How real projects configure their agents

24,815 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 agents8,505Claude Code6,886Git and workflow3,611Data and AI3,580Backend and APIs3,556Languages3,487Planning3,327Code review2,899Testing2,686Writing and docs2,480DevOps and cloud2,479Memory and context2,375Research2,323Frontend2,308Security2,172Project management1,965

All Claude Code32,517 Codex24,815 OpenCode23,733 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,770 Windsurf202 Kiro114

Project Stars Configures Files Always loaded
DataJourneyHQ/MCP datajourneyhq.github.io DJHQ smarty pants 5 Codex, OpenCode 1 503 tok
selfradiance/agentgate Collateralized execution engine for AI agents: bond-and-slash accountability with Ed25519 5 Codex, OpenCode 1 1,113 tok
sandraschi/ai-producer-hub MCP server integrating AI-powered music generation with professional production tools 5 Codex, Cursor, OpenCode 2 392 tok
pgalilea/memx Lightweight and extensible memory layer for LLMs 5 Codex, OpenCode 1 67 tok
RobinOppenstam/sema-evals robinoppenstam.github.io Open, causal evaluations for content-addressed semantics and multi-agent coordination. 5 Codex, OpenCode 1 286 tok
wlvh/coding-workflow Bilingual agent workflow contracts, PR review templates, and sync automation for AI-assist 5 Codex, OpenCode 1 320 tok
hiddenway/kovalsky hiddenway.github.io Kovalsky 🚀 Run an AI team with a single prompt. Kovalsky is an open-source platform for 5 Codex, OpenCode 1 1,839 tok
statico/quickrag 🔍🤖 A fast and flexible RAG tool for indexing and querying documents 5 Claude Code, Codex, OpenCode 2 636 tok
joshuamartyn/next-payload-ai-fluent-starter virtualnative.com AI-fluent full-stack starter with Next.js, Payload CMS, and TypeScript. Built for develope 5 Claude Code, Codex, OpenCode 2 2,729 tok
Ruinius/financial-analyst-skills Turn any earnings PDF into a full DCF valuation with AI agents using Skills. 5 Codex, OpenCode 1 382 tok
GetPullRequest/Sia getpullrequest.com :star2: Your AI dev assistant who works on your behalf while you are offline. It gets your 5 Codex, Kiro, OpenCode 5 3,397 tok
djblack1209-coder/OpenClaw-Bot OpenEverything — Personal AI automation with Telegram, a Tauri console, and traceable mode 5 Codex, OpenCode 1 978 tok
shaahink/conductor payesh.vercel.app An orchestrator that runs coding agents unattended — and never believes them. Event-source 5 Claude Code, Codex, OpenCode 3 7,172 tok
mark-weeks/hello-nested-worlds-adventure enfolded.world Enfolded: Nested World Adventure — a shared persistent multiverse where humans and AI agen 5 Claude Code, Codex, OpenCode 7 4,335 tok
stroland02/Sync Self-maintaining API integrations — watches the third-party APIs your code calls and opens 5 Claude Code, Codex, OpenCode 22 8,533 tok
aleksandr-voitenko/agentic-lore-coding Agentic Lore Coding is a Git-native structured agent workflow (and protocol) for AI-assist 5 Claude Code, Codex, OpenCode 2 1,439 tok
anshulixyz/multi-agent-loop-kit An agent-native setup kit for turning a well-scoped repo into a supervised multi-agent cod 5 Codex, OpenCode 1 1,558 tok
LamantinAI/mayak A FastAPI backend template for services that are built and maintained by coding agents 5 Claude Code, Codex, OpenCode 4 2,286 tok
incidentfox/box Box — self-hosted Claude Code in your pocket. Run real Claude Code & Codex sessions on you 5 Claude Code, Codex, OpenCode 2 2,102 tok
ivanviragine/wade Every Wade does the dirty work so the heroes don't have to. Branches, worktrees, context, 5 Codex, OpenCode 1 4,008 tok
accd/verchestra accd.github.io Verified, portable AI software-delivery harness with policy gates, read-only data probes, 5 Claude Code, Codex, Gemini CLI, OpenCode 3 1,151 tok
Ralph-Workflow/Ralph-Workflow ralphworkflow.com Autopilot for AI Coding Agents, supports OpenCode, Claude Code, pi.dev, Cursor, and many m 5 Claude Code, Codex, OpenCode 32 4,960 tok
Amal-David/mlx-porting-skill mlx-porter.pages.dev MLX Porting Toolkit — an agent-guided, evidence-gated pipeline (scaffold → convert → parit 5 Claude Code, Codex, OpenCode 2 1,258 tok
peter-olom/manor Local agent harness and Docker environment. Butler keeps Codex work supervised. 5 Codex, OpenCode 1 1,560 tok
shyamsridhar123/sharkbait AI-powered coding assistant for the command line. Uses OpenAI Responses API (not Chat). A 5 Claude Code, Codex, GitHub Copilot, OpenCode 4 3,228 tok
error505/Flockion_AI_Engineering flockion.com Build less. Delete more. Keep the code boring. 5 Claude Code, Codex, GitHub Copilot, Kiro, OpenCode 4 2,176 tok
Chasen-Liao/FinTrack An AI-based stock news analysis system that correlates news with stock price trends to sup 5 Claude Code, Codex, OpenCode 2 1,230 tok
felipefernandes/iara pypi.org 🧜‍♀️Iara is an automated, project-agnostic, and configurable code review tool designed to 5 Claude Code, Codex, OpenCode 5 286 tok
mbanderas/maestro marklaursen.com Achieve Frontier AI performance in your CLI — fuse the local model CLIs you already run. F 5 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 5 5,441 tok
bharat3645/The-Ideal-Harness Agent harness / control-plane around a stateless LLM: deterministic policy floor on PreToo 5 Claude Code, Codex, OpenCode 10 5,796 tok
orkiaHQ/orkia orkia.dev An agentic shell that runs AI coding agents (Claude Code, Codex, Gemini) as governed, audi 5 Claude Code, Codex 2 1,865 tok
chaliy/trickery Magic tool to generate things 5 Claude Code, Codex, OpenCode 3 1,470 tok
anistark/sutras anistark.github.io Everything Agentic Skills 5 Codex, OpenCode 1 3,648 tok
4ug-aug/colony getcolony.app Self-hosted agent native Slack / Teams / Linear substitute. Built to enhance how i work:) 5 Codex, Cursor, OpenCode 2 827 tok
JessyTsui/scivly scivly.com Open-source AI research agent for tracking papers, generating summaries, and shipping dail 5 Codex, OpenCode 1 618 tok
agentis-labs/agentis useagentis.com Own your agents, not rent them. Import them into one multi-harness dashboard, with memory 5 Codex, OpenCode 1 468 tok
makefinks/doubt.nvim Neovim plugin for code review with inline claims, persistent sessions, and exportable hand 5 Codex, OpenCode 1 1,625 tok
microsoft/Build26-DEM364-simplify-app-dev-with-cloud-native-postgresql-in-azure-horizondb build.microsoft.com Demo of the Zava Designer Agent — an AI room designer using Azure HorizonDB for vector sea 5 Codex, GitHub Copilot, OpenCode 2 1,032 tok
songoao25/dsh-virtual-product-team Product Team Mode - a DeepSeek Harness agent preset: user-led conversation with a virtual 5 Codex, OpenCode 1 603 tok
Mathi27/openclaw-playbook mathi27.github.io A beginner-friendly guide to OpenClaw with clear steps, demos, and hands-on learning resou 5 Codex, OpenCode 1 641 tok
microsoft/Build26-DEM332-from-zero-to-teammate-in-25-minutes-build-a-teams-agent-live build.microsoft.com Demo showing how to turn a web app into a Microsoft Teams agent using the Teams Developer 5 Codex, GitHub Copilot, OpenCode 2 1,029 tok
render-examples/nanobot-render nanobot-0iyy.onrender.com One-click Render deploy template for nanobot — a lightweight self-hostable AI agent 5 Claude Code, Codex, OpenCode 2 1,253 tok
corteshvictor/vichu-flow Make Claude Code and Codex prove their work — runs advance only when your tests, lint, and 5 Claude Code, Codex, OpenCode 5 1,008 tok
dburkart/vibix Can we autonomously vibe code a kernel? Let's find out! 5 Claude Code, Codex, Cursor, OpenCode 10 327 tok
RobinNorberg/oh-my-copilot npmjs.com Teams-first multi-agent orchestration for Microsoft Copilot CLI 5 Claude Code, Codex, OpenCode 2 7,027 tok
ASMN-96/ai-agents-skills-toolkit AI vibe-coding governance toolkit for AI coding agents, source provenance, activation boun 5 Codex, OpenCode 1 450 tok
juan294/cc-rpi Blueprint repository for Claude Code projects — RPI methodology, known agent error pattern 5 Claude Code, Codex, OpenCode 5 2,579 tok
cvsloane/agent-commander agentcommander.co Mission control for tmux-native AI agent sessions with live streaming, approvals, and mult 5 Claude Code, Codex, OpenCode 2 242 tok
HazelKahlil/Kahlil-skills Installable AI agent Skill for Multica squad design. Installable Multica Agent squad desig 5 Codex, OpenCode 1 360 tok
laird/agents Agent protocols and configurations for SPARC development 5 Claude Code, Codex, Gemini CLI, OpenCode 4 6,989 tok