How real projects configure their agents

24,815 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 agents8,505Claude Code6,886Git and workflow3,611Data and AI3,580Backend and APIs3,556Languages3,487Planning3,327Code review2,899Testing2,686Writing and docs2,480DevOps and cloud2,479Memory and context2,375Research2,323Frontend2,308Security2,172Project management1,965

All Claude Code32,517 Codex24,815 OpenCode23,733 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,770 Windsurf202 Kiro114

Project Stars Configures Files Always loaded
businesslens/pdd businesslens.io Product-Driven Development for coding agents 13 Claude Code, Codex, OpenCode 6 5,054 tok
openshift-online/agent-control-plane openshift-online.github.io Agent control plane for managed OpenShift services 13 Claude Code, Codex, OpenCode 10 2,581 tok
SlanchaAI/wire wireup.net agent-to-agent comms, no vendor in the middle — telephone-exchange protocol for AI agents. 13 Codex, OpenCode 1 4,781 tok
srikanthmx/hermes-cli-orchestrator Control plane plugin for Hermes Agent — pool many free/cheap model providers + local AI CL 13 Codex, OpenCode 1 4,327 tok
ashtanko/compose-android-template 📱 A simple GitHub template to quickly set up an Android project using Kotlin and Jetpack 13 Claude Code, Codex, OpenCode 2 833 tok
NewTurn2017/hermes-profile-kit Drop-in Hermes Agent profile kit. Creates four isolated profiles (coder, assistant, resear 13 Codex, OpenCode 1 1,272 tok
xushengfeng/myde A Wayland compositor written in Electron.js 13 Codex, OpenCode 1 1,117 tok
YankielDBC2/codex-skills-library 13 Claude Code, Codex, OpenCode 27 1,368 tok
mirasoth/soothe mirasoth.github.io 🛀 Soothe - An autonomous expert system engineered to orchestrate complex workflows and ex 13 Claude Code, Codex, OpenCode 2 913 tok
DudeAint/brownbear An iOS power browser that runs real Chrome & Firefox extensions and userscripts — a Tamper 13 Claude Code, Codex, OpenCode 2 3,881 tok
jrjsmrtn/tlx A Spark DSL for writing TLA+/PlusCal specifications in Elixir 13 Claude Code, Codex, OpenCode 3 3,423 tok
mathruffian-dot/taigi-teaching-agent Taiwanese-language teaching materials AI Agent: automatically generates Taiwanese lesson p 13 Claude Code, Codex, OpenCode 2 5,606 tok
ActiveInferenceInstitute/courses Open curriculum for Active Inference education, K-12 through PhD, with 14 level-adapted co 13 Claude Code, Codex, OpenCode 3 2,309 tok
arhen/agents My virtual Pair Programmer 13 Codex, OpenCode 1 1,857 tok
ardhaecosystem/fable-method The Fable Method: a structured problem-solving loop that gives any model Fable 5 grade thi 13 Codex, OpenCode 1 1,942 tok
strelov1/spec-driven-tdd Multi-harness skill-pack fusing OpenSpec planning with Superpowers TDD/simplify/review int 13 Claude Code, Codex, Gemini CLI, OpenCode 3 363 tok
thelocalhoststudio/patrika A notebook-inspired personal publishing theme built with Astro 13 Claude Code, Codex, OpenCode 2 1,519 tok
forketyfork/walkthrough-plugin 13 Claude Code, Codex, OpenCode 2 1,629 tok
marin-community/loom Issue tracking for AI coding agents 13 Codex, OpenCode 1 1,674 tok
tig/silico Silico makes building maintainable firmware for embedded devices simple using AI. 13 Claude Code, Codex, OpenCode 2 23,252 tok
Treasoni/kaoyan An intelligent graduate entrance exam study system built with Claude Code, integrating the 13 Claude Code, Codex, OpenCode 2 6,532 tok
LuisFelipeMoro/Harness-devkit Harness Devkit for agentic development 13 Claude Code, Codex, OpenCode 2 802 tok
humblebanana/dsh-record-replay DeepSeek Harness record macOS desktop workflows by demonstration and turn them into agent 13 Codex, OpenCode 1 273 tok
NVIDIA/digital-health-skills NVIDIA Digital Health skills repo for agent-guided healthcare AI workflows, including eval 13 Codex, OpenCode 1 1,259 tok
alejooroncoy/campus-cli campuscli.com CLI no oficial para UPC Aula Virtual (Blackboard Learn) — terminal + MCP para Claude 13 Claude Code, Codex, OpenCode 5 4,345 tok
Frihet-io/frihet-mcp frihet.io Official MCP server for Frihet ERP — 156 operations for AI-powered invoicing, tax & e-invo 13 Claude Code, Codex, OpenCode 2 1,985 tok
tonydzi/claude-bible tonydzi.github.io Make Claude Code behave consistently across repos, sessions and humans: rules-as-files gov 13 Claude Code, Codex, OpenCode 2 869 tok
Postpartum-genushyacinthus29/dotnet-skills Teach AI agents modern .NET skills for ASP.NET Core, EF, Blazor, MAUI, and more with a gro 13 Claude Code, Codex, Gemini CLI, OpenCode 3 9,378 tok
mussolene/1c_hbk_bsl mussolene.github.io Open-source toolkit for 1C:Enterprise/BSL: 180 diagnostics, formatter, LSP, CLI, VS Code/C 13 Claude Code, Codex, OpenCode 2 295 tok
cyanheads/pubchem-mcp-server npmjs.com Search the PubChem chemical database for compounds, properties, safety data, bioactivity, 13 Claude Code, Codex, OpenCode 2 14,092 tok
starloghq/index starlog.dev Vet a package before your AI coding agent uses it — authoritative facts (CVEs, license, ma 13 Codex, GitHub Copilot, OpenCode 2 172 tok
brandonwie/codex-hud brandonwie.github.io Single-line local context HUD for Codex CLI sessions. 13 Claude Code, Codex, OpenCode 2 187 tok
pskoett/measuring-ai-proficiency Measuring AI Proficiency: Context Engineering as a Leading Indicator 13 Claude Code, Codex, GitHub Copilot, OpenCode 19 9,401 tok
dangindev/antigravity-awesome-workspace-skill 13 Claude Code, Codex, Kiro, OpenCode 66 387 tok
notnotype/llmlint Lint and polish LLM-generated Chinese text: locate AI writing tells with rules, fix them w 13 Claude Code, Codex, OpenCode 2 4,736 tok
stevenn/ctxlayer Context-sharing MCP Gateway on Cloudflare 13 Claude Code, Codex, OpenCode 8 6,843 tok
alaimo-labs/ai-first-skills alaimolabs.com Agent Skills for AI-First Product Management and Product Building 13 Claude Code, Codex, OpenCode 2 5,785 tok
zuoyou12/longzu.skillls Jiangnan × Fenghuo Xizhuhou style distillation Agent Skills (universal for Claude Code/Cod 13 Codex, OpenCode 1 629 tok
eyesecurity/skills EU compliance enforcement for AI agents. Org-profile-driven guardrails for NIS2, GDPR & IS 13 Codex, OpenCode 1 92 tok
bks-lab/open-bridge bks-lab.github.io Stop re-explaining your work to your coding agent. Plain markdown and YAML in git, read at 13 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 6 6,927 tok
huangguang1999/paseo-skins huangguang1999.github.io Open-source Paseo themes and skins with a local theme builder, one-click Agent Skill, and 13 Codex, OpenCode 1 507 tok
deevus/tea-skills Agent skills for Gitea/Forgejo issue, pull request, milestone, and label workflows using t 13 Claude Code, Codex, OpenCode 2 993 tok
goadesign/goa-ai goa.design Design-first agentic systems in Go: declare agents, tools, MCP servers, policies, and stru 13 Claude Code, Codex, OpenCode 2 3,159 tok
wezendy/elon-musk-algorithm-skills Elon Musk's 5-step algorithm as skills for AI agents. 13 Claude Code, Codex, Gemini CLI, OpenCode 3 2,190 tok
SebastienDegodez/skraft-plugin sebastiendegodez.github.io Specialized agents, adversarial reviewers, discipline skills (Outside-In TDD, Clean Archit 13 Claude Code, Codex, GitHub Copilot, OpenCode 20 5,743 tok
eugeniughelbur/agents-md eugeniughelbur.github.io Generate and safely maintain AGENTS.md, the cross-tool standard for AI coding agents. Non- 13 Claude Code, Codex, OpenCode 2 1,012 tok
conorbronsdon/gws-mcp-server conorbronsdon.com Curated MCP server for Google Workspace: Gmail, Calendar, Drive, Sheets, Docs, and Tasks v 13 Claude Code, Codex, OpenCode 2 991 tok
rusel95/ios-agent-skills Production-tested iOS Agent Skills for Claude Code, Codex, and 40+ AI coding tools. 8 ente 13 Codex, OpenCode 1 541 tok
narumiruna/gurume narumiruna.github.io Python CLI, TUI, and MCP server for searching Japanese restaurants on Tabelog 13 Claude Code, Codex, OpenCode 2 1,035 tok
aiapplications001-art/seo-page-creator-agent All-in-One SEO Agent for Ranking Everywhere Faster. 13 Codex, OpenCode 1 290 tok