How real projects configure their agents

24,785 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 agents8,489Claude Code6,881Git and workflow3,605Data and AI3,580Backend and APIs3,556Languages3,486Planning3,323Code review2,893Testing2,681Writing and docs2,477DevOps and cloud2,477Memory and context2,375Research2,318Frontend2,308Security2,170Project management1,960

All Claude Code32,505 Codex24,785 OpenCode23,702 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,771 Windsurf202 Kiro114

Project Stars Configures Files Always loaded
Yervant7/HuntMemory yervant7.github.io Android memory editor app based on kernel 54 Claude Code, Codex, OpenCode 8 1,590 tok
cubeplexai/cubepi cubepi.ai CubePi — An async-first Python agent kernel inspired by Pi, built for coding agents, tools 54 Claude Code, Codex, OpenCode 2 1,303 tok
sinyu1012/proxypin-mcp-workbench An automation workbench based on ProxyPin and MCP for traffic capture, API analysis, Mock 54 Codex, OpenCode 1 927 tok
dvdxfv/skill-writing-dna Writing DNA + AI rewriting skill workflow: a paper/document rewriting pipeline based on an 54 Claude Code, Codex, GitHub Copilot 4 10,844 tok
kubernetes-sigs/mcp-lifecycle-operator mcp-lifecycle-operator.sigs.k8s.io A Kubernetes operator that provides a declarative API to deploy, manage, and safely roll o 54 Codex, OpenCode 1 2,773 tok
bex-co/bex-security Open-source AI security scanner for Codex, Claude Code, and ACP-compatible coding agents—k 54 Claude Code, Codex, OpenCode 7 1,130 tok
jmoyers/everquest-companion EverQuest Legends companion — real-time log analysis, DPS meter, quest/boss tracking, aler 54 Claude Code, Codex, OpenCode 5 36,674 tok
cairn-framework/cairn cairn-framework.github.io 54 Claude Code, Codex, OpenCode 21 2,436 tok
hyperb1iss/hyperdroid-skill hyperbliss.tech Agent skills for Android and custom ROMs 54 Claude Code, Codex, OpenCode 1 811 tok
yha9806/academic-writing-toolkit Local-first, evidence-controlled academic writing workflows for AI agents, with bounded re 54 Claude Code, Codex, Gemini CLI, OpenCode 3 1,254 tok
bxmaximum/bitrix-framework-skills bxmax.ru AI skills for Bitrix Framework (D7): ORM, controllers, routing, caching, and security. npx 54 Claude Code, Codex, OpenCode 2 802 tok
neondatabase/postgres-skills 54 Claude Code, Codex, OpenCode 2 1,105 tok
antongulin/robin robinreview.dev Free AI code reviews on every pull request. Bring your own key (OpenRouter free tier works 54 Codex, OpenCode 1 3,228 tok
lna-lab/distill-kura 蒸留蔵 — distilled long-term memory for agents: recall by meaning, writing gated by evidence, 54 Codex, OpenCode 1 3,021 tok
oqtopus-team/qdash oqtopus-team.github.io QDash: Large-scale QPU Calibration Platform 54 Claude Code, Codex, OpenCode 9 2,229 tok
moKshagna-p/musico musico-web.vercel.app building letterboxd for music 54 Claude Code, Codex, OpenCode 2 1,607 tok
bitdriftlabs/blob-stream Blob stream 54 Codex, OpenCode 1 893 tok
kanna12580/kk-knowledge-agent A lightweight knowledge base system supporting knowledge base management, text/TXT uploads 53 Codex, OpenCode 1 1,888 tok
TreeX-X/WorkFlowX An AI multi-agent development workflow that emphasizes controllability, traceability, and 53 Claude Code, Codex, OpenCode 21 556 tok
charliesbot/chai Keep AI coding agent configs in sync. One manifest, distributed to every platform. 53 Codex, Gemini CLI, OpenCode 2 1,680 tok
n1k0/nicolas.perriault.net nicolas.perriault.net My personal blog 53 Codex, OpenCode 1 1,734 tok
nolly-studio/components-build-skill AI agent skill for building modern, composable, and accessible React UI components followi 53 Claude Code, Codex, OpenCode 2 746 tok
Daliagents-com/agentsge-1 agents.ge Open-source CLI for AGENTS.md, .agents project memory, MCP sync, and automatic knowledge 53 Claude Code, Codex, GitHub Copilot, OpenCode 9 5,958 tok
HyunjunJeon/Deepagent-research-context-engineering Build a DeepAgent-based Research Multi-Agent System — Context Engineering 53 Claude Code, Codex, OpenCode 2 3,701 tok
hylarucoder/skills-for-vibe-coder 53 Codex, OpenCode 1 467 tok
gricha/macro-photo An experiment where I ran Claude Code to "improve codebase quality" over 200 times. 53 Codex, OpenCode 1 6,754 tok
wilfredinni/django-starter-template wilfredinni.github.io A comprehensive and easy-to-use starting point for your new API with Django and DRF 53 Codex, OpenCode 1 830 tok
aipmer/book book-theta-liard.vercel.app The Codex Practical Handbook: A practical guide to product development and multi-platform 53 Codex, OpenCode 1 654 tok
TenureAI/PhD-Zero Autoresearch with PhD-level workflows and modular agent skills. Built for the autonomous A 53 Claude Code, Codex, OpenCode 12 3,034 tok
liqiongyu/lenny_skills_plus 86 agent-executable skill packs converted from RefoundAI’s Lenny skills (unofficial). Work 53 Claude Code, Codex, OpenCode 2 2,301 tok
dremio/dremio-mcp Dremio MCP server 53 Claude Code, Codex, OpenCode 2 807 tok
Marcelo5444/agentic_learning 53 Codex, OpenCode 1 1,486 tok
OneSignal/onesignal-node-api OneSignal Node Client 53 Claude Code, Codex, OpenCode 2 789 tok
MarlonJD/flutter_desktop_updater pub.dev Sparkle-style auto-updates for Flutter desktop apps: verified releases, release CLI, built 53 Codex, OpenCode 1 750 tok
PyDevices/pydevices-examples pydevices.github.io Examples, integration guides, and an installable PyScript gallery for the PyDevices driver 53 Codex, OpenCode 1 2,784 tok
lqomg/ClueArk clueark.com A personal AI intelligence assistant for monitoring topics across the web: keyword-driven 53 Codex, OpenCode 1 2,255 tok
ariffazil/arifOS arifos.arif-fazil.com Independent policy kernel for AI agents: judge before execute. F1–F13 floors, VAULT999 rec 53 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 10 7,715 tok
agentsdance/agentx agentskills.host AgentX - Agent Extension: MCP Servers, Agent Skills and Plugins Manager 53 Claude Code, Codex, OpenCode 2 692 tok
atomCAD/atomCAD 53 Claude Code, Codex, OpenCode 4 2,641 tok
florianjs/openstock openstock-v2.pages.dev Modern inventory management system built with Nuxt 4, NuxtHub, and Drizzle ORM 53 Codex, OpenCode 1 1,515 tok
tempoxyz/schelk Fast filesystem snapshot and rollback tool for benchmarking 53 Codex, OpenCode 1 46 tok
roberto-mello/lavra lavra.dev A plugin with compound engineering workflows and memory for AI coding agents 53 Claude Code, Codex, OpenCode 7 1,805 tok
CherryHQ/stella stella.cherryai.com AI partners for every person: multi-user, multi-agent memory, trusted tools, schedules, sa 53 Claude Code, Codex, OpenCode 5 2,427 tok
lunarmodules/terminal.lua lunarmodules.github.io Cross platform terminal library for Lua (Windows+Posix) 53 Codex, OpenCode 1 1,028 tok
rafsilva85/credit-optimizer-v5 creditopt.ai Save 47% on Manus AI credits automatically. Zero downsides. Pays for itself in ~27 prompts 53 Codex, OpenCode 1 624 tok
ProjectOpenSea/opensea-skill Agent skill for interacting with OpenSea 53 Codex, OpenCode 1 524 tok
Niall-Young/AItoFigma An AI skill that outputs images or content directly to Figma with standardized dimensions. 53 Codex, OpenCode 1 372 tok
ddrayne/openclaw-homeassistant OpenClaw as Home assistant voice provider 53 Codex, OpenCode 1 4,207 tok
hrygo/hotplex HotPlex — Unified access layer for AI Coding Agent. 53 Claude Code, Codex, OpenCode 8 4,782 tok
blacklanternsecurity/bbot-server A persistent database + CLI for your BBOT scan data 🧡 53 Claude Code, Codex, OpenCode 2 612 tok