How real projects configure their agents

43,652 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 agents7,588Claude Code6,636Data and AI3,676Backend and APIs3,496Languages3,402Planning3,219Git and workflow3,187Code review2,745Testing2,374Memory and context2,364DevOps and cloud2,310Writing and docs2,309Research2,295Frontend2,261Security2,021Productivity1,715

All Claude Code31,998 Codex23,222 OpenCode22,170 GitHub Copilot3,550 Gemini CLI1,918 Cursor1,738 Windsurf137 Kiro80

Project Stars Configures Files Always loaded
denoslab/starfish-fl Starfish-FL is an essential component of the STARFISH project. It focuses on federated lea 11 Claude Code 1 1,838 tok
robertcrowe/Spec4 spec4.ai A local, open-source tool that turns a rough idea, or a change to an existing codebase, in 11 Claude Code, Codex, OpenCode 2 1,456 tok
hugefiver/OAI2LMApi marketplace.visualstudio.com OpenAI to Language Model API Bridge - Use OpenAI-Compatible API in Copilot - [VScode Exten 11 Claude Code, Codex, GitHub Copilot, OpenCode 3 4,748 tok
Nam-Cheol/namba-ai velog.io Prompt refinement and workflow orchestration for Codex: turn vague ideas into scoped goals 11 Claude Code, Codex, OpenCode 43 1,571 tok
zaxardery8011-design/line-persona LINE Shadow Clone — a low-barrier, BYO-AI open-source framework for LINE clones. Just ask 11 Claude Code, Codex, OpenCode 2 1,601 tok
microsoft/Build26-DEM341-any-agent-any-cloud-standardized-tracing-with-foundry-and-opentelemetry build.microsoft.com Demo walkthrough and sample code for standardized multi-agent observability across clouds 11 Codex, GitHub Copilot, OpenCode 2 1,029 tok
enforra/enforra enforra.com Open source action governance SDK for AI agent tool calls. 11 Claude Code, Codex, OpenCode 2 3,090 tok
ImitationGameLabs/aifed A text editor designed for AI agents. 11 Claude Code, Codex, OpenCode 2 644 tok
Samin12/claude-command-center-beta The command center for your AI agents 11 Claude Code, Codex 4 163 tok
harbor-framework/skills Public agent skills catalog for Harbor 11 Claude Code, Codex, OpenCode 2 654 tok
OpenShift-Fleet/rehor openshift-fleet.github.io Rehor 11 Claude Code 6 321 tok
artubss/SKILLS-CLAUDE-CODE 11 Claude Code, Codex 3
RHEcosystemAppEng/sdlc-plugins Claude Code plugin for AI-assisted SDLC workflows — plan features, implement tasks, triage 11 Claude Code 2 494 tok
Jarcis-cy/codex-island-app Dynamic Island-style macOS companion for Codex CLI with local session tracking, SSH remote 11 Codex, OpenCode 1 2,050 tok
lucab85/Claude-Code-Bootcamp Claude Code Extended: Build 10 Real-World Projects with Claude Code 11 Claude Code, GitHub Copilot 20 131 tok
okx/plugin-store 11 Claude Code 1 815 tok
Luxuzhou/skill-monitor-plugin Claude Code skill health dashboard - security scan, token cost, budget analysis, hook conf 11 Claude Code 1 132 tok
ivy00johns/Skill-Madness Skill-Madness — all the skills, all the agents, all the chaos. 11 Claude Code, Codex, OpenCode 2 2,320 tok
Azure/sap-automation-bootstrap Bootstrap repo for SDAF 11 Claude Code, GitHub Copilot, Gemini CLI 3 568 tok
jennydove/self-improving-claude A self-improving Claude Code setup: session commands, audits, fixes, and memory that compo 11 Claude Code 13 520 tok
hydrolix/mcp-hydrolix An MCP server for Hydrolix 11 Claude Code 3 301 tok
bkircher/skills Minimal skill pack for Codex/Claude Code 11 Codex, OpenCode 1 72 tok
shiqkuangsan/claude-code-reverse 11 Claude Code 1 345 tok
binrogithub/1-3-Cloud-Adoption-Skills The 1+3 Cloud Adoption Skills Framework is an AI-driven capability system that organizes c 11 Claude Code 1
productdevbook/devir Dev Runner CLI - Terminal UI for managing multiple dev services with colored logs, filteri 11 Claude Code 1 625 tok
usabarashi/voicevox-cli voicevox.hiroshiba.jp Japanese text-to-speech using VOICEVOX Core 11 Claude Code, Codex, OpenCode 2 457 tok
quinnjr/google-mcp Model Context Protocol (MCP) server for Google Workspace - Calendar, Gmail, Drive, Docs, S 11 Claude Code 1 847 tok
hututuQQQ/sigma sigmacode.biz Open-source AI coding agent that survives interruptions, runs in a native sandbox, and pro 11 Codex, OpenCode 1 312 tok
nullxnothing/claude-auto-tok AI-powered TikTok content factory — 6 autonomous agents, one command, one video 11 Claude Code 1
cicbyte/forks Local Git repository manager and mirror acceleration tool with a Web UI for managing repos 11 Claude Code 1 1,385 tok
MH4GF/rulens npmjs.com No more maintaining coding guidelines. Your linter rules to AI instructions, instantly. 11 Claude Code 3 1,564 tok
rossoctl/examples Sample Agents and Tools for Rossoctl platform 11 Claude Code 15 1,136 tok
tbcrawford/opm tbcrawford.github.io Switch between isolated OpenCode environments — MCPs, models, agents, and AGENTS.md — with 11 Codex, OpenCode 1 1,573 tok
hackerzhuli/unity_code_mcp unitycode.hackerzhuli.com Unity Code MCP is a MCP server that enables AI agents to work on Unity project autonomousl 11 Claude Code 1 550 tok
orthogonalhq/nous-core docs.nue.orthg.nl NueOS is a local-first Agent OS application for everyday people and families. 11 Codex, OpenCode 1 118 tok
hAcKlyc/openmino A ready-to-use workspace template that turns any AI agent into a persistent, evolving comp 11 Claude Code 1 1,339 tok
Pluggentipsar/llm-knowledge-base AI-driven kunskapsbas med Claude Code + Obsidian. Inspirerad av Karpathys LLM Knowledge Ba 11 Claude Code 1 657 tok
conversionfactory/agent-config Global Claude Code and AI agent configuration 11 Claude Code, Codex 1
Jaan-Mustafa/10x-Team AI coding plugin that gives you an entire engineering team — CTO, SRE, DBA, Security Engi 11 Codex, OpenCode 1 905 tok
simonsysun/seeklink SeekLink — hybrid semantic search for markdown vaults. Four-channel RRF fusion, MLX rerank 11 Claude Code, Codex, OpenCode 2 1,709 tok
Rodriguespn/improve-skills-workshop-aie-europe 11 Claude Code, Codex, OpenCode 4 61 tok
porcupine-md/jonggrang jonggrang.dev AI agents write code fast. Too fast. Jonggrang makes sure they don't make a mess while doi 11 Claude Code, Codex, OpenCode 2 2,112 tok
marc0der/ralph 11 Claude Code, Codex, OpenCode 2 4,998 tok
skrinak/ContextEng 11 Claude Code 2 6,315 tok
taslim/nanoclaw-gws-ea nanoclaw.dev Google Workspace Executive Assistant flavor for NanoClaw 11 Claude Code 55 6,049 tok
inadarei/claude-code-interactive-mode Claude.md instructions for interactive mode 11 Claude Code 5
tinyradio/WDS-SKILLS A collection of Claude Code custom skills for the Wanted Design System 11 Claude Code 1
Chriss54/claude-blog-multilingual 11 Claude Code 1 693 tok
MuduiClaw/ClawKing ClawKing 🦞 — A polished, ready-to-use OpenClaw edition that brings AI out of the chat win 11 Codex, OpenCode 1 2,114 tok
DimiDR/ABAP-MCP Use SAP ADT to agentic change ABAP code live within the system 11 Claude Code 1 3,573 tok