How real projects configure their agents

43,636 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 agents7,571Claude Code6,627Data and AI3,684Backend and APIs3,492Languages3,401Planning3,221Git and workflow3,179Code review2,740Testing2,368Memory and context2,365Writing and docs2,309DevOps and cloud2,308Research2,298Frontend2,256Security2,015Productivity1,715

All Claude Code31,984 Codex23,196 OpenCode22,145 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,736 Windsurf133 Kiro79

Project Stars Configures Files Always loaded
spencermarx/obsidian-ai Bring your own AI environment to Obsidian. For note/doc creation, refinement, search, orga 48 Claude Code, Codex, OpenCode 2 1,328 tok
CES-Ltd/TitanX Enterprise AI Agent Orchestration Platform — Secure, Observable, Configurable. Multi-agent 48 Claude Code, Codex, OpenCode 13 1,685 tok
bitsky-tech/bridgic-agent Bridgic Agent turns what you want into workflows that actually work — and keep working. `/ 48 Claude Code 1 965 tok
hllqkb/Claudio AI Music Radio - a personalized AI music station combining NetEase Cloud playlists, Claude 48 Claude Code 2 709 tok
lis186/SourceAtlas sourceatlas.io A set of AI-powered slash commands for Claude Code and OpenSkills (support Cursor, Windsur 48 Claude Code 1 731 tok
schildep/verified-polygon-intersection schildep.github.io Formally verified polygon intersection 48 Claude Code 2 746 tok
DiegoGuidaF/PulseWeaver Self-hosted forward-auth sidecar that gates your services by request IP + host — give fami 48 Claude Code, Codex, OpenCode 2 1,431 tok
modem-dev/podguy Agent-driven post-production workflow for video podcasts 48 Claude Code, Codex, OpenCode 2 1,032 tok
hffmnnj/goopspec A spec-driven development platform for OpenCode that guides teams through a structured 5‑p 48 Codex, OpenCode 1 6,631 tok
judell/bram 48 Claude Code, Codex, OpenCode 4 4,108 tok
Hybirdss/smartest-tv 📺 Control any smart TV with natural language. Play Netflix by name from your terminal. Py 48 Claude Code 1 1,806 tok
mrwuss/p21-api-documentation Unofficial community documentation for Prophet 21 (P21) APIs with Python examples. Covers 48 Claude Code 1 5,664 tok
ardhaecosystem/RUDR9 One command → full AI engineering team. Transforms Hermes Agent into a 9-role development 48 Codex, OpenCode 1 544 tok
mathruffian-dot/voxcpm2-voice-cloner VoxCPM2 voice cloner with auto GPU detection (CUDA/XPU/CPU) and Ultimate Cloning support 48 Claude Code, Codex, OpenCode 2 1,096 tok
patriceckhart/hrdx hrdx.dev Yet another minimal and lightweight terminal multiplexer built for the agent era. 48 Codex, OpenCode 1 2,474 tok
blackwell-systems/gcf gcformat.com The AI-native wire format for structured data. 100% comprehension on every frontier model. 48 Claude Code 1 2,473 tok
kaeawc/auto-mobile kaeawc.github.io Mobile automation suite of tools including an MCP and libraries for test authoring & execu 48 Claude Code, Codex, OpenCode 20 8,676 tok
hauptsacheNet/clickup-mcp 48 Claude Code 1 870 tok
jpcaparas/skills My curated agent skills 48 Claude Code, Codex, OpenCode 7 1,592 tok
sinanata/unity-mesh-fracture sinanata.github.io Drop-in Voronoi mesh fracturing for Unity URP. Pure-C# fragmentation, watertight fragments 48 Codex, GitHub Copilot, OpenCode 2 2,993 tok
mcpware/pagecast Record any browser page as GIF or video via MCP — powered by Playwright + ffmpeg 48 Claude Code 1
Dicklesworthstone/eidetic_engine_cli Durable, local-first, explainable memory for coding agents. A Rust CLI memory substrate bu 48 Claude Code, Codex, OpenCode 2 19,004 tok
rohanbeingsocial/candlekit-charts rohanbeingsocial.github.io Tree-shakeable financial charting toolkit over lightweight-charts: candlestick/OHLC/line/a 48 Claude Code, Codex, OpenCode 2 4,825 tok
Algorithmiq/monoprop docs.monoprop.algorithmiq.tech monoprop :rocket: because your operators deserve to propagate at escape velocity 48 Claude Code, Codex, GitHub Copilot, OpenCode 3 928 tok
RaisFast/raisfast raisfast.com The fastest CMS, easiest to deploy. Single binary, zero dependencies, zero GC. Download an 48 Codex, OpenCode 1 3,768 tok
sinyu1012/proxypin-mcp-workbench An automation workbench based on ProxyPin and MCP for traffic capture, API analysis, Mock 48 Codex, OpenCode 1 927 tok
jgouviergmail/LIA-Assistant lia.jeyswork.com Smart multi-agent conversational assistant with LangGraph orchestration, Human-in-the-Loop 48 Claude Code, Codex, OpenCode 2 70,538 tok
zjw49246/CC-Manager 48 Codex, OpenCode 1 4 tok
isac322/kwin-mcp pypi.org MCP server for Linux desktop GUI automation on KDE Plasma 6 Wayland -- 30 tools for virtua 48 Claude Code 6 2,458 tok
ngtiendong/Academic-Research-Agent-Skill Human-guided Research Agent Skill for Master and PhD students in CS, AI, math, and enginee 48 Claude Code 1 740 tok
dualface/quicktui quicktui.ai Self-hosted remote terminal for iPhone, iPad & browser — attach tmux and run Claude Code, 48 Codex, OpenCode 1 623 tok
GregorBiswanger/featherspec A featherweight spec-driven development template with a Memory Bank, for Claude Code and G 48 Claude Code, Codex, GitHub Copilot, OpenCode 10 3,252 tok
jmoyers/everquest-companion EverQuest Legends companion — real-time log analysis, DPS meter, quest/boss tracking, aler 48 Claude Code, Codex, OpenCode 5 36,674 tok
seldonframe/seldonframe seldonframe.com Open-source AI front-office factory for agencies serving local businesses: website, bookin 48 Claude Code, Codex, Cursor, OpenCode, Windsurf 22 5,556 tok
MGrin/awesome-bb-plugins A curated list of community plugins for bb, the agent IDE — the ecosystem's missing direct 48 Claude Code, Codex, OpenCode 2 872 tok
Wilson520403/fgui-agent-bridge Safely operate FairyGUI Editor through MCP, CLI, and a local JSON queue 48 Codex 1
tao12345666333/ankaloop Out-of-the-box coding-agent runtime for terminal, IDE, server, and Telegram: built-in tool 48 Codex, OpenCode 1 1,328 tok
WaseemGhanem98/AgentCheck Behavioral testing for AI agents. 48 Codex, OpenCode 1 1,617 tok
huaweicloud/huaweicloud-devkit Official Huawei Cloud plugin for AI agents — skills, MCP tools, safety guardrails, and cl 48 Claude Code, Codex, OpenCode 1 2,964 tok
petekp/claude-code-setup My forkable Claude Code setup with sync feature 48 Claude Code, Codex, OpenCode 2 1,074 tok
fengkx/beancount-lsp Beancount Language Server Protocol (LSP) implementation run on electron and browser (VSCod 48 Claude Code, Codex, OpenCode 3 2,280 tok
matheusht/redthread An autonomous red-teaming engine for LLMs. RedThread manages the full security lifecycle: 48 Codex, OpenCode 1 1,929 tok
majorcontext/moat majorcontext.com Run agents in containers with credential injection and full observability. 48 Claude Code 5 3,199 tok
TrueCrimeDev/ClautoHotkey In-depth AHK v2 coding harness build with all the tools to create advanced AHK v2 projects 48 Claude Code, Cursor 47 2,169 tok
pinebasedev/svelteflare svelteflare.com A SvelteKit, Hono and Cloudflare SaaS boilerplate to launch your next MVP. 47 Claude Code, Codex, OpenCode 2 879 tok
oneshot-repo/OneShot One prompt. Full delivery. 47 Claude Code, Codex, OpenCode 13 2,231 tok
xmm/codex-bmad-skills BMAD skills and workflows for OpenAI Codex (App, CLI, Web): intent-based execution, YAML p 47 Codex, OpenCode 1 681 tok
wisdomgraph/mega-code megacode.ai The Self-evolving AI Coding Infrastructure 47 Codex, OpenCode 1 775 tok
xieziyu/duetlens xieziyu.github.io Conversational code review on macOS: review a PR or local branch together with a codex age 47 Claude Code 1 1,672 tok
kittimasak/thai-token-optimizer A Thai token optimization tool for AI coding agents that keeps commands, code, and technic 47 Codex, Gemini CLI, OpenCode 2 812 tok