How real projects configure their agents

43,712 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 agents7,642Claude Code6,648Data and AI3,676Backend and APIs3,504Languages3,399Planning3,222Git and workflow3,208Code review2,742Testing2,379Memory and context2,369Writing and docs2,323DevOps and cloud2,311Research2,290Frontend2,261Security2,025Productivity1,719

All Claude Code31,996 Codex23,310 OpenCode22,256 GitHub Copilot3,557 Gemini CLI1,917 Cursor1,739 Windsurf141 Kiro81

Project Stars Configures Files Always loaded
beast-bruiser/theartifact-cli theartifact.art CLI to interact with the-artifact-art models and workflow. 2 Claude Code 1 2,482 tok
howells/scaffold scaffold-drab-eta.vercel.app Opinionated documentation scaffold and project baseline for Howells TypeScript apps, packa 2 Claude Code, Codex, OpenCode 4 901 tok
webteractive/zetty GUI terminal multiplexer built on libghostty with AI agent detection 2 Claude Code, Codex, OpenCode 2 48,452 tok
yunze7373/openclaw-termux OpenClaw Termux Fork - Personal customizations 2 Claude Code, Codex, GitHub Copilot, OpenCode 3 6,822 tok
krayin/agent-skills Krayin CRM Agent Skills 2 Codex, OpenCode 1 807 tok
Mneno-AI/Mneno A memory layer for AI agents and applications that does more than just “remember”; it pres 2 Codex, OpenCode 1 3,120 tok
jmfloreszazo/agent-eval-poc Four deployable reference scenarios to govern GitHub Copilot and custom AI agents like any 2 Claude Code, Codex, OpenCode 4 884 tok
xuanhieu2611/Rivet youtu.be Autonomous software engineering platform. Submit an engineering job, watch a sandboxed AI 2 Claude Code, Codex, OpenCode 2 16,354 tok
LuckyOneTwoThree/keel A keel for human + AI project management. Markdown as the database, Git as the audit log, 2 Claude Code, Codex, Cursor, OpenCode 3 1,924 tok
xmanatee/pub pub.blue 2 Claude Code, Codex, OpenCode 3 421 tok
tmusser/chart-contract Claim-first chart auditing for Python: validate the data, claim, visual choice, provenance 2 Codex, OpenCode 1 269 tok
jeremy-jm/lando This is a dictionary project that is compatible with all platforms, aims to explore the ap 2 Claude Code 1
cueapi/cueapi-cli cueapi.ai Official CLI for CueAPI. Coordinate and verify agent work from the terminal. 2 Claude Code 1 622 tok
weill-labs/hgm Clean-room reimplementation of the Huxley-Gödel Machine (arXiv:2510.21614): a self-improvi 2 Claude Code, Codex, OpenCode 5 1,526 tok
ssf0409/tracelens ssf0409.github.io Evaluation and regression-testing framework for AI agents, published in pypi.org/project/t 2 Claude Code 1 3,909 tok
planailabs/ui.plan.ai ui.plan.ai plan.ai's agent-generated UI streams 2 Claude Code, Codex, OpenCode 9 1,678 tok
bbonin023/workspace-memory A documentation convention for capturing project state in a way humans and AI agents can b 2 Codex, OpenCode 1 1,832 tok
aspose-email/agentic-net-examples products.aspose.com Agent-generated C# examples for Aspose.Email for .NET - compiled, executed, and validated 2 Codex, OpenCode 1 1,018 tok
querystory/tmux-rc Watch and control whatever runs in a tmux pane — Codex, Claude Code, Gemini CLI, OpenCode, 2 Claude Code, Codex, OpenCode 2 1,662 tok
OrionArchitekton/proctor danmercede.com Proctor: an agent that QAs other agents. UiPath AgentHack 2026, Track 3 (UiPath Test Cloud 2 Codex, OpenCode 1 550 tok
GovOn-Org/GovOn govon-org.github.io Dong-A University field mirror-type linked project | GovOn Agentic Shell | Collaboration w 2 Codex, GitHub Copilot, OpenCode 2 923 tok
Michelia-L/AI-WealthPilot A modern wealth management & portfolio quant engine. Features Mean-Variance Optimization ( 2 Codex, OpenCode 1 1,978 tok
emrecengdev/codex-chief Budget-disciplined multi-agent setup for OpenAI Codex — cheap orchestrator, tiered subagen 2 Codex, OpenCode 1 603 tok
BombyxLabs/codex-harness-maintenance bombyxlabs.com Report-only harness maintenance for Codex projects: reduce context bloat, token spend, and 2 Codex, OpenCode 1 612 tok
Cyrus580529/Attest Trustworthy, self-verifying web agent core — proposes actions, the harness validates real 2 Claude Code 1 13,350 tok
escoffier-labs/agentpantry brigade.tools Your agent machine needs your logins. Pantry ships them sealed. Opt-in AES-256-GCM browser 2 Codex, OpenCode 1 1,257 tok
mdjakkariya/jacky mdjakkariya.github.io AI Agent for your daily activities and coding task 👨🏻‍💻 via CLI / chat / voice 2 Claude Code 1 2,821 tok
aibrohim/react-frontend-template Production-ready React 19 + Vite 7 template with authentication, role-based access control 2 Claude Code, Cursor 2 5,001 tok
risk-ai/regulator.ai regulator.ai Vienna OS — The execution control layer for autonomous AI systems. Cryptographic warrants, 2 Codex, OpenCode 1 1,839 tok
dharma-okf-foundation/dharma-okf cloud.google.com The first OKF bundle outside data catalogs — demonstrating the format's power for Dharma k 2 Claude Code 1 2,067 tok
ametel01/agentreceipt ametel.dev AgentReceipt is a local evidence sidecar for AI-assisted coding sessions. It records sessi 2 Codex, OpenCode 1 572 tok
ShanHaiFish/dsh-plugin-security-review DSH dynamic Cordis plugin installation security review gate (DeepSeek Harness plugin insta 2 Codex, OpenCode 1 1,751 tok
vdittgen/arandu Privacy-first AI assistant that runs entirely on your machine. Local Ollama inference, emb 2 Claude Code 1 2,103 tok
bossandy123/debate-agents AI Talkshow—AI-powered intelligent debate 2 Claude Code 11 470 tok
agentsfolder/agents-cli agentsfolder.github.io A CLI that projects canonical .agents/ configuration into agent-native surfaces. 2 Codex, OpenCode 1 1,484 tok
0SxD/archive-openbrain A brain harness for large language models. Long-term memory, Trinity dialectic, research c 2 Claude Code 1 834 tok
hatyibei/shingan AI Agent Workflow Static Analyzer — detect infinite loops, cost explosions, PII leak paths 2 Claude Code, Codex 3
karandangi123/leadforge-ai leadforge-ai-weld.vercel.app Human-in-the-loop AI RevOps platform for lead research, website audits, outreach drafting, 2 Codex, OpenCode 1 74 tok
vpeetla-ai/aegisai-enterprise-agent-platform aegisai-enterprise-agent-platform.vercel.app Enterprise agent governance control plane — AI Gateway, HITL, OPA policy, signed audit, Fi 2 Claude Code, Codex, Cursor, OpenCode 14 389 tok
ykdojo/antigravity-cloud-run Run multiple Antigravity CLI (agy) sessions in isolated Docker containers, locally or on C 2 Claude Code, Codex, OpenCode 2 945 tok
gvruz80-stack/TermEx-AI Terminal Expanded AI [TermEx AI] is a full screen Terminal Emulator built for making AI CL 2 Claude Code 3 1,162 tok
sitanshukr08/Aegisdesk Enterprise Autonomous IT Intelligence — A deterministic, multi-agent LangGraph swarm with 2 Codex, OpenCode 1 630 tok
liuyingxuvka/FlowGuard Executable finite-state models for designing and checking AI-agent workflows, UI flows, an 2 Codex, OpenCode 16 2,987 tok
Lexideck-Technologies/Lexideck2026 A six-agent creative and research federation for OpenAI Codex, with 19 reusable skills and 2 Codex, OpenCode 20 876 tok
Fox-River-AI/agent-atlas-studio Erwin-style visual modeler for agentic AI platforms — orchestrator, tasks, agents, MCP too 2 Claude Code 1 1,889 tok
Arclude/Arterm-CLI arterm.dev Terminal AI coding agent that runs local models. Connect to Ollama, any OpenAI-compatible 2 Claude Code, Codex, OpenCode 2 641 tok
vypdev/copilot Github with super powers 2 Claude Code, Codex, OpenCode 3 552 tok
QWED-AI/qwed-infra docs.qwedai.com Deterministic verification layer for infrastructure as code. Verifies AWS IAM policies, ne 2 GitHub Copilot 1 205 tok
neilshermes-project/hermes-memory-hybrid One-command hybrid memory upgrade for Hermes Agent (FTS5 + sqlite-vec + embeddings). Fully 2 Codex, OpenCode 1 317 tok
Endokelp/Should-I-build Multi-agent market validation skill for Claude Code and Cursor — BUILD / CONDITIONAL / PIV 2 Codex, OpenCode 1 464 tok