How real projects configure their agents

24,692 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 agents8,442Claude Code6,875Data and AI3,584Git and workflow3,574Backend and APIs3,550Languages3,468Planning3,315Code review2,876Testing2,653DevOps and cloud2,462Writing and docs2,461Memory and context2,373Research2,315Frontend2,301Security2,167Project management1,944

All Claude Code32,436 Codex24,692 OpenCode23,614 GitHub Copilot3,700 Gemini CLI2,016 Cursor1,769 Windsurf202 Kiro113

Project Stars Configures Files Always loaded
bikeindex/bike_index bikeindex.org All the code for Bike Index, because we love you 308 Claude Code, Codex, GitHub Copilot, OpenCode 19 5,637 tok
Floe-Labs/floe-guard floefinance.com AI Initiative Ledger — local spend meter and budget gate for AI tasks. Meters every vendor 307 Codex, OpenCode 1 1,175 tok
yuqie6/ProductFlow draw.devbin.de gpt-image-2 image-generation workbench / Self-hosted workbench for AI copy, posters, image 307 Claude Code, Codex, OpenCode 22 1,190 tok
0xNyk/lacp nyk.dev Local-first policy, evidence, memory, and recovery controls for Claude, Codex, Hermes, and 307 Claude Code, Codex, OpenCode 2 5,478 tok
utilForever/CubbyFlow cubbyflow.github.io Voxel-based fluid simulation engine for computer games 307 Codex, OpenCode 1 4,114 tok
opanel-mc/opanel opanel.cn A Minecraft server management panel for Paper / Folia / Leaves / Fabric / Forge / NeoForge 307 Claude Code, Codex, OpenCode 4 2,470 tok
squirrelscan/squirrelscan squirrelscan.com The website QA tool for your coding agent. 310+ audit rules across SEO, performance, secur 307 Codex, OpenCode 1 6,473 tok
captivus/chrome-agent 307 Codex, OpenCode 1 7,123 tok
nicosuave/memex Search Claude Code, Codex, Pi, OpenCode, Github Copilot & Cursor transcripts. Resume sessi 307 Claude Code, Codex, OpenCode 3 67 tok
AnomalyNTE/Anomaly anomalynte.com NTE plugin framework and API. Heterogeneous plugin framework 307 Codex, OpenCode 1 4,686 tok
iamzhihuix/happy-claude-skills 306 Claude Code, Codex, OpenCode 2 948 tok
jaytel0/taste taste.jaytel.com Taste skill creation pipeline 306 Claude Code, Codex, OpenCode 2 734 tok
JSONbored/awesome-claude heyclau.de HeyClaude is a curated registry and distribution surface for Claude and AI-workflow assets 306 Claude Code, Codex, OpenCode 2 1,458 tok
aashaexo/soundshuman 306 Codex, OpenCode 1 499 tok
microsoft/model-mondays microsoft.github.io Model Mondays is a weekly livestream with Discord office hours - to help you navigate the 306 Codex, OpenCode 1 1,008 tok
minmaxflow/mini-kode An educational AI coding agent CLI 305 Claude Code, Codex, OpenCode 2 634 tok
RunanywhereAI/on-device-browser-agent On-device AI browser automation using WebLLM. No cloud, no API keys, fully private. 305 Claude Code, Codex, OpenCode 2 2,697 tok
Rudra-ravi/wikipedia-mcp pypi.org A Model Context Protocol (MCP) server that retrieves information from Wikipedia to provide 305 Codex, OpenCode 1 119 tok
kitlangton/motel 305 Codex, OpenCode 1 3,617 tok
austintgriffith/ethskills ethskills.com The missing knowledge between AI agents and production Ethereum. 305 Claude Code, Codex, OpenCode 2 6 tok
apache/camel-quarkus camel.apache.org Apache Camel Quarkus 304 Claude Code, Codex, OpenCode 2 3,531 tok
thewaltero/mythos-router mythosrouter.com The leaked Anthropic reasoning protocol. Running locally. Zero-drift coding with Strict Wr 304 Codex, OpenCode 1 2,232 tok
chmonitor/chmonitor chmonitor.dev Open-source operational advisor for ClickHouse — real-time monitoring plus AI-driven index 304 Claude Code, Codex, OpenCode 7 16,347 tok
codemie-ai/codemie-code AI Run CodeMie CLI with analytics capabilities 304 Claude Code, Codex, OpenCode 10 4,761 tok
Sagit-chu/flvx sagit-chu.github.io FLVX forwarding panel 304 Codex, OpenCode 1 814 tok
helixnow/deep-student deepstudent.cn An open-source, local-first AI learning workbench 304 Claude Code, Codex 2 —
grafana/skills 304 Claude Code, Codex, OpenCode 1 1,346 tok
byungjunjang/slide-master A workflow for AI agents to create native PPTX files that can be truly edited in PowerPoin 304 Claude Code, Codex, OpenCode 7 3,103 tok
CodelyTV/agent-harness codely.com Our agent harness: Skills, plugins, hooks, and utilities to improve the quality of your ag 303 Claude Code, Codex, OpenCode 3 280 tok
betta-tech/harness-sdd 303 Claude Code, Codex, OpenCode 9 1,769 tok
jlevy/simple-modern-uv A powerful, minimal agent skill and template for modern Python projects with uv 303 Claude Code, Codex, OpenCode 5 765 tok
monarchjuno/vibe-investing Vibe Investing Skill Library 303 Codex, OpenCode 1 319 tok
ttttmr/pi-context blog.xlab.app Letting AI Actively Manage Its Own Context 303 Codex, OpenCode 1 2,320 tok
NVIDIA/cosmos-curator Cosmos Curator is a toolkit for curating physical AI training data. 303 Codex, OpenCode 1 2,019 tok
admica/FileScopeMCP Analyzes your codebase identifying important files based on dependency relationships. Gene 302 Codex, OpenCode 1 2,415 tok
ivo-toby/mcp-openapi-server MCP Server (Model Context Protocol) for turning OpenAPI specifications into a MCP Resource 302 Claude Code, Codex, Cursor, OpenCode 8 2,074 tok
codervisor/leanspec lean-spec.dev Lightweight, flexible Spec-Driven Development (SDD) for modern AI-powered development 301 Claude Code, Codex, OpenCode 9 1,760 tok
kyleturman/home-dashboard A home weather dashboard for e-ink displays 301 Claude Code, Codex, OpenCode 2 1,008 tok
u-ichi/reviewable-html-workbench Claude Code / Codex CLI plugin for generating reviewable HTML documents with preview, inli 301 Claude Code, Codex, OpenCode 3 1,075 tok
pavel-molyanov/molyanov-ai-dev Intent-driven AI-First development methodology for Claude Code and Codex — Project Knowled 301 Claude Code, Codex, OpenCode 17 765 tok
gosuda/portal-tunnel gosuda.github.io Publishes localhost services to the agentic web through self-hostable, trustless relays. 301 Codex, OpenCode 1 861 tok
Aboudjem/humanizer-skill humanizer-skill.vercel.app Free, open-source AI writing humanizer and detector. 55 patterns, 5 voices, a 0-100 AI-tel 301 Codex, OpenCode 1 1,673 tok
oyorf/person_dashboard Xiaodai AI Workbench 301 Codex, OpenCode 1 340 tok
xiajiajun516/dsh-config-manager DeepSeek Harness (DSH) backup & restore plugin — export, import, migrate and sync your com 301 Codex, OpenCode 1 6,901 tok
comonicon/Comonicon.jl comonicon.org Your best CLI generator in JuliaLang 301 Codex, OpenCode 1 840 tok
mathomhaus/guild Shared context, memory, and task coordination across AI coding agents. Single Go binary, l 300 Claude Code, Codex, OpenCode 2 703 tok
asdecided/core asdecided.com Native deterministic engine and read-only MCP server for engineering decisions. 300 Claude Code, Codex, GitHub Copilot, OpenCode 8 11,171 tok
kayba-ai/recursive-improve kayba.ai 🪞 Make your agents recursively self-improve 300 Claude Code, Codex 3 —
The-AI-Alliance/tapestry thealliance.ai Project Tapestry aims to give every nation and participant frontier AI they can call their 300 Codex, GitHub Copilot, OpenCode 2 3,864 tok
Swttch/swttch plugins.jetbrains.com Claude Code GUI plugin for JetBrains IDEs. (ex - Claude Code with GUI) 300 Claude Code, Codex, OpenCode 2 10,164 tok