How real projects configure their agents

32,564 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 agents8,576Claude Code6,909Git and workflow3,638Data and AI3,577Backend and APIs3,561Languages3,499Planning3,322Code review2,907Testing2,704DevOps and cloud2,498Writing and docs2,488Memory and context2,373Research2,320Frontend2,317Security2,182Project management1,989

All Claude Code32,564 Codex24,947 OpenCode23,868 GitHub Copilot3,726 Gemini CLI2,040 Cursor1,770 Windsurf203 Kiro117

Project Stars Configures Files Always loaded
nitinmms/LitosAiCodingAgent Litos is a real AI coding agent written entirely in C#/.NET, no black box. 5 Claude Code 1 884 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 4,715 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
snapsynapse/guidecheck guidecheck.org AI setup guides can hide instructions a model reads but a human never sees. GuideCheck is 5 Claude Code 1 2,960 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
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
2389-research/ceo-personal-os 2389-research.github.io Personal operating system for executives - reflection frameworks, goal systems, coaching-s 5 Claude Code 1 1,642 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
cliffano/tech-team-agents Famous Tech Teams as AI Agent Personas - Actually useful - Definitely opinionated 5 Claude Code 1 8,226 tok
shashikirandevadiga/apply-pilot AI-powered job application automation system that transforms job descriptions into tailore 5 Claude Code 11 1,771 tok
feldera/feldera-demos feldera.com Demos showing how to build with Feldera 5 Claude Code 11 822 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
nuudge/nudge A coding agent on the go — and share with your whole team 5 Claude Code, Codex, OpenCode 2 545 tok
djbelieny/nova mynova.space An AI team that asks before it acts — 24 specialist agents, task decomposition, and human 5 Claude Code 70 4,199 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
gitpcl/openorchestrator open-orchestrator.com Git worktree + AI agent orchestration for parallel development workflows 5 Claude Code 6 —
brandonkindred/Khala-Agentic-AI-Teams Many Agents, one objective... yours 5 Claude Code 1 3,338 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
48Nauts-Operator/xNaut xnaut.dev Native AI terminal for working with a fleet of coding agents. Run any agent (Claude Code, 5 Claude Code 1 6,970 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
fluxon-lang/fluxon fluxon-lang.com A programming language designed for ai agents — minimal tokens, canonical syntax, batterie 5 Claude Code 1 2,056 tok
skokaina/ark-n8n-custom-nodes Custom n8n nodes for ARK agentic runtime 5 Claude Code 1 3,784 tok
aalpar/wile-goast Cross-layer static analysis of Go source code, scripted in Scheme 5 Claude Code 1 —
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 7,101 tok
juan294/cc-rpi Blueprint repository for Claude Code projects — RPI methodology, known agent error pattern 5 Claude Code, Codex, OpenCode 5 2,688 tok
tpikachu/BrainCue tpikachu.github.io Personal AI memory system / ambient AI companion 5 Claude Code 1 1,819 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
CYBERNETIC-BIZ/CyberneticAgents cybernetic.biz CYBERNETIC AGENTS 5 Claude Code 1 —
quangtam/RemoClaw 🦞 The remote for your AI coding agents — Telegram bot for Kiro, Claude Code, Gemini, Code 5 Claude Code 1 1,748 tok
smallTechOrg/zero-shot-claude-boilerplate this is meant to be a spec boilerplate for new repos. 5 Claude Code 2 1,467 tok
ai-analyst-lab/ai-analyst-starter AI Analyst Starter — Day 1 bootcamp repo 5 Claude Code 1 879 tok
laird/agents Agent protocols and configurations for SPARC development 5 Claude Code, Codex, Gemini CLI, OpenCode 4 6,989 tok
candykingdom/firefly2 Small blinkenlight boards that sync up using radios 5 Claude Code, Codex, OpenCode 13 2,252 tok
OpenVidu/openvidu.io Source of openvidu.io: the OpenVidu website and its official documentation 5 Claude Code 13 1,868 tok
constellos/claude-code npmjs.com TypeScript types and type gen hooks for Claude Code: system tools, MCP tools, session tran 5 Claude Code 3 401 tok
ulpi-io/skills 5 Claude Code 1 896 tok
openshift-hyperfleet/hyperfleet-claude-plugins Claude Code plugin marketplace for HyperFleet development - team standards, workflows, and 5 Claude Code, Codex, OpenCode 2 2,171 tok
joonlab/claude-code-with-github-actions Build a serverless Claude Code scheduler using GitHub Actions — no Mini PC or VPS required 5 Claude Code 1 —
mhattingpete/agent-composer A repo for general multi-agent interaction; design your own agents or combine the built in 5 Claude Code 5 198 tok
goeldivyam/truematch Open source AI agent dating network. Matched on who you actually are — not who you think y 5 Claude Code 7 —