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
dynobox/dynobox dynobox.xyz Cross-harness testing framework for agent skills and workflows 12 Claude Code, Codex, OpenCode 2 333 tok
henkisdabro/cloudflare-workers-react-boilerplate henkisdabro.github.io Full-stack React 19 + Cloudflare Workers template optimised for Claude Code. AI integratio 12 Claude Code, Codex, OpenCode 3 2,192 tok
tincopper/neeko A cross-platform desktop multi-project agent manager for the AI coding era, with integrate 12 Claude Code, Codex, OpenCode 36 8,750 tok
himanshudongre/opendeck An open-source digital micropad for agentic work — turn your phone or tablet into a physic 12 Claude Code 1 806 tok
maxwellsdm1867/wheeler Turn Claude Code into an interactive scientific workspace: workflow, file system, and know 12 Claude Code 49 6,105 tok
RewritingTheCode/workshop A one-page personal portfolio you build in 90 minutes with Claude Code. RTC workshop start 12 Claude Code 2 842 tok
wirux/mcp-markdown-vault npmjs.com Headless semantic MCP server for Obsidian, Logseq, Dendron & any markdown vault. AST-based 12 Claude Code 1 2,082 tok
rollingSirius/TradeGit Trading Journal Skill: record trades and the reasons behind them in one sentence in Claude 12 Codex, OpenCode 1 1,334 tok
davidmosiah/garmin-mcp wellness.delx.ai Local-first MCP server for Garmin Body Battery, HRV, sleep & training data — Claude/Cursor 12 Codex, OpenCode 1 167 tok
adityasasidhar/browsercontrol adityasasidhar.github.io a vision first broswer tool 12 Claude Code, Codex, OpenCode 2 2,204 tok
LBurny/symkit-mcp It is an MCP server that lets AI agents perform step-by-step symbolic derivations: calcula 12 Claude Code, Codex, GitHub Copilot, OpenCode 4 3,817 tok
sterlingcrispin/stillpoint Stillpoint is an open source MCP server that delivers short, welfare oriented messages to 12 Codex, OpenCode 1 1,953 tok
mkdnsite/mkdnsite mkdn.site Markdown-native websites. HTML for humans, Markdown for agents. Zero build. 12 Claude Code 1 2,093 tok
gethelio/helio helio.so Governance proxy for MCP - enforce policies, cap cumulative cross-tool spend across server 12 Claude Code, Codex, OpenCode 2 5,526 tok
glechic/anki-connect-server Headless AnkiConnect-compatible REST API server with AnkiWeb sync support and MCP server i 12 Codex, OpenCode 1 49 tok
R00T-Kim/SCOUT r00t-kim.github.io Deterministic firmware-to-exploit evidence engine. Drop a firmware blob, get hash-anchored 12 Claude Code, Codex, OpenCode 2 6,515 tok
guzus/ai-research-arm ara.guzus.xyz Self-running AI-news intelligence pipeline: multi-source agents, validated research artifa 12 Claude Code, Codex, OpenCode 8 19,767 tok
mindstone/mcp-servers mindstone.com Production-ready MCP connectors for popular SaaS tools. Works with Claude Desktop, Cursor, 12 Claude Code, Codex, OpenCode 2 3,358 tok
raytone-lab/agentcanvas A visual UX configurator and scaffold generator for Agent frontends. 12 Codex, OpenCode 1 1,585 tok
tsrigo/dsh-from-scratch dsh-from-scratch.pages.dev A runnable TypeScript tutorial that builds a minimal DeepSeek-style agent harness from scr 12 Codex, OpenCode 1 526 tok
SlanchaAI/wire wireup.net agent-to-agent comms, no vendor in the middle — telephone-exchange protocol for AI agents. 12 Codex, OpenCode 1 4,488 tok
earlyaidopters/marks-pi-harness Mark's pi coding agent harness for fully-local LM Studio models: 14 extensions (visual sel 12 Codex, OpenCode 1 1,680 tok
srikanthmx/hermes-cli-orchestrator Control plane plugin for Hermes Agent — pool many free/cheap model providers + local AI CL 12 Codex, OpenCode 1 4,327 tok
5throck/ai-workspace-standards Master configuration for Vibe Coding and Harness Engineering — workspace standards for Cla 12 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 65 25,152 tok
ixEmma/code-wordpress 12 Codex, OpenCode 1 2,927 tok
trvon/pi-loop 12 Codex, OpenCode 1 1,922 tok
code-yeongyu/pi-rules Rule context loader extension for the pi coding agent 12 Codex, OpenCode 1 670 tok
Marco-Joshua/ai-presentation-kit AI presentation creation kit — provide the materials and get slides, a PDF, and a narrated 12 Codex, OpenCode 4 2,573 tok
maxwell2732/codex-r-empirical-research A Codex R pipeline for reproducible empirical research by 朱晨 | Genetic social science rese 12 Claude Code, Codex, OpenCode 38 4,355 tok
GoodProvider/SkyrimNet_SexLab Adds simple SexLab support to SkyrimNet 12 Claude Code, Codex, Cursor, OpenCode 4 2,366 tok
Coding-Dev-Tools/rtk-improved Universal RTK token optimization integration for all 13 supported AI coding agents 12 Codex, OpenCode 1 725 tok
Coldensjo/MONx A monster editor for OpenTibia servers. Open a workspace, pick a monster, edit, save. Supp 12 Claude Code, Codex, OpenCode 3 7,831 tok
coredo-eu/codex-agent-config Codex instructions and native specialist agent profiles for delegating, verifying, and rec 12 Codex, OpenCode 1 2,152 tok
a9a4k/vscode-deck Agentic Development in VS Code 12 Claude Code, Codex, OpenCode 9 246 tok
NewTurn2017/hermes-profile-kit Drop-in Hermes Agent profile kit. Creates four isolated profiles (coder, assistant, resear 12 Codex, OpenCode 1 1,272 tok
raffertyuy/repo-of-repos 12 Claude Code, Codex, OpenCode 17 2,373 tok
JustinPerea/midjourney-cc-skill A Claude Code skill that learns Midjourney prompt engineering through iterative refinement 12 Claude Code, Codex, OpenCode 10 16,847 tok
Rothschildiuk/context-pack Compact CLI that turns a repository into a high-signal context bundle for coding agents. 12 Codex, OpenCode 1 1,171 tok
sso-ss/vibe-ship-it vibe-ship-it.vercel.app AI skills and agents that help designers vibe-code their ideas to life. 14 skills, 4 agent 12 Claude Code, GitHub Copilot 11 2,406 tok
mathruffian-dot/taigi-teaching-agent Taiwanese-language teaching materials AI Agent: automatically generates Taiwanese lesson p 12 Claude Code, Codex, OpenCode 2 5,606 tok
sparq-org/sparq sparq-org.github.io sparq is a lightning-fast RDF triplestore and SPARQL 1.1 / 1.2 engine, written in Rust — u 12 Claude Code, Codex, OpenCode 41 47,506 tok
thelocalhoststudio/patrika A notebook-inspired personal publishing theme built with Astro 12 Claude Code, Codex, OpenCode 2 1,519 tok
keith-wohnv/Static-Ads A Vibe Coded Static Ads Generator w/ Google Nano Banana & Claude Code Via VScode. 12 Claude Code 5 2,097 tok
openshift/lightspeed-agentic-operator An operator to load the Agentic Lightspeed features of OpenShif 12 Claude Code, Codex, Cursor, OpenCode 12 969 tok
tanchihq/tanchi tanchi.io Autonomous B2B prospecting engine. The AI sources, researches and writes your outreach eve 12 Claude Code 1 346 tok
pwittchen/aictl aictl.app 🤖 Native AI agent for your terminal and macOS desktop. Run cloud and local models thr 12 Claude Code 1 9,920 tok
teexiii/ai-psd-thumbnails Windows Explorer thumbnails & preview pane for Adobe Illustrator (.ai), Photoshop (.psd/.p 12 Claude Code 1 2,442 tok
michigoetz/tpm-use-cases TPM AI Playbook 12 Claude Code 1 417 tok
anteriovieira/osc-mcp-server MCP server for controlling digital mixers (Behringer X32, Midas M32, etc.) via OSC 12 Codex, OpenCode 1 2,229 tok
Txpple/nwn-mcp MCP server for Neverwinter Nights Enhanced Edition module files 12 Claude Code 11 5,761 tok