How real projects configure their agents

32,523 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
sampleXbro/agentsmesh samplexbro.github.io One config for every AI coding tool, plus lessons so your agents learn from their mistakes 28 Claude Code, Codex, OpenCode 3 3,363 tok
openqa-labs/openqa openqa.io Agentic Testing Harness 28 Claude Code 1 2,121 tok
Intersect-Collaborations-LLC/research-workflow-assistant Open-source AI research assistant for VS Code + GitHub Copilot. Connects to PubMed, OpenAl 28 Claude Code, GitHub Copilot 13 7,170 tok
benmyles/glyph 🔮 glyph – mcp server to map your codebase with symbol outlines 28 Claude Code 1 1,133 tok
Lling0000/SiftMarks Local-first AI bookmark manager with semantic search, cleanup review, Chrome sync-back, an 28 Claude Code, Codex, OpenCode 2 2,810 tok
AdaCore/skills 28 Claude Code, Codex, OpenCode 2 1,556 tok
TheSmokeDev/taskchad-os Identity-first cognitive agent OS with memory, multi-channel ingress, Operating Room orche 28 Claude Code, Codex 62 —
simplexlabs/montage Agentic motion videos built with Remotion 28 Claude Code, Codex, OpenCode 2 4,917 tok
oldantique/zotkit Let AI agents manage your Zotero library: headless CLI + Python API to search, import, enr 28 Claude Code, Codex, OpenCode 2 4,096 tok
HallyAus/OVO_Aus_api Home Assistant custom integration for OVO Energy Australia - solar, grid, export, rate bre 28 Claude Code, Codex, OpenCode 2 2,685 tok
realgarit/fable-baton Claude Code plugin: Fable 5 as a token-frugal orchestrator with tiered Opus/Sonnet/Haiku a 28 Claude Code, Codex, OpenCode 2 2,146 tok
bitrefill/agents bitrefill.com Agent skills for Bitrefill: browse, buy, and manage gift cards, mobile top-ups, and eSIMs 28 Claude Code 1 1,377 tok
lanesket/llm.log Know what you spend, see what you send. Lightweight local proxy that logs every LLM call - 28 Claude Code, Codex 21 —
Nisus74/pencil-skill AI coding skill plugin for pencil.dev (.pen) design files via the Pencil MCP server that w 28 Claude Code, Codex, OpenCode 2 4,085 tok
searchbrat/marketing-intelligence-layer kieranflanagan.substack.com Turn scattered marketing notes into a searchable intelligence layer your AI can read — one 28 Claude Code 1 —
iFurySt/aifi 💰 AIFi (AI Finance) is an agent-first workspace for compounding investment research and i 28 Claude Code, Codex, OpenCode 2 489 tok
honeycombio/agent-skill official honeycomb skills repository 28 Claude Code 1 592 tok
felvieira/claude-skills-fv 28 Claude Code, Codex, OpenCode 4 3,536 tok
srtab/daiv daivagent.com Open-source, self-hosted SWE agents for GitLab & GitHub 28 Claude Code, Codex, OpenCode 4 2,213 tok
Automattic/newspack-workspace All the code that's fit to ship 28 Claude Code, Codex, GitHub Copilot, OpenCode 4 4,506 tok
lianxhcn/stata-ai lianxhcn.github.io using Stata with AI-Agent 28 Claude Code 1 1,255 tok
ecliptik/flynn A Telnet and Finger client for classic 68k Macintoshes 28 Claude Code 1 2,940 tok
gaspareduard/Omada-mcp Security-first MCP server for TP-Link Omada, with a stdio-first runtime, capability-gated 28 Claude Code, Codex, OpenCode 3 2,713 tok
itsab1989/ChromIQ itsab1989.github.io GUI for RGB printer ICC profiling — guided 5-step ArgyllCMS workflow, 3D gamut viewer, qua 28 Claude Code, Codex, GitHub Copilot, OpenCode 3 12,732 tok
acolomba/pi-claude-marketplace Access Claude plugin marketplaces from Pi Coding Agent. 28 Claude Code, Codex, OpenCode 7 3,494 tok
StarDZ-Team/DayZ-Modding-Wiki stardz-team.github.io Open-source DayZ modding wiki: Enforce Script language (13 chapters), GUI/.layout system ( 28 Claude Code, Codex, OpenCode 2 2,601 tok
delltrak/wamcp WhatsApp MCP Server — Connect AI agents to WhatsApp via Model Context Protocol. 61 tools, 28 Claude Code 1 2,929 tok
marketingLendario/cohort-de-marketing Cohort de Marketing — Aula 01: Pesquisa, Concorrentes e Ofertas com Claude Code. Material 28 Claude Code, Codex, OpenCode 3 1,586 tok
LightconeResearch/lightcone-cli docs.lightconeresearch.org Agentic layer for ASTRA — dedicated skills, workflow execution, and HPC/container manageme 28 Claude Code 1 45,655 tok
Lifecharger/auto-game-builder Self-hosted game project management system for indie developers 28 Claude Code, Codex, OpenCode 2 13,760 tok
Cznorth/winkterm cznorth.github.io AI that shares your terminal session. Open-source AI terminal where the AI types commands 28 Claude Code, Codex, OpenCode 2 5,157 tok
sabbirba/preconnect preconnect.app Flutter app for BRAC University students with SSO login and Connect API integration. 28 Claude Code, Codex, OpenCode 7 1,546 tok
krivitsky/professional-agentic-product-engineering professional-agentic-product-engine.vercel.app A guide on Professional Agentic Product Engineering with Claude Code — from tier 1 to tier 28 Claude Code, Codex, OpenCode 6 8,879 tok
NimbleBrainInc/nimblebrain nimblebrain.ai Self-hosted platform for MCP Apps and agent automations — tools, interactive UIs, schedule 28 Claude Code, Codex, OpenCode 2 6,274 tok
opencrawling/opencrawling opencrawling.org Reference Java & Spring implementation of the Open Ingestion Standard (OIS). It provides a 28 Claude Code 1 5,396 tok
the-agency-ai/the-agency-starter Convention-over-configuration framework for multi-agent Claude Code development 28 Claude Code 16 5,240 tok
martinholovsky/SOTA-skills probably.group Engineering best practices that AI coding agents actually apply — 40+ skills, from secure 28 Claude Code, Codex, Gemini CLI, OpenCode 3 5,222 tok
Embassy-of-the-Free-Mind/sourcelibrary-v2 sourcelibrary.org The world's largest library of translated ancient texts. AI-powered OCR and translation of 28 Claude Code, Codex, OpenCode 5 10,598 tok
cphoskins/cronometer-mcp 28 Claude Code, Codex, OpenCode 2 638 tok
SuperdeMan/cockpit-agent A cloud-edge collaborative AI Agent for intelligent vehicle cockpits: millisecond-level ve 28 Claude Code, Codex, OpenCode 2 12,790 tok
artyomsv/quil quil.cc Reboot-proof terminal multiplexer for AI-native devs — a tmux alternative that persists yo 28 Claude Code 1 —
costajohnt/oss-autopilot Claude Code plugin — AI-powered autopilot for managing open source contributions. Track PR 28 Claude Code 1 2,606 tok
totigm/humanjs humanjs.dev Humanize browser automation for AI agents, QA tests, and demos. Playwright-first — record 28 Claude Code 1 3,668 tok
HePudding/ba-storybook Blue Archive Japanese story text extraction archive + JP→CN translation table + AI charact 28 Claude Code 2 742 tok
SKZL-AI/boris-cherny-claude-code-playbook skzl-ai.github.io 132 Claude Code tips from Boris Cherny (Head of Claude Code, Anthropic) — curated, German- 28 Claude Code 1 1,198 tok
superduck-ai/open-managed-agents Open Source version of Claude Managed Agents. Anthropic SDK compatible. Supports agents, 28 Claude Code, Codex, OpenCode 4 8,413 tok
baizhiheizi/enjoy_player player.enjoy.bot 28 Claude Code, Codex, Cursor, OpenCode 52 2,221 tok
novoads/agent-skills novoads.ai AI video and image ads for marketers, built in Claude Code or Cursor and priced by a live 28 Claude Code, Codex, OpenCode 4 5,212 tok
suntay44/plannable Plannable is a Spec-Driven Development planning CLI for AI coding agents. It creates a MAS 28 Claude Code, Codex, Cursor, OpenCode 11 412 tok
ognjeeen/codex-usage-widget codex-usage-widget.ognjen-marinkovic.chatgpt.site Local Windows widget for Codex subscription usage 28 Claude Code, Codex, OpenCode 2 1,228 tok