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
hollobit/PAX 5 Claude Code, Codex, OpenCode 2 1,658 tok
Achimios/ObsidianVaults_V3 Rebuilding the architecture: distributed layered CONTEXT and LEARNINGS, local AGENTS, SKIL 5 Claude Code, Codex, GitHub Copilot, OpenCode 20 3,395 tok
fatecannotbealtered/jira-cli A CLI for AI agents to operate Jira Data Center — issues, sprints, boards, epics, projects 5 Codex, OpenCode 1 252 tok
orangmood22-lgtm/Labline AI research workflow framework for project setup, GPU experiments, agent collaboration, Fe 5 Codex, OpenCode 1 454 tok
rakibul-islam-raju/CoachSync CoachSync a coaching management system application. 5 Codex, OpenCode 1 663 tok
coding-ax/docvideoer Document-to-video skills for converting document URLs, web articles, Markdown, or pasted t 5 Claude Code, Codex, OpenCode 3 2,826 tok
UniqueYu8988/Compass A local Markdown-driven long-term AI collaboration template that keeps context, the presen 5 Codex, OpenCode 1 1,853 tok
easypizi/doucopy Agent to agent connector 5 Cursor 7
yoanbernabeu/sfcode A Claude Code-style CLI coding agent for PHP, powered by Symfony AI and the new Symfony TU 5 Codex, OpenCode 1 465 tok
RedrockTeam/RedrockBlog blog.redrock.team Hongyan Online School blog site 5 Codex, OpenCode 1 1,646 tok
TolmachevKirill/garmin_ai habr.com Self-hosted AI agent for Garmin Connect. Analyze health & training data, build workouts, u 5 Codex, OpenCode 1 1,818 tok
qiao39gs/Pixel pixel.enjoyow.com Pixel 5 Codex, OpenCode 1 2,749 tok
s1366560/agi-demos 5 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 14 8,814 tok
geva-elettronica/GEVINO-TFT-7-10 shop.gevaelettronica.it GEVINO TFT is an AI-programmable HMI for industrial automation. Create operator interfaces 5 Claude Code, Codex, OpenCode 2 5,392 tok
a3ro-dev/hybridmind HybridMind is a local hybrid-retrieval service for AI memory experiments. It is built arou 5 Claude Code, Codex, OpenCode 3 2,641 tok
schacon/scottchacon-site scottchacon.com The source for the website scottchacon.com 5 Codex, OpenCode 1 2,007 tok
one-aisama/binance-square-toolkit AI-agent-driven SDK for Binance Square — autonomous agents that post, comment, build relat 5 Claude Code, Codex, OpenCode 8 6,503 tok
lunarr-app/lunarr-client Lunarr is a media client tailored for movie and TV show enthusiasts, featuring a sleek int 5 Codex, OpenCode 1 1,976 tok
Navdeep0p/geoextractor GeoExtractor is a web application designed to extract EXIF metadata—specifically geographi 5 Codex, OpenCode 1 445 tok
Starefossen/NisseKomm nissekomm.no Julekalendergåte for barn - Et retro kommandosenter for kritiske Snøfall-operasjoner 5 Codex, OpenCode 1 2,776 tok
gitzhubj/new_neurogolf 5 Codex, OpenCode 1 567 tok
Minijinai75/character-card-creator minijinai75.github.io Tavern character card workshop — a SillyTavern character card/world book creation tool (st 5 Codex, OpenCode 1 794 tok
Baaartosz/autosemver 5 Codex, OpenCode 1 548 tok
almond-bot/harness-studio harness.almond.bot AI native wire harness designer 5 Codex, OpenCode 1 263 tok
regen-coordination/org-os-template regen-coordination.github.io Org-OS — agent-native organizational workspace template 5 Claude Code, Codex, OpenCode 4 4,678 tok
toybz-creator/agent-guide A reusable production-grade operating framework for AI coding agents, with a durable proje 5 Codex, OpenCode 1 3,356 tok
maannaan/Deplot 5 Codex, OpenCode 1 191 tok
gmoncor/agentic-engineering-framework Framework de plantillas para desarrollo de software asistido por IA — compatible con cualq 5 Claude Code, Codex, Gemini CLI, OpenCode 37 8,762 tok
UI-Research/urbnindicators ui-research.github.io Out of the Box Social Science Indicators from the American Community Survey (ACS) 5 Claude Code 1 4,584 tok
thecodingend/rails-starter AI friendly rails saas starter 5 Claude Code, Codex, OpenCode 2 2,120 tok
huangpufan/hpf_Linux_Config 5 Claude Code, Codex, Cursor, OpenCode 3 724 tok
duoi/enhanced-bedjet 5 Codex, OpenCode 1 3,071 tok
mikailustuner/OmniRule mikailustuner.github.io OmniRule is an open-source, platform-agnostic orchestration layer that transforms AI codin 5 Claude Code, Codex, OpenCode 2 1,921 tok
andreadellacorte/groove 🔋 Battery included agentic productivity in one simple install! 5 Claude Code, Codex, OpenCode 5 104 tok
philpax/blackbird a Subsonic protocol client by me, for me 5 Claude Code 1 6 tok
contentstack/contentstack-agent-skills 5 Claude Code 1 240 tok
tardigrde/obsidian-agentic-chat tardigrde.github.io Agent-led AI chat in the Obsidian sidebar - typed tool-calling agent, OpenRouter ZDR by de 5 Claude Code, Codex, OpenCode 9 1,488 tok
fazalur076/Cortex Fast, offline-first codebase knowledge graph and MCP context engine for AI coding tools. 5 Codex, OpenCode 1 172 tok
chama-x/GroundRules Two files. ~250 tokens. Zero drift. 5 Claude Code, Codex, OpenCode 68 75 tok
dwarfguard/RobRoss 5 Claude Code 1 4,191 tok
DaxxSec/DAMGood AI-powered datalog analysis & tuning tools for VA WRX (2015-2021) FA20DIT with Atlas ECU. 5 Codex, OpenCode 1 7,465 tok
ethp2p/wireshark-dissectors Wireshark Dissectors for libp2p and Ethereum consensus messages 5 Claude Code 1 2,724 tok
biulight/shine biulight.github.io A fast Rust CLI for managing shell presets, app configs, and system bootstrap presets. 5 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,565 tok
rodrigofujioka/jugs-demo este repositório foi intencionalmente simplificado para a palestra “Agentes com Skills e G 5 Claude Code, Codex, OpenCode 3 699 tok
juanlamadrid20/databricks-context-engineering-cookbook sample repository of databricks solutions built using context engineering methods 5 Claude Code 1
OasisDEX/summerfi-monorepo 5 Claude Code, Codex, OpenCode 2 10,832 tok
spivx/devcontext devcontext.xyz Developer-focused project for creating and evolving AI context & productivity tools 5 GitHub Copilot 1 101 tok
pipefy/terraform-provider-pipefy Terraform project that declaratively manages Pipefy resources as code. 5 Claude Code, Codex, OpenCode 2 2,014 tok
manyfold-open/manyfold manyfold.ai 5 Claude Code, Codex, OpenCode 2 1,159 tok
aisystant/PACK-personal A second-principles framework with a core of knowledge for personal development. 5 Claude Code 1 1,277 tok