How real projects configure their agents

24,842 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 agents8,530Claude Code6,887Git and workflow3,618Data and AI3,582Backend and APIs3,558Languages3,485Planning3,325Code review2,903Testing2,691DevOps and cloud2,482Writing and docs2,481Memory and context2,373Research2,322Frontend2,310Security2,179Project management1,971

All Claude Code32,523 Codex24,842 OpenCode23,761 GitHub Copilot3,723 Gemini CLI2,038 Cursor1,771 Windsurf201 Kiro116

Project Stars Configures Files Always loaded
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
Lexideck-Technologies/Lexideck2026 A six-agent creative and research federation for OpenAI Codex, with 19 reusable skills and 2 Codex, OpenCode 20 876 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
neilshermes-project/hermes-memory-hybrid One-command hybrid memory upgrade for Hermes Agent (FTS5 + sqlite-vec + embeddings). Fully 2 Codex, OpenCode 1 307 tok
Endokelp/Should-I-build Multi-agent market validation skill for Claude Code and Cursor — BUILD / CONDITIONAL / PIV 2 Codex, OpenCode 1 464 tok
mochow13/keen-agent Terminal agent harness built from a coding-agent foundation — plug in your own agent via Y 2 Claude Code, Codex, OpenCode 3 321 tok
w48669664-bit/colla-agent Local-first, observable Codex × Antigravity collaboration with bounded reviews and replaya 2 Codex, OpenCode 1 425 tok
vpeetla-ai/multi-agent-system-pattern multi-agent-system-pattern.vercel.app Multi-agent system pattern — specialized roles and delegation 2 Claude Code, Codex, Cursor, OpenCode 14 389 tok
zacharyftw/swarmfi swarm-fi.vercel.app AI agent swarm that farms DeFi yields so you don't have to. 2 Claude Code, Codex, OpenCode 2 79 tok
sbauwow/freshcrate.ai freshcrate.ai The open source package directory for AI agents — discover, search, and publish agent tool 2 Codex, OpenCode 1 2,366 tok
Atman36/codex-maintainer-kit Codex-native maintainer automation toolkit for safe, reviewable, human-gated OSS pull requ 2 Claude Code, Codex, OpenCode 2 1,836 tok
dligthart/wordclaw AI-native headless CMS - manage content through REST, GraphQL, or Model Context Protocol. 2 Codex 1 —
UnicornXOS/Chonost-manifest-os Chonost Manuscript OS is an intelligent manuscript management system designed to support c 2 Codex, GitHub Copilot, OpenCode 2 1,666 tok
luanjunyi/opuspad editor.dull.business A local-first, WYSIWYG Markdown editor for Chrome. Seamlessly edit local files with a Noti 2 Codex, OpenCode 1 563 tok
vpeetla-ai/react-agent-pattern react-agent-pattern.vercel.app ReAct agent pattern reference — LangGraph minimal implementation with tests 2 Claude Code, Codex, Cursor, OpenCode 14 389 tok
MaximilianoRodrigoSoria/project-trucha maximilianorodrigosoria.github.io 🐟 Memoria persistente y local-first para agentes de código: indexa un codebase y lo recup 2 Codex, OpenCode 1 8 tok
theMobiusStrip/agentpay-guard Fail-closed spend guard for x402 agent payments: stateful policy plugin, EIP-3009 replay m 2 Claude Code, Codex, OpenCode 4 2,431 tok
tanya-ok/engineering-os A personal OS for cloud and infrastructure engineers: Obsidian vaults + a local TypeScript 2 Claude Code, Codex, OpenCode 2 995 tok
adampoit/ai Reusable assets for AI agents (instructions, prompts, and skills) with optional pi and ope 2 Codex, OpenCode 1 222 tok
GitRavz/TryCatch Security audits that catch their own false positives — an AI agent skill for auditing web 2 Codex, OpenCode 1 323 tok
MLOps-Courses/agentops-open-course agentops-open-course.fmind.dev Free, hands-on course for building, securing, evaluating, and operating AI agents in Go wi 2 Codex, OpenCode 1 4,566 tok
luizvb/aquiles-skill agent.netolabs.dev Aquiles end-to-end product development and release skill for AI coding agents 2 Codex, OpenCode 1 602 tok
sagar-shirwalkar/servicenow-atlas Local-first AI knowledge layer for ServiceNow development 2 Claude Code, Codex 17 —
YANZi26/codex-context-management-template A lightweight project memory and handoff template for Codex and AI coding agents. 2 Codex, OpenCode 1 210 tok
Gregbenn7/roost Open-source control plane for the AI agents you already run — live org chart, cost visibil 2 Claude Code, Codex, OpenCode 2 79 tok
AbdulSamad94/Personal-Portfolio abdulsamadsiddiqui.vercel.app Personal portfolio showcasing projects, skills, and AI-focused development work. 2 Claude Code, Codex 3 —
d-o-hub/github-template-ai-agents A template repository for GitHub projects using AI agents (Claude, Copilot Chat, OpenAI Co 2 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 11 3,266 tok
4242labs/tokentab tokentab.42labs.io What AI actually costs — across providers, projects and machines, with flat-rate coding-ag 2 Claude Code, Codex, OpenCode 5 761 tok
ceciliomichael/TideCode tidecode.routegate.cc 2 Codex, OpenCode 1 2,778 tok
Atlas-Os1/openclaw-memory-vectorize Semantic long-term memory for AI agents using Cloudflare Vectorize + Workers AI. Auto-reca 2 Codex, OpenCode 1 1,081 tok
pasha-school/books-assist 2 Codex, OpenCode 1 1,290 tok
shahincodev/Software-AI-Persian An advanced and extensible system for executing intelligent tasks using LLM models and aut 2 Codex, OpenCode 1 1,831 tok
ekalb81/agent-odometer Odometer — local desktop dashboard for AI coding-agent usage. Sessions, tokens, and costs 2 Codex, OpenCode 1 3,047 tok
aget-framework/template-advisor-aget Advisor template - Read-only advisory agents with persona differentiation. Extends Worker 2 Claude Code, Codex, OpenCode 2 6,752 tok
SourceBox-LLC/Sentinel-Command sentinel-command.com Distributed camera surveillance platform with AI-driven incident management and programmat 2 Codex, OpenCode 1 14,562 tok
fiinytid/nexusai.gg nexusai-rbx.vercel.app 2 Claude Code, Codex, OpenCode 9 293 tok
squaduplabs/agent-ios squaduplabs.com Drive the iOS Simulator from the CLI for AI coding agents: accessibility snapshots with el 2 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 1,008 tok
skoskov/mvp-operating-system AI-assisted operating system for taking ideas to verified MVPs with product gates, indepen 2 Codex, OpenCode 1 264 tok
microsoft/Build26-DEM312-multi-agents-in-action-with-3-ai-agents-3-frameworks-tools-models build.microsoft.com Demo resources showcasing multi-agent orchestration across three AI frameworks, tool integ 2 Codex, GitHub Copilot, OpenCode 2 1,029 tok
pome223/missionos MissionOS public reference control plane for AI-assisted physical missions 2 Codex, OpenCode 1 407 tok
zhangj012595-cloud/AgentWorkspaceOS Local-first, Markdown-first operating protocol for shared context, memory, tasks, skills, 2 Codex, OpenCode 1 365 tok
ematth/AgentDough A project "starter" to improve project development with AI agents. 2 Codex, OpenCode 1 1,733 tok
ANVEAI/agentpay Open-source spend layer for AI agents — x402-compatible USDC payments: merchant gateway SD 2 Codex, OpenCode 1 788 tok
XMethues/clawchat-plugin-connect 2 Claude Code, Codex, OpenCode 24 715 tok
turnkeeper-ai/turnkeeper-js turnkeeper.ai Public Turnkeeper SDK, CLI, MCP server, agent-builder skill, and governed-agent examples. 2 Claude Code, Codex, OpenCode 3 160 tok
jiangwangyang/openagents Agents work for you. 2 Codex, OpenCode 1 365 tok
xun404/dsh-pihuo-plugins npmjs.com PiHuo: DeepSeek Harness plugins that run local ACP processes as chat workers 2 Claude Code, Codex, OpenCode 9 593 tok
CCDevelopForFun/agent-controller Declarative runtime for AI agents — define an agent once in YAML (Agent Definition Languag 2 Claude Code, Codex, OpenCode 2 2,040 tok
Ardavaa/kairo-studio kairostudio-ai.vercel.app AI-native research environment that helps researchers, students, engineers, and scientists 2 Claude Code, Codex, OpenCode 8 42,080 tok
awesome-pro/smartmemo pypi.org Semantic memory and caching for LLM agents with classifier-validated equivalence instead o 2 Codex, OpenCode 1 7,874 tok