2,681Writing and docs2,477DevOps and cloud2,477Memory and context2,375Research2,318Frontend2,308Security2,170Project management1,960

All Claude Code32,505 Codex24,785 OpenCode23,702 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,771 Windsurf202 Kiro114

Project Stars Configures Files Always loaded
GabrielDrapor/ovid ovid.ink A bilingual Reader. Two languages, one tap. 68 Claude Code, Codex, OpenCode 2 5,125 tok
thaitype/chief A structured workflow for AI coding agents. Drop it into any project, set your rules once, 68 Claude Code, Codex, OpenCode 3 1,179 tok
itlackey/akm Agent Knowledge Manager (akm). A CLI tool to manage AI agent knowledge, memories, skills, 68 Codex, OpenCode 1 922 tok
Sarv/SarvTerminal sarv.com Fast, open-source macOS terminal + SSH connection manager — saved-host vault, SFTP/SCP, SS 68 Claude Code, Codex, OpenCode 2 836 tok
hyperb1iss/sibyl sibyl.ist Cross-agent memory for AI coding tools: one self-hostable knowledge graph shared by Claude 68 Claude Code, Codex, OpenCode 2 2,537 tok
netlify/axis axis.run Open source tooling and scoring framework to measure how well services work for AI agents. 68 Codex, OpenCode 1 10,074 tok
ankurkumarz/agentic-ai-knowledge-base Agentic AI is the fast evolving technology landscape and this repository is an effort to c 68 Claude Code, Codex, Gemini CLI, OpenCode 3 6,886 tok
emalorenzo/three-agent-skills AI coding agent skills for Three.js and React Three Fiber best practices 68 Claude Code, Codex, OpenCode 2 1,416 tok
firelock-ai/kin kinlab.ai A graph-native code repository for people and AI agents. 68 Codex, OpenCode 1 1,325 tok
tobocop2/lilbee lilbee.sh The whole local AI stack in one executable: it runs and manages local AI models across eve 68 Codex, OpenCode 1 14,849 tok
Fmarzochi/EGC fmarzochi.github.io EGC gives every AI coding agent the same brain. Shared memory, skills, and live context ac 68 Claude Code, Codex, GitHub Copilot, Gemini CLI, Kiro, OpenCode 20 8,305 tok
snyk/studio-recipes A collection of Snyk Studio suggested Rules, Commands, Hooks, and Directives 68 Claude Code, Codex, OpenCode 2 22 tok
jkoelker/schwab-mcp Chat with your portfolio. 68 Codex, OpenCode 1 1,976 tok
1A7432/loreweaver A self-hosted, world & story-first AI Game Master / Keeper for TTRPGs (D&D 5e SRD + CoC 7e 68 Claude Code, Codex, OpenCode 2 4,510 tok
vitalio-sh/thunderbird-cli Give Claude full access to your email through Mozilla Thunderbird. CLI + MCP server for AI 68 Claude Code, Codex, OpenCode 2 1,839 tok
karthikrshet/Career-Agents career-agents.vercel.app The Open-Source AI Career Operating System. 167 Specialized AI Agents across 19 Divisions, 68 Claude Code, Codex, OpenCode 13 609 tok
LamantinAI/kaeru Cognitive memory for LLM agents — local-first, and shareable across a team through the clo 68 Claude Code, Codex, OpenCode 2 8,620 tok
YoungHong1992/ruankao-senior-architecture-designer Knowledge base for preparing for the Systems Architect exam: Markdown organization and pro 68 Codex, OpenCode 1 13,348 tok
KbWen/agent-virtual-office 🏢 Watch your AI coding agents live their office life — Claude Code, Codex & Gemini show u 68 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 54 4,798 tok
omarshahine/apple-pim npmjs.com Native macOS integration for Calendar, Reminders, and Contacts using EventKit and Contacts 68 Claude Code, Codex, GitHub Copilot, OpenCode 18 5,749 tok
Vncntvx/dsh-zotero Zotero plugin for DeepSeek Harness: search and read papers in conversation, audit the lite 68 Codex, OpenCode 1 2,152 tok
xWebt/chinese-erotic-fiction-writing General-purpose skill for writing Chinese adult-oriented (H) novels (Hermes Agent skill) — 68 Claude Code, Codex, OpenCode 2 1,931 tok
esp-mosaico/esp-mosaico-vibe Vibe coding with ESP-Mosaico! 68 Claude Code, Codex, OpenCode 8 1,485 tok
cmaughan/Draxul 🩸 A Dark Factory agentic project. A Universal console shell, city-as-code metaphor. Cros 68 Claude Code, Codex, Gemini CLI, OpenCode 7 7,793 tok
wafflebase/wafflebase wafflebase.io Super Simple Office Suite 68 Claude Code, Codex, OpenCode 14 1,250 tok
AdrianBesleaga/AIFA adrianbesleaga.github.io AI Atomic Feature Architecture 67 Codex, OpenCode 1 457 tok
vouchdev/vouch vouchai.dev A git-native, review-gated knowledge base for AI agents: they propose writes, you approve 67 Claude Code, Codex, OpenCode 3 5,107 tok
n24q02m/better-code-review-graph mcp.n24q02m.com Knowledge graph for token-efficient code reviews -- semantic search and call-graph resolut 67 Claude Code, Codex, OpenCode 5 5,599 tok
dermatologist/pyomop nuchange.ca Python package for managing OHDSI clinical data models. Includes support for LLM based pla 67 Claude Code, Codex, OpenCode 2 551 tok
mnemox-ai/AgentRelay mnemox.ai Verifiable microtask protocol for AI agent collaboration. Task lifecycle, validation engin 67 Claude Code, Codex 2 1,618 tok
lgbarn/shipyard Structured project lifecycle plugin for Claude Code — from idea to production with discipl 67 Claude Code, Codex, OpenCode 5 1,700 tok
HLND2T/CS2_VibeSignatures Generate CS2 signatures via Agent SKILLS with ida-pro-mcp 67 Claude Code, Codex, OpenCode 2 757 tok
Jamie-BitFlight/claude_skills Plugins for Anthropic's Claude Code, Codex, Cursor and more 67 Claude Code, Codex, OpenCode 7 6,016 tok
michalzubkowicz/nixos-management-skill AI Agent Skills for NixOS generated from docs and websites with best practices 67 Codex, OpenCode 1 390 tok
loopdive/js2 js2.loopdive.com JavaScript (ECMAScript) ahead-of-time compiler 67 Claude Code, Codex, OpenCode 11 24,991 tok
elzobrito/ESAA-Core ESAA combina Event Sourcing, projeção determinística e políticas fail-closed para transfor 67 Codex, OpenCode 1 1,058 tok
Osteoporosis/luna-chat-coder Agent Skill and repository template for end-to-end software development entirely inside or 67 Codex, OpenCode 1 193 tok
qingchencloud/cj2api cj2api.qt.cool Convert ChatJimmy into an OpenAI-compatible API using a Cloudflare Worker | Zero-cost depl 67 Claude Code, Codex 3 —
MarkPDFdown/markpdfdown-desktop markdown.fit A high-quality PDF-to-Markdown desktop tool based on large language model visual recogniti 67 Claude Code, Codex, OpenCode 2 5,758 tok
lensesio/agentic-engineering-for-apache-kafka lenses.io AI agent skills for building, operating and troubleshooting Apache Kafka applications. Top 67 Claude Code, Codex, OpenCode 1 2,495 tok
WenyuChiou/research-hub pypi.org AI-operable research workspace for Zotero, Obsidian, and NotebookLM. Use any two, or all t 67 Claude Code, Codex, OpenCode 2 1,547 tok
ric03uec/clawrium ric03uec.github.io CLI fleet management for AI agents on local networks - deploy, upgrade, and monitor OpenCl 67 Claude Code, Codex, OpenCode 23 9,365 tok
sageox/ox sageox.ai The hivemind for AI coding agents — persistent team context recorded once and recalled acr 67 Claude Code, Codex, Gemini CLI, OpenCode 37 4,429 tok
AaronXu-Lab/MasterGo2Figma Move MasterGo's Design to Figma 67 Claude Code, Codex, OpenCode 3 4,482 tok
saibodafu/e-commerce-skill 67 Codex, OpenCode 1 1,073 tok
NourMtir0722/Paperlab paperlab.nawwara.studio Physical, realistic paper as a React component. Real 3D geometry that peels, unrolls, fold 67 Codex, OpenCode 1 14,989 tok
dcc-mcp/dcc-mcp-maya dcc-mcp.github.io Autodesk Maya MCP adapter for AI agents to inspect scenes, model geometry, edit materials, 67 Codex, OpenCode 1 10,082 tok
zvzuola/acp-components zvzuola.github.io UI component library for the Agent Client Protocol (ACP), providing a complete set of comp 67 Claude Code, Codex, OpenCode 2 3,549 tok
Oaklight/ToolRegistry toolregistry.readthedocs.io ToolRegistry: A Protocol-Agnostic Tool Management Library for Function-Calling LLMs (OpenA 67 Claude Code, Codex, OpenCode 2 2,150 tok
xiehuan123/dsh-deepread xiehuan123.github.io Evidence-first reading for AI agents — turn articles, books and PDFs into traceable claims 67 Codex, OpenCode 1 876 tok