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
toddagriscience/nightcrawler toddagriscience.com Marketing and platform 12 Codex, OpenCode 1 2,239 tok
adriancmurray/swarm 12 Codex, OpenCode 1 631 tok
chryzxc/vscode-opencode marketplace.visualstudio.com OpenCode VS Code extension with AI chat, interactive implementation plans and questions, c 12 Codex, OpenCode 1 599 tok
DavidVujic/my-eca-config My Eca setup with agents, instructions and skills 12 Codex, OpenCode 1 2,745 tok
PanPanFR/oh-my-kilo A curated Kilo Code configuration pack with specialized agents, skills, rules, and knowled 12 Codex, OpenCode 1 195 tok
AISEE-LAB/aisee-plugin aisee.wiki AI software engineering toolkit for OpenSpec and Compound Engineering workflows. 12 Codex, OpenCode 1 471 tok
HOOLC/codex-feishu-bot Feishu bot for Codex App Server with Docker-first deployment and Codex-driven bootstrap. 12 Codex, OpenCode 1 585 tok
savant0x/savant-code Multi-agent orchestration — 9 specialized agents coordinate via ECHO Protocol: Detective f 12 Claude Code, Codex, OpenCode 16 2,777 tok
deicod/convex-operator Convex Kubernetes Operator - single instances - no funrun 12 Codex, OpenCode 1 715 tok
geekdada/sui3 Yet another personal start page.|Yet another personal start page. 12 Claude Code, Codex, OpenCode 3 1,465 tok
kstep-dev/kstep kstep-dev.github.io kSTEP: Kernel Scheduler Test and Evaluation Platform 12 Codex, OpenCode 1 798 tok
SixArm/rustdoc-llms Rust documentation helper to generate file `llms.txt` for large language models (LLMs) 12 Codex, OpenCode 1 1,498 tok
rnegron/django-project-template raulnegron.me A Django template using my favorite packages 12 Claude Code, Codex, OpenCode 2 2,298 tok
QuixiAI/QuixiMath 12 Codex, OpenCode 1 2,082 tok
grigio/dinit-labwc 12 Codex, OpenCode 1 4,918 tok
Spirizeon/hackfish Using swarm intelligence to predict your next hackathon winning project 12 Codex, OpenCode 1 6,358 tok
Mozilla-Ocho/tabstack-cli tabstack.ai Tabstack from your terminal: cited research, extraction, and browser automation. 12 Claude Code, Codex, OpenCode 2 6,647 tok
wuwahe/Many-Foot A multi vendor AI agent orchestration framework built on Java, supporting autonomous task 12 Codex, OpenCode 1 9,167 tok
sumx21t-3310/FloatSoda floatsoda.dev Flutter-like declarative UI framework for SteamVR overlays in C#/.NET. SkiaSharp rendering 12 Claude Code, Codex, OpenCode 9 2,829 tok
dabaicai001/star-dsh-desktop starthub.waouzzz.cc StarHub — All-in-One DevOps Desktop Command Center. Brings the tools used daily in develop 12 Codex, OpenCode 1 3,590 tok
datenoio/internacia-db datenoio.github.io Public registry of the intergovernmental organizations, country groups and countries. Avai 12 Claude Code, Codex, GitHub Copilot, OpenCode 3 2,246 tok
RonasIT/open-webui-mcp-server npmjs.com Simple MCP server to access your knowledge in Open WebUI 12 Codex, OpenCode 1 96 tok
ellierocks/lsw1-decomp A work-in-progress decompilation of LEGO Star Wars: The Video Game for the Nintendo GameCu 12 Claude Code, Codex, OpenCode 3 957 tok
Alkiri-dAraion/KSODI-Public KSODI — structured, non-normative observation of interaction dynamics between distinguisha 12 Codex, OpenCode 1 7,323 tok
WalshyDev/orb orb-tools.com Modern HTTP tooling built in Rust 12 Claude Code, Codex, OpenCode 2 1,813 tok
WajoAI/OJ Murder the slop, not the codebase. 12 Codex, OpenCode 1 679 tok
bacpop/sparrowhawk sparrowhawk.bacpop.org In-browser tools for bacterial genome analysis 🦅 12 Codex, OpenCode 1 4,081 tok
gustavo-ferreira03/resume-ci Simple resume generator built for developers. Content in YAML, layout in Typst. 12 Claude Code, Codex, OpenCode 2 1,438 tok
0xf06/solto Free, self-hosted and open source alternative to Linear Agents that turns tickets into PRs 12 Claude Code, Codex, OpenCode 2 907 tok
VGrss/Acumen acumen-ten.vercel.app Product Fluency for AI Harness 12 Claude Code, Codex 22 520 tok
xD4O/memento An Agentic Multimodal AI Journal with Persistent Memory and Retrieval-Grounded Interaction 12 Codex, OpenCode 1 1,453 tok
kaptinlin/go-i18n Go i18n library with ICU MessageFormat support, file-based or in-code translation loading, 12 Claude Code, Codex, OpenCode 2 2,226 tok
aws-samples/sample-sagemaker-agentic-analyst A demo application that demonstrates how fine-grained access controls configured in SageMa 12 Codex, OpenCode 1 4,152 tok
ArdaTX/Cybersec-Reporting-Engine Enterprise-Grade Cybersecurity Reporting Platform — Automated report generation for pentes 12 Claude Code, Codex, OpenCode 12 1,086 tok
little-scale/alynxdj Atari Lynx Music Tracker 12 Claude Code, Codex, OpenCode 2 8,586 tok
psycoder-sup/tian 12 Claude Code, Codex, OpenCode 8 4,250 tok
J0hnG4lt/metabase-flightsql-driver Arrow Flight SQL driver for Metabase 12 Claude Code, Codex, OpenCode 13 1,002 tok
Darkzarich/Smiler Smiler is my own MEVN (MongoDB, Express, Vue.js, Node.js) site similar to reddit.com or 9g 12 Codex, OpenCode 1 5,890 tok
joinarun/accesspilot Agentic accessibility auditing and repair for web applications 12 Codex, OpenCode 1 787 tok
lexlapax/allbert-assist Allbert Assist is a local-first assistant runtime for long-running personal work built in 12 Claude Code, Codex, OpenCode 6 3,355 tok
YetheSamartaka-Foxy/Foxy Foxy 12 Claude Code, Codex, OpenCode 4 5,147 tok
keithligh/cinematic-3d-battle-engine A self-playing 3D battle-documentary engine: render any historical or fictional battle on 12 Codex, OpenCode 1 3,394 tok
NextWeb4/NextWeb4.github.io nextweb4.github.io Validated public runtime for the NextWeb4 root GitHub Pages site. 12 Codex, OpenCode 1 1,513 tok
blopa/musclog-app musclog.app Free, open-source, offline-first workout and nutrition tracker for Android, iOS and web. N 12 Claude Code, Codex, GitHub Copilot 49 22 tok
jin38324/oci-documentation-mcp-server Model Context Protocol (MCP) server for OCI Documentation 12 Codex, OpenCode 1 1,526 tok
tha23rd/recaf-mcp MCP server plugin for Recaf — enabling AI agents to perform Java reverse engineering 12 Claude Code, Codex, OpenCode 2 1,137 tok
nik-kale/sre-skills A collection of Site Reliability Engineering (SRE) and Platform Engineering skills for AI 12 Codex, OpenCode 1 208 tok
kensou24/evernote-mcp 12 Claude Code, Codex, OpenCode 2 1,743 tok
HaseebKhalid1507/VelociRAG pypi.org Lightning-fast RAG for AI agents. ONNX-powered, 4-layer fusion, MCP server. No PyTorch. 12 Codex, OpenCode 1 2,908 tok
dstars-oss/dbgx-mcp WinDbg extension DLL written in C++ that exposes an MCP-compatible HTTP endpoint. 12 Claude Code, Codex 11 795 tok