How real projects configure their agents

22,054 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 agents7,521Claude Code6,606Data and AI3,688Backend and APIs3,494Languages3,401Planning3,209Git and workflow3,151Code review2,736Memory and context2,361Testing2,351DevOps and cloud2,300Writing and docs2,297Research2,295Frontend2,250Security2,004Productivity1,709

All Claude Code32,117 Codex23,281 OpenCode22,054 GitHub Copilot3,543 Gemini CLI1,915 Cursor1,736 Windsurf119 Kiro77

Project Stars Configures Files Always loaded
smart-mcp-proxy/mcpproxy-go mcpproxy.app Supercharge AI Agents, Safely 346 Claude Code, Codex, OpenCode 2 4,432 tok
Nanako0129/TokenBar tokenbar.nyanako.com AI token usage & quota monitor for the macOS menu bar — native Swift, Liquid Glass, 3D con 346 Claude Code, Codex, OpenCode 2 763 tok
devcxl/mattpocock-skills-zh Chinese translation of Matt Pocock's skill collection — natural Chinese with original tech 346 Claude Code, Codex, OpenCode 2 1,072 tok
Infatoshi/netherite 345 Codex, OpenCode 1 4,665 tok
NTCoding/claude-skillz Random Claude skills for common, simple programming tasks 345 Claude Code, Codex, OpenCode 3 1,157 tok
dirge-code/dirge Dynamic Intent Resolution Grounding Engine 345 Claude Code, Codex, OpenCode 5 1,233 tok
benchflow-ai/benchflow benchflow.ai Research infra for creating RL environments, post-training, and evals. 345 Claude Code, Codex, OpenCode 10 1,674 tok
wassermanproductions/motion-previs-studio wassermanproductions.com Open-source desktop app for AI-film motion, depth, pose, and camera-move previsualization. 345 Codex, OpenCode 1 1,568 tok
jiaran-king/Re-Zero---Starting-LLM- 345 Codex, OpenCode 1 1,467 tok
Shopify/rubydex shopify.github.io A high-performance static analysis toolkit for Ruby 345 Claude Code, Codex, GitHub Copilot, OpenCode 4 1,351 tok
awizemann/harness awizemann.github.io AI-driven user testing for iOS Simulator, macOS apps, and web apps. Write a goal in plain 344 Codex, GitHub Copilot, Gemini CLI, OpenCode 3 2,968 tok
griddynamics/rosetta griddynamics.github.io An instruction layer for AI coding agent 344 Claude Code, Codex, Cursor, OpenCode 13 274 tok
PrismorSec/prismor prismor.dev Self-hosted runtime control plane for AI agents. Observe or HITL approve or Block rogue t 344 Claude Code, Codex, OpenCode 2 4,780 tok
contentful/contentful-migration 🚚 Migration tooling for contentful 343 Codex, OpenCode 1 833 tok
drivelineresearch/autoresearch-claude-code Autonomous experiment loop skill for Claude Code — port of pi-autoresearch 343 Claude Code, Codex, OpenCode 2 555 tok
databrickslabs/ontobricks Transforms Databricks Unity Catalog tables into a materialized knowledge graph, with ontol 343 Claude Code, Codex, Cursor, OpenCode 3 1,975 tok
NVlabs/SimFoundry Modular and Automated Scene Generation for Policy Learning and Evaluation 343 Codex, OpenCode 1 4,224 tok
AnkRoot/Augment-BYOK 342 Codex, OpenCode 1 6,287 tok
aminueza/terraform-provider-minio registry.terraform.io Terraform provider for MinIO and S3-compatible storage (R2, B2, Hetzner, Spaces) — buckets 342 Codex, OpenCode 1 6,389 tok
AnnenkovLabs/girl-agent oss.girl-agent.com An AI girl with human-like behavior: sleep, mood, schedule, memory, relationship stages, a 342 Claude Code, Codex, OpenCode 2 1,375 tok
getsentry/vitest-evals npmjs.com A vitest extension for running evals. 342 Claude Code, Codex, OpenCode 2 635 tok
Utopai-Research/pai-pro Local AI filmmaking studio — skills, canvas, timeline — driven from your coding agent. 342 Claude Code, Codex, OpenCode 4 4,594 tok
10xChengTu/Mux0 mux0.com A native macOS terminal built on libghostty. Workspaces, tabs, and split panes for your re 342 Claude Code, Codex, OpenCode 20 3,609 tok
ttktjmt/mjswan mjswan.com MuJoco Simulation on WebAssembly with Neural networks 342 Claude Code, Codex, OpenCode 6 464 tok
outsourc-e/clawsuite clawsuite.io All-in-one command center for OpenClaw agents 341 Codex, OpenCode 1 2,525 tok
kpolley/redai AI-driven vulnerability discovery and live validation 341 Claude Code, Codex, OpenCode 3 890 tok
Totoro-jam/battle-tested-patterns patterns.totorojam.com Battle-tested programming patterns from production codebases — React, Linux, Go, Chromium, 341 Claude Code, Codex, OpenCode 7 2,194 tok
auth0/auth0-cli auth0.github.io Build, manage and test your Auth0 integrations from the command line 340 Claude Code, Codex, OpenCode 2 2,086 tok
remorses/termcast termcast.app Turn any Raycast extension into a terminal user interface (TUI). Powered by opentui & reac 340 Claude Code, Codex, OpenCode 2 13,729 tok
teimurjan/blazediff blazediff.dev Blazing-fast diff ecosystem for JavaScript applications 340 Codex, OpenCode 1 910 tok
scouzi1966/maclocal-api 'afm' command cli: macOS server and single prompt mode that exposes Apple's Foundation and 340 Claude Code, Codex, OpenCode 9 5,789 tok
timoncool/ACE-Step-Studio Portable AI music generator — full songs with vocals, covers, music videos. One-click inst 340 Codex, GitHub Copilot, OpenCode 2 3,837 tok
Endless1936/book-video A natural-language workflow for creating atmospheric short book videos with AI-generated v 340 Codex, OpenCode 1 2,776 tok
zippoxer/subtask Claude Skill to do your tasks with subagents in Git worktrees 339 Claude Code, Codex, OpenCode 3 2,213 tok
Kxiandaoyan/Memoh-v2 A humanized agent several times more powerful than OpenClaw; it has everything Lobster has 339 Codex, OpenCode 1 8,046 tok
loulanyue/spec-kit-zh Chinese-localized spec-driven development toolkit for Codex, Claude Code, Cursor, and othe 339 Claude Code, Codex, OpenCode 1 3,968 tok
raysonmeng/agent-bridge raysonmeng.github.io A local bridge for bidirectional collaboration between Claude Code and Codex. A local real 339 Claude Code, Codex, Cursor, Gemini CLI, Kiro, OpenCode, Windsurf 6 4,426 tok
kousen/claude-code-training Slides and demos for a training course on Claude Code 338 Claude Code, Codex, OpenCode 9 2,465 tok
cvet/fonline fonline.ru FOnline Engine is a flexible cross-platform isometric game engine 338 Claude Code, Codex, OpenCode 2 7,125 tok
patriceckhart/zot zot.sh Yet another coding agent harness, lightweight and written in go. 338 Codex, OpenCode 1 1,909 tok
shenjingnan/xiaozhi-client xiaozhi-client.shenjingnan.com Xiaozhi AI client, currently mainly used for MCP integration 338 Claude Code, Codex, GitHub Copilot, OpenCode 32 7,158 tok
Fannon/search-bookmarks-history-and-tabs chromewebstore.google.com Browser extension to search bookmarks, history and tabs. Supports tagging and fuzzy search 338 Codex, OpenCode 1 816 tok
oguzbilgic/agent-kernel agent-kernel.dev Minimal kernel to make any AI coding agent stateful. Clone, point your agent, go. 337 Codex, OpenCode 1 546 tok
tableau/tableau-mcp tableau.github.io Tableau's official MCP Server. Helping agents see and understand data. 337 Claude Code, Codex, OpenCode 3 4,493 tok
smaramwbc/statewave statewave.ai Open-source memory runtime for AI agents — reproducible, provenance-tagged context bundles 337 Codex, OpenCode 1 933 tok
fullstack-development/front-end-best-practices Set of best practices that you can use as checklist for your project. 336 Claude Code, Codex, OpenCode 2 516 tok
automagik-dev/genie docs.automagik.dev Wishes in, PRs out. CLI agent that interviews you, plans the work, dispatches parallel age 336 Claude Code, Codex, OpenCode 5 7,595 tok
zapier/gtm-cheat-codes zapier.com A field guide for go to market teams using coding agents. Installable skills for campaign 336 Claude Code, Codex, OpenCode 2 211 tok
Southclaws/storyden storyden.org With a fresh new take on traditional bulletin board forum software, Storyden is a modern, 336 Claude Code, Codex, OpenCode 30 3,563 tok
tuchg/Lucarne Stop babysitting local AI agents. Just notifications, approve, and resume your Codex,Pi,Gr 335 Codex, OpenCode 1 1,090 tok