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
Foxfire1st/agents-remember foxfire1st.github.io A branch-aware, dual-revision epistemic ledger and control plane for AI coding agents. Fro 39 Claude Code, Codex, OpenCode 17 2,531 tok
JeongJaeSoon/agent-guard Real-time secret-leak guardrails for AI coding agents (Claude Code, Codex), Git hooks, and 39 Codex, OpenCode 1 540 tok
ReviewStage/luke tryluke.dev An open-source software factory 39 Claude Code, Codex, OpenCode 5 7,119 tok
cskwork/oh-my-symphony cskwork.github.io Multi-agent fork of OpenAI Symphony — drives Codex, Claude Code, Gemini, and Pi CLIs from 39 Codex, OpenCode 1 839 tok
bluemoonfoundry/daz-mcp-server MCP server wrapping the DazScriptServer HTTP plugin for DAZ Studio 39 Claude Code, Codex, OpenCode 2 3,331 tok
ratacat/pro-cli Agent native CLI for querying ChatGPT Pro and Deep Research through your own logged-in web 39 Claude Code, Codex, OpenCode 2 515 tok
GSA-TTS/agentic-coding-playbook Practical, tool-agnostic playbook for federal employees building software with AI coding a 39 Claude Code, Codex, OpenCode 13 12,245 tok
xiaohei-info/oh-my-multica Production-grade software delivery for coding-agent teams on Multica — dynamic planning, d 39 Codex, OpenCode 1 13,267 tok
WaseemGhanem98/AgentCheck Behavioral testing for AI agents. 39 Codex, OpenCode 1 1,617 tok
velane-sh/velane velane.sh Velane is agentic cloud for deploying your basic workflows, agents and sub-agents. 800+ OA 39 Claude Code, Codex, OpenCode 3 2,532 tok
marcomuser/conformal npmjs.com Type-safe form submissions for the modern web. 39 Codex, OpenCode 1 669 tok
prebid/salesagent A media sales agent that implements the AdCP Media Buy protocol 39 Claude Code, Codex, OpenCode 20 12,305 tok
GetSHIM/shim-cli getshim.tech Local traffic visibility and privacy controls for coding agents. See what Claude Code, Cod 39 Claude Code, Codex, OpenCode 1 2,389 tok
JYYYYYT/dev-report-weekly Local-first desktop app that turns reviewed Git history into auditable weekly reports with 38 Codex, OpenCode 1 253 tok
zeabur/agent-skills zeabur.com Claude Code & Codex plugin for Zeabur CLI operations, deployment, and troubleshooting. 38 Claude Code, Codex, OpenCode 2 1,036 tok
tankpkg/tank tankpkg.dev Security-first package manager for AI agent skills 38 Claude Code, Codex, OpenCode 3 8,837 tok
rp1-run/rp1 rp1.run Ready Player One - stop prompting; start shipping 38 Claude Code, Codex, OpenCode 2 4,082 tok
pedrocivita/tocket Tocket Transmition Protocol 38 Claude Code, Codex, Gemini CLI, OpenCode 4 2,338 tok
Pretend-to/mio-chat-backend ai.krumio.com 🤖 MioChat — An open-source operating system for agents. Three-level Agent / Session / Sub 38 Claude Code, Codex, OpenCode 2 5,952 tok
pontjs/pontx pontx.dev OpenAPI lifecycle management for API discovery, documentation, type-safe SDK generation, C 38 Claude Code, Codex 2 2,315 tok
clubpay/ronykit API Framework supporting REST and RPC. 38 Claude Code, Codex, OpenCode 3 2,140 tok
breakstring/agent-deck breakstring.github.io A local-first hardware control surface for Codex — live task status, quota, pets, and safe 38 Codex, OpenCode 1 2,638 tok
regenrek/codex-proofloop Git-based test distillation for Codex agents: catch aggressively, commit reluctantly 38 Codex, OpenCode 1 350 tok
manusco/resonance Operator-grade AI agent skills for Claude Code, Cursor, Codex, and opencode. 38 Claude Code, Codex, OpenCode 2 4,027 tok
nirholas/UCAI ucai.ninabrekkerese.workers.dev Universal Contract AI Interface (UCAI) 🔗 ABI to MCP | The open standard for connecting AI 38 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 926 tok
Orenoid/harness-kanban A cloud-based kanban tool for managing fully containerized coding agents that run 24/7 to 38 Claude Code, Codex, OpenCode 2 7,708 tok
DanWahlin/github-azure-agentic-journeys aka.ms Idea → Prototype → Reality: Agentic journeys to help you build and deploy applications to 38 Claude Code, Codex, OpenCode 10 2,944 tok
inceptyon-labs/TARS TARS is a centralized hub for discovering, creating, editing, and managing Claude Code res 38 Claude Code, Codex, OpenCode 11 729 tok
roxybrowserlabs/roxybrowser-mcp-server 38 Codex, OpenCode 1 4 tok
datenoio/iterabledata datenoio.github.io Iterable Data is a Python library for reading and writing data files row by row in a consi 38 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 13 2,467 tok
influxdata/influxdb3_mcp_server MCP Server for InfluxDB 3 38 Claude Code, Codex, OpenCode 5 1,129 tok
FranRom/pupila Local-first daily job aggregator. AI review per job via your own LLM CLI, swipe-to-apply t 38 Claude Code, Codex, OpenCode 15 14,073 tok
theogbrand/yoink yoink is an AI agent that removes complex dependencies by reimplementing only what you nee 38 Claude Code, Codex, OpenCode 3 18 tok
loocor/mcpmate mcp.umate.ai MCPMate is a progressive MCP management center for organizing servers, clients, profiles, 38 Claude Code, Codex, GitHub Copilot, OpenCode 7 2,931 tok
alexei-led/cc-thingz Portable skills, agents, hooks, and Pi extensions for Claude Code, Codex CLI, Copilot, Cur 38 Claude Code, Codex, OpenCode 2 1,732 tok
nicolasmelo1/logion logion.sh "Does this actually work with my agent?" An open, versioned registry of AI-agent artifacts 38 Codex, OpenCode 1 1,733 tok
mythkiven/rednote-director-skill Agent Skill for Xiaohongshu/RedNote creators: carousel planning, visual direction, cover a 38 Codex, OpenCode 1 713 tok
shuntacurosu/llm_council_skill A Claude Skill that orchestrates multiple LLMs as a council, generating collective intelli 38 Codex, OpenCode 1 831 tok
pumblus/okf-harness okf-harness.dev Agent-first local harness for OKF-compatible LLM Wikis. 38 Claude Code, Codex, OpenCode 2 382 tok
BiglionX/SkillHub skillhub.proclaw.cc An open-source AI Agent skill marketplace | Publish, share, and manage Skills | Supports m 38 Codex, OpenCode 1 6,782 tok
xSAVIKx/okf-skills xsavikx.github.io Open Knowledge format agentic skills 38 Codex, OpenCode 1 3,959 tok
desplega-ai/ai-toolbox desplega.ai AI toolbox, intended to be developed and used by agents! 38 Claude Code, Codex, OpenCode 2 1,179 tok
myths-labs/muse 🌀 MUSE — Memory-Unified Skills & Execution. A pure-Markdown OS for AI pair programming wi 38 Claude Code, Codex, OpenCode 18 2,438 tok
pvliesdonk/markdown-vault-mcp pvliesdonk.github.io Generic markdown vault MCP with hybrid search 38 Claude Code, Codex, OpenCode 17 3,944 tok
koreyba/Claude-Skill-pdf-to-epub Contains clause skills that can be installed to AI agents. 38 Codex, OpenCode 1 486 tok
2233admin/obsidian-llm-wiki Your markdown vault, compiled into a 6-persona MCP team for Claude Code, Codex, OpenCode, 38 Claude Code, Codex, OpenCode 8 1,626 tok
theagenttimes/agent-news The best news MCP server — 150+ verified articles/day with confidence scores, Ed25519 pro 38 Codex, OpenCode 1 424 tok
LeeYudok/agents-scaffold leeyudok.github.io Fork-and-fill bootstrap for AI coding agents (Claude Code first, Codex/Gemini via AGENTS.m 38 Claude Code, Codex, OpenCode 7 2,772 tok
odds-api/odds-api odds-api.net OpenAPI sports betting odds API for coding agents with REST examples, SDKs, MCP, mock mode 38 Codex, OpenCode 1 863 tok
harness/harness-evals Harness Evals 38 Claude Code, Codex, OpenCode 2 8,084 tok