How real projects configure their agents

32,137 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 agents7,541Claude Code6,614Data and AI3,687Backend and APIs3,492Languages3,397Planning3,211Git and workflow3,159Code review2,735Memory and context2,362Testing2,357DevOps and cloud2,306Writing and docs2,299Research2,296Frontend2,252Security2,009Productivity1,710

All Claude Code32,137 Codex23,307 OpenCode22,079 GitHub Copilot3,547 Gemini CLI1,916 Cursor1,738 Windsurf121 Kiro77

Project Stars Configures Files Always loaded
samzong/Recall samzong.github.io Switch agents. Keep the history. Local-first search across your AI coding sessions. 103 Claude Code, Codex, OpenCode 3 725 tok
firecrawl/skills 103 Claude Code, Codex, OpenCode 2 361 tok
Copexit/am-i-exposed The bitcoin privacy scanner you were afraid to run. 102 Claude Code 1 1,744 tok
Towow-ai/Flowness A work-centered runtime for agentic software engineering. Work persists; agents, context, 102 Claude Code 14
softwaremill/chimp chimp.softwaremill.com Build type-safe, boilerplate-less MCP servers and clients in Scala 102 Claude Code, Codex, OpenCode 2 347 tok
doum1004/llmwiki-cli CLI tool for LLM agents to build and maintain personal knowledge bases 102 Claude Code 1 1,695 tok
MarcoWorms/vibecoder-fullstack-vps-quickstart 102 Claude Code 1 1,722 tok
debs-obrien/playwright-movies-app debs-obrien.github.io Playwright tests for a Movie App 102 Claude Code, Codex, OpenCode 10 891 tok
Toloka/tendem-mcp tendem.ai Home for Human In The Loop Tendem plugin for your agent. 102 Claude Code, Codex, OpenCode 2 1,491 tok
LibreSpark/LibreDomains ciao.su Free public second-level domains, please leave a star~ 102 Claude Code 1 3,151 tok
harukiseller-droid/commerce-agent-bench commerce-agent-bench 102 Claude Code, Codex, OpenCode 10 493 tok
av/mi self-extending sandboxed agentic harness. a loop, two tools and an llm 102 Claude Code, Codex, OpenCode 13 2,108 tok
lostvita/AuraPlayer Listening all, Listening freedom! 102 Claude Code, Codex, OpenCode 2 79 tok
mrgoonie/vnstock-agent MCP server and CLI for Vietnamese stock market data (vnstock) 102 Claude Code 1 328 tok
ForestHubAI/edge-agents app.foresthub.ai The 30 MB open-source edge AI agent runtime. Run AI agents offline on Linux (Raspberry Pi, 102 Claude Code 6 1,596 tok
Agent-Field/plandb agentfield.ai The issue tracker your AI agents are missing. Think Linear or Jira, but for your Claude Co 102 Claude Code 1 1,173 tok
infiniumtek/terraform-review-agent infiniumtek.com Reusable GitHub Action that reviews Terraform PRs for security, cost, and style using a La 102 Claude Code, Codex, OpenCode 2 3,476 tok
danbuhler/claude-code-ha Use Claude code in Home Assistant to manage configuration and automations. 102 Claude Code 1 1,735 tok
shannon-barrow/databricks-tpc-di Databricks Implementation of the TPC-DI Specification using Traditional Notebooks and/or D 102 Claude Code 1 10,400 tok
agentopology/agentopology agentopology.com Harness as code — the Terraform for AI agents. Define your agent team AND its memory once, 102 Claude Code 9
jszmajda/lid linked-intent.dev Linked-Intent Development - a SDD methodology for agentic coding 102 Claude Code, Codex, OpenCode 2 1,700 tok
HermeticOrmus/LibreUIUX-Claude-Code ormus.solutions Complete UI/UX system for Claude Code — 67 specialized agents, design vocabulary, tested p 102 Claude Code 6
drpwchen/textbook-to-note drpwchen.com Turn your own PDF textbooks into an AI-searchable knowledge base and structured, fully-cit 102 Claude Code, Codex, OpenCode 4 5,120 tok
Osiris-DevWorks/smart-citizen A UI-based Star Citizen Localization Editor and Enhancer 102 Claude Code 12 7,882 tok
Facets-cloud/flow facets-cloud.github.io Turn isolated Claude sessions into a continuous working relationship 102 Claude Code 1 1,791 tok
malloydata/publisher Publisher is the open-source analytics engine for Malloy. It lets you define data models o 102 Claude Code, Codex, OpenCode 3 8,014 tok
sirsjg/flux Ship with less chaos. Flux is a fast, simple Kanban board with MCP integration so your LLM 102 Claude Code, Codex, OpenCode 5 1,143 tok
open-octo/octo-agent octo-agent.dev Open-source, single-binary, self-hosted AI agent — your models and data stay on your machi 102 Claude Code 1 1,849 tok
praneybehl/llm-wiki-plugin praneybehl.github.io Andrej Karpathy's LLM Wiki pattern as a skill & Claude Code plugin — turn accumulated sour 102 Claude Code, Codex, OpenCode 1 213 tok
SteelMorgan/1c-agent-based-dev-framework Agent development framework for 1C 102 Claude Code 6
jyjeanne/okf-rs A fast, open-source Rust toolkit for generating, validating and serving Open Knowledge For 102 Claude Code, Codex, GitHub Copilot, OpenCode 3 434 tok
frankchu91/mindbase-llm-wiki frankchu91.github.io Karpathy's LLM Wiki idea as a product — an AI that builds and maintains a markdown wiki fr 102 Claude Code 1 3,400 tok
jiushiwon/wg-skills My Good AI SKILLS 102 Claude Code, Codex, OpenCode 2 7,887 tok
davehenke/rekordbox-mcp Open Source MCP for Rekordbox DJ 102 Claude Code 1 866 tok
edbizarro/dotfiles :skull: dotfiles! managed by GNU stow 102 Claude Code, Codex, GitHub Copilot, OpenCode 3 2,926 tok
ash-project/ash_typescript Automatic TypeScript type generation for Ash resources and actions 102 Claude Code, Codex, OpenCode 3 8,698 tok
shuotao/REVIT_MCP_study LEARN HOW TO BUILD UP YOUR REVIT MCP 101 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 79 10,586 tok
fl-sean03/OpenSDL seanflorez.com A modular Python foundation for reproducible computational and autonomous laboratories. Al 101 Claude Code, Codex, OpenCode 13 921 tok
namuh-eng/ralph-to-ralph Autonomous Product Cloning Loop — Give it any URL, it inspects, builds, tests, and deploys 101 Claude Code, Codex, OpenCode 4 2,081 tok
jayminwest/kotadb kotadb.io Local-only code intelligence API for AI developer workflows (Bun + TypeScript + SQLite) 101 Claude Code 28 1,180 tok
OctopusDeploy/mcp-server octopus.com Octopus Deploy Official MCP Server 101 Claude Code 1 2,878 tok
cowwoc/cat An agentic workflow with a focus on reliability and developer experience 101 Claude Code 3 396 tok
EBISPOT/ols4 ebi.ac.uk The EMBL-EBI Ontology Lookup Service (OLS) 101 Claude Code, Codex, OpenCode 5 417 tok
innae1121-bit/gsghwp gsghwp 101 Claude Code, Codex, OpenCode 2 6,185 tok
nazarli-shabnam/clevis clevis.org Self-hosted GitHub security dashboard — tracks org security checks (MFA, branch protection 101 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 17 5,410 tok
vvedantb/eva eva.vedantb.com Orchestrate sandboxed agents that run in the cloud while you work 101 Claude Code, Codex, OpenCode 82 1,205 tok
Minh-Tam-Solution/AncestorTree ancestortree.info Phần mềm quản lý gia phả điện tử giúp gìn giữ và truyền thừa thông tin dòng họ qua các thế 101 Claude Code 1 6,860 tok
ChengHua926/nemo-skill 101 Claude Code, Codex 1
agentii-ai/DocMeld agentii.ai Lightweight Doc-to-agent-ready knowledge pipeline. Three-stage Bronze→Silver→Gold architec 101 Claude Code, Codex, OpenCode 2 3,849 tok
pablo-ross/strix-halo-gmktec-evo-x2 Configuration and documentation for optimizing Ubuntu 24.04 on AMD Ryzen AI Max+ 395 with 101 Claude Code 1 5,547 tok