How real projects configure their agents

44,969 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 agents8,530Claude Code6,887Git and workflow3,618Data and AI3,582Backend and APIs3,558Languages3,485Planning3,325Code review2,903Testing2,691DevOps and cloud2,482Writing and docs2,481Memory and context2,373Research2,322Frontend2,310Security2,179Project management1,971

All Claude Code32,523 Codex24,842 OpenCode23,761 GitHub Copilot3,723 Gemini CLI2,038 Cursor1,771 Windsurf201 Kiro116

Project Stars Configures Files Always loaded
ArogyaReddy/alirezarezvani-claude-skills 39 Gemini CLI 139 —
qualixar/skillfortify pypi.org First formal security scanner for AI agent skills & plugins. Static analysis, supply chain 39 Codex, OpenCode 1 656 tok
adamzhang1987/kingdee-k3cloud-skill adamzhang1987.github.io Kingdee MCP companion Skill (Kingdee K3Cloud Skill) — injects Kingdee Cloud Galaxy form fi 39 Claude Code 1 439 tok
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
odds-api/odds-api odds-api.net OpenAPI sports betting odds API for coding agents with REST examples, SDKs, MCP, mock mode 39 Codex, OpenCode 1 863 tok
ReviewStage/luke tryluke.dev An open-source software factory 39 Claude Code, Codex, OpenCode 5 7,119 tok
harness/harness-evals Harness Evals 39 Claude Code, Codex, OpenCode 2 8,084 tok
backblaze-labs/awesome-video-generation blze.ai A curated list of AI video generation APIs, SDKs, and tools including text-to-video, video 39 Claude Code 1 923 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
Dangooy/trade-pipeline-skill AI-powered foreign trade document automation (Skill edition): automatically generate quota 39 Claude Code 1 942 tok
Kokxi/qa-test-skills A software testing skill set with 48 expert-level testing skills and one entry workflow, c 39 Claude Code, Codex, OpenCode 2 2,595 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
slopus/happy-agent happy.engineering Universal Agent Harness from Happy that works with any subscription 39 Claude Code, Codex, OpenCode 3 6,673 tok
TheCraigHewitt/sales-skills 21 AI agent skills for the full B2B sales lifecycle. Works with Claude Code, Cursor, Winds 39 Claude Code 1 2,168 tok
riseup-oss/mcp Official MCP server for RiseUp — programmatic read-only access to your cashflow data 39 GitHub Copilot 1 1,123 tok
WaseemGhanem98/AgentCheck Behavioral testing for AI agents. 39 Codex, OpenCode 1 1,617 tok
aicayzer/companies-house-mcp companies-house.uk Unofficial CLI and MCP server for the UK Companies House API company search, profiles, off 39 Claude Code 1 1,155 tok
imsai-sh/dsh-1024store deepseek1024.com DeepSeek Harness plugin store, marketplace, and hub — 11,000+ dsh plugins with search, ran 39 Claude Code, Codex, OpenCode 2 3,304 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
DojoCodingLabs/hacienda-cr TypeScript SDK, CLI & MCP Server for Costa Rica electronic invoicing (Hacienda API) 39 Claude Code, Codex, OpenCode 2 1,748 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 12,841 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
ghostwright/specter ghostwright.dev Deploy AI agents to dedicated VMs in 90 seconds. Interactive TUI. Automatic DNS and TLS. Y 38 Claude Code 1 1,884 tok
Karel0001/old-school-academic-writer 38 Claude Code 1 —
kkeeling/zoho-mcp 38 Claude Code 1 315 tok
rohansx/ctxgraph ctxgraph.io privacy-first context graph engine for AI agents and human teams. 38 Claude Code 1 —
sam-dumont/claude-skills 38 Claude Code 1 1,155 tok
yang3kc/cursor_latex_template Cursor configuration for LaTeX projects 38 Claude Code 1 619 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
shyftai/WEBOS shyft.ai Content Operating System — content marketing, SEO, social media, publishing. Create it. Pu 38 Claude Code 31 553 tok
pedrocivita/tocket Tocket Transmition Protocol 38 Claude Code, Codex, Gemini CLI, OpenCode 4 2,338 tok
paceaitian/paceflow Deterministic workflow enforcement and persistent engineering memory for long-running codi 38 Claude Code 1 1,101 tok
exiw-ai/proofloop AI orchestrator that runs until done. Define what "done" means, go to sleep, wake up to ve 38 Claude Code 1 551 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
Nayshins/ummon The semantic layer for software engineering: Connect code to meaning, build on understan 38 Claude Code 1 926 tok
clubpay/ronykit API Framework supporting REST and RPC. 38 Claude Code, Codex, OpenCode 3 2,140 tok
worktale/worktale-cli Your dev story, told beautifully. Worktale turns your git history into a personal record 38 Claude Code 1 —
streetrace-ai/streetrace streetrace.ai Open runtime + DSL for structured multi-agent systems. 38 Claude Code 11 2,745 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
jamesmontemagno/spec-driven-app-template This is a template for using agent mode with MCP servers to do research driven development 38 GitHub Copilot 2 200 tok
smucclaw/l4-ide This project is being continued by Legalese: 38 Claude Code, Codex, OpenCode 2 1,552 tok
giantswarm/mcp-debug Command-line tool for debugging MCP servers 38 Windsurf 1 5,515 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
Copenhagen0x/solana-security-standard jelleo.com Solana's SOL-0XX security standard — bug-class rules distilled from $514M of real exploits 38 GitHub Copilot 1 2,098 tok