How real projects configure their agents

23,157 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 agents7,557Claude Code6,620Data and AI3,682Backend and APIs3,496Languages3,401Planning3,217Git and workflow3,165Code review2,733Testing2,364Memory and context2,364DevOps and cloud2,310Writing and docs2,303Research2,297Frontend2,252Security2,013Productivity1,710

All Claude Code31,977 Codex23,157 OpenCode22,109 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,739 Windsurf129 Kiro79

Project Stars Configures Files Always loaded
magnusrodseth/sparebank1-cli CLI for the SpareBank 1 personal banking API (accounts, transactions, transfers). BankID l 22 Codex, OpenCode 1 819 tok
WizTheAgent/IronMesh ironmesh.org Local-first, end-to-end encrypted agent-to-agent mesh protocol. Zero-config LAN + LoRa. Ru 22 Codex, OpenCode 1 1,853 tok
WildPigKing/codex-project-skill-manager Consent-first workspace governance for Codex: standardize future project locations and lay 22 Codex, OpenCode 1 630 tok
meltedinhex/analyst-ai-pack meltedinhex.com An open agent-skills library for malware analysis, reverse engineering, and threat hunting 22 Codex, GitHub Copilot, OpenCode 2 1,536 tok
MLOps-Courses/mlops-coding-skills mlops-coding-course.fmind.dev Agent skills based on the MLOps Coding Course 22 Codex, OpenCode 1 1,092 tok
dmirain/OctoForge Self-hosted multi-tenant agent platform for teams: skills, knowledge, API contracts and MC 22 Claude Code, Codex, OpenCode 4 3,716 tok
0GiS0/miduconf-mcp youtube.com 🚀 Mi demos de la Miduconf 2025 👾 22 Codex, OpenCode 1 837 tok
maxkle1nz/m1nd m1nd.world m1nd is a local-first context runtime for coding agents: an evidence-bound, continuously v 22 Codex, OpenCode 1 10,042 tok
nantobv/pituitary Catch spec drift before it catches you. Indexes your specs, docs, and decision records, th 22 Claude Code, Codex, Gemini CLI, OpenCode 5 2,571 tok
CRJFisher/ariadne 🧵 Follow the thread through your codebase - find definitions, track references, and build 22 Claude Code, Codex, OpenCode 23 3,320 tok
hecatehq/hecate hecate.sh AI workspace and runtime for projects, chats, providers, memory, approvals, and supervised 22 Claude Code, Codex, GitHub Copilot, OpenCode 8 9,628 tok
0GiS0/biznagafest-mcp MCP Servers en Málaga con salero 22 Codex, OpenCode 1 103 tok
ducnguyen67201/FeatherlaneAI featherlane.ai Real-time guardrail runtime for AI agents. 22 Claude Code, Codex, OpenCode 2 4,375 tok
jeremylongshore/iam-bob-adk-python Intent Agent Model (IAM) — Bob reference runtime on Google ADK. Historical V1. IAM = Inten 22 Claude Code, Codex, OpenCode 7 6,595 tok
deeheber/job-search-agent An agent built with Strands deployed to Amazon Bedrock AgentCore to aid in the job hunt 22 Claude Code, Codex, OpenCode 2 126 tok
thecompez/ai-for-modern-cpp A template repository for guiding AI coding agents to write safe, modern C++20/23/26 code 22 Claude Code, Codex, OpenCode 2 12,491 tok
madebypan/FigCC Figma design agent powered by the local Codex CLI and App Server bridge 22 Claude Code, Codex, OpenCode 2 1,939 tok
staruhub/CrewClaw crewhire.fly.dev Local-first AI Employee OS: discover, hire, supervise, verify evidence, and grow AI employ 22 Codex, OpenCode 1 762 tok
asset-node-com/asset-node.com asset-node.com ITAM OPEN SOURCE 22 Codex, OpenCode 1 1,418 tok
iFurySt/aifi 💰 AIFi (AI Finance) is an agent-first workspace for compounding investment research and i 22 Claude Code, Codex, OpenCode 2 464 tok
l3utterfly/layla-sdk Layla Typescript SDK for creating custom mini-apps within Layla 22 Claude Code, Codex 1
shawndotty/ioto-update Plugin For IOTO Framework Update 22 Codex, OpenCode 1 5,242 tok
mKeRix/toolscript Efficient MCP tool calling in code mode for Claude Code 22 Claude Code, Codex, OpenCode 5 146 tok
readycheck-dev/skills readycheck.dev ReadyCheck Claude Code marketplace 22 Claude Code, Codex, OpenCode 2 194 tok
aiecosvietnam/learning-ai Learning AI — học AI từ số 0 đến ship sản phẩm thật: Generative AI, Agentic AI, full-stack 22 Claude Code, Codex, OpenCode 2 3,438 tok
djfksjd/patent-search-skill 🇰🇷 Prior-art research agent skill for inventions [supports Claude Code·Codex·agy(Antigra 22 Claude Code, Codex, OpenCode 1 766 tok
Parad0x-Labs/openclaw-skills Encrypted vault, ZK settlement archiving, x402 payment receipts, Agent Passport binding, a 22 Codex, OpenCode 1 9,914 tok
crafter-station/lupa lupa.build The Knowledge API for AI Agents 22 Codex, OpenCode 1 9,668 tok
shrug-labs/aipack 22 Codex, OpenCode 1 2,513 tok
atlanhq/atlan-python docs.atlan.com Official Python SDK for the Atlan 💙 22 Claude Code, Codex, OpenCode 6 1,222 tok
jdm4pku/RE-Skills Requirements Engineering Skills for Claude Code, Cowork, Codex, and AI agents. 22 Claude Code, Codex, OpenCode 3 2,759 tok
lanbai-sunsky/llm-wiki-studio Local course learning workbench powered by Claude Code CLI and Skills 22 Claude Code, Codex, OpenCode 4 802 tok
mdcms-ai/mdcms mdcms.ai The AI Content Engine. 22 Claude Code, Codex, OpenCode 17 3,342 tok
hoangsonww/Forge-Agentic-Coding-CLI hoangsonww.github.io 🦄 Forge - a local-first, multi-agent software-engineering runtime that runs Claude Code / 22 Claude Code, Codex, OpenCode 29 4,020 tok
srtab/daiv daivagent.com Your AI-powered SWE teammate, built into your git workflow 22 Claude Code, Codex, OpenCode 4 1,845 tok
DevSquad-AI/DevSquad Opencode Agent Plugin equals a fullstack development team 22 Codex, OpenCode 2 1,935 tok
keanji-x/Navi 22 Claude Code, Codex 1
GetStream/stream-feeds-js 22 Claude Code, Codex, OpenCode 2 7,698 tok
circlemouth/Codex-Wrapper 22 Codex, OpenCode 1 672 tok
JBorgia/signaltree A powerful, type-safe, modular signal-based state management solution for Angular applicat 22 Codex, GitHub Copilot, Cursor, OpenCode 6 12,445 tok
conradkoh/raggrep Local semantic search and retrieval 22 Claude Code, Codex, Cursor, OpenCode 4 2,202 tok
niketpathak/devpreferences These are my own preferences while doing development. 22 Codex, OpenCode 1 1,021 tok
zhlhleo/codex-agent-automation Portable Codex custom agent profiles and multi-agent automation rules. 22 Codex, OpenCode 1 1,227 tok
BuiltBrokenModding/MFFS_Classic Classic version of Claclavia's MFFS mod 22 Claude Code, Codex, GitHub Copilot, OpenCode 3 797 tok
sapiencexyz/sapience sapience.xyz 22 Claude Code, Codex, OpenCode 7 1,735 tok
Kuberwastaken/reference Let your AI agents search each other's past sessions. 22 Codex, OpenCode 1 1,133 tok
ek0212/second-brain-template 22 Claude Code, Codex, OpenCode 6 605 tok
ninjaa/openai-codex-exec-plan 22 Codex, OpenCode 1 1,063 tok
wende/mobileclaw mobileclaw.vercel.app OpenClaw (and LM Studio) chat with strong focus on responsive and beautiful interface 22 Claude Code, Codex, OpenCode 2 3,016 tok
anchenqlw/AgentBook Web 4.0 knowledge community maintained with agents: a living, machine-readable catalog for 22 Codex, OpenCode 1 533 tok