How real projects configure their agents

32,116 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 agents7,521Claude Code6,606Data and AI3,688Backend and APIs3,494Languages3,401Planning3,209Git and workflow3,151Code review2,736Memory and context2,361Testing2,351DevOps and cloud2,300Writing and docs2,296Research2,295Frontend2,250Security2,004Productivity1,709

All Claude Code32,116 Codex23,280 OpenCode22,053 GitHub Copilot3,543 Gemini CLI1,915 Cursor1,736 Windsurf119 Kiro77

Project Stars Configures Files Always loaded
vitorbaptista/shellshare shellshare.net Live terminal broadcasts 226 Claude Code, Codex, OpenCode 3 5,794 tok
kaptinlin/jsonschema Go library for JSON Schema Draft 2020-12 validation with enhanced outputs and multilingual 226 Claude Code, Codex, OpenCode 3 2,212 tok
joebwd/mental-wellness-prompts Templates for AI-powered mental wellness support. Includes conversation frameworks, safety 226 Claude Code 1 2,231 tok
ramakay/claude-self-reflect Claude forgets everything. This fixes that. 🔗 www.npmjs.com/package/claude-self-reflect 226 Claude Code, Codex 1 2,526 tok
jimmykane/quantified-self quantified-self.io Analyze your data from Garmin, Suunto, Coros to one centralized app 226 Claude Code, Codex, OpenCode 7 1,062 tok
idolaman/galactic galactic-dev.com The command center to ship 10x faster with a parallel Claude Code fleet, featuring isolate 226 Claude Code, Cursor 2 2,360 tok
j-shelfwood/voxy-neoforge Unofficial NeoForge 1.21.1 port of Voxy (LOD mod) by MCRcortex - Community maintained 226 Claude Code 1 801 tok
healthchainai/HealthChain healthchainai.github.io Python SDK for healthcare AI — typed, validated FHIR tools for agents, real-time EHR conne 226 Claude Code 1 2,291 tok
bitrouter/bitrouter bitrouter.ai The context-aware model router that learns & adapts to your long-horizon coding agent work 226 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,657 tok
serejaris/personal-corp-os Personal Corp OS — manage a personal company through AI agents: tasks out of your head, de 226 Claude Code, Codex, OpenCode 2 599 tok
keta1930/agent-graph Agent Graph is a Multi-Agent System built on the principles of Context Engineering 226 Claude Code, Codex, OpenCode 2 520 tok
CodyBontecou/health-md apps.apple.com Source code of Health.md 226 Claude Code, Codex, OpenCode 5 1,148 tok
netboxlabs/netbox-mcp-server netboxlabs.com Model Context Protocol (MCP) server for read-only interaction with NetBox data in LLMs 226 Claude Code 2 3,311 tok
TheRealSimon42/simon42-dashboard-strategy Custom Lovelace Dashboard Strategy for Home Assistant — automatically generates dynamic da 226 Claude Code 2 6,340 tok
careerhackeralex/visualize Turn any idea into a beautiful HTML visualization — with one prompt. A Claude Code skill. 226 Claude Code 1 1,155 tok
dreamlonglll/mini-term An AI terminal management tool supporting multi-project and multi-terminal layout manageme 226 Claude Code 2 5,316 tok
initializ/forge go.useforge.ai Forge is the open-source runtime for Anthropic's Agent Skills standard — built for the age 226 Claude Code 3 605 tok
DataSQRL/sqrl datasqrl.github.io Agentic Data Engineering Harness for building data pipelines, data products, data APIs, an 226 Claude Code 1 3,429 tok
vespo92/SolidworksMCP-TS Solidworks MCP using Typescript 226 Claude Code 1 567 tok
duckdb/duckdb-r r.duckdb.org The duckdb R package 225 Claude Code, Codex, OpenCode 6 482 tok
Melvynx/aiblueprint aiblueprint-docs.vercel.app AIBlueprint CLI for setting up Claude Code configurations 225 Claude Code, Codex, OpenCode 3 1,261 tok
codemonkey85/PKMDS-Blazor pkmds.app PKMDS: Pokémon Save Editor for Web (no support for game hacks) 225 Claude Code, Codex, GitHub Copilot, OpenCode 8 5,037 tok
symposium-dev/symposium symposium.dev AI the Rust Way 224 Claude Code, Codex, OpenCode 3 225 tok
ttalkkak-lab/opencode-contexty A plugin that adds context engineering to OpenCode — context visualization, architecture s 224 Claude Code, Codex, OpenCode 2 881 tok
sondera-ai/sondera-coding-agent-hooks Hooking implementations and supporting tools for various coding agents (Claude, Cursor, Ge 224 Claude Code, Codex, OpenCode 3 1,505 tok
pgEdge/pgedge-postgres-mcp docs.pgedge.com pgEdge MCP Server. A PostgreSQL MCP server with a Natural Language Agent CLI and Web UI. 224 Claude Code, Cursor 9
human-avatar/skills-for-humanity Structured reasoning methodologies from history's most rigorous thinkers, packaged as Clau 224 Claude Code 1 698 tok
PramodDutta/qaskills qaskills.sh QA Skills Directory QA Skills is a curated directory of testing-specific skills for AI cod 224 Claude Code, Codex, OpenCode 2 8,138 tok
streamlit/agent-skills A collection of agent skills for development of Streamlit apps. 224 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,428 tok
timothywarner-org/claude-code techtrainertim.com Claude Code and Large-Context Reasoning (O'Reilly Live Learning) 223 Claude Code, GitHub Copilot 23 5,219 tok
Piebald-AI/splitrail splitrail.dev Fast, cross-platform, real-time token usage tracker and cost monitor for Claude Code / Cod 223 Claude Code, Codex, OpenCode 8 363 tok
JameZUK/Arkana arkana.re Arkana - Your entire malware analysis lab, behind one AI prompt. 250+ MCP tools for binary 223 Claude Code 7 9,744 tok
KernelErr/dnSpy.Extension.MCP MCP extension for dnSpy. 223 Claude Code 1 6,123 tok
first-fluke/fullstack-starter deepwiki.org Production-ready fullstack monorepo template with Next.js, FastAPI, Flutter, Terraform, an 223 Claude Code, Codex, OpenCode 8 3,600 tok
Penecruz/VAICOM-Community VAICOM for DCS World 223 Claude Code, GitHub Copilot 2 1,027 tok
frgfm/torch-scan frgfm.github.io Seamless analysis of your PyTorch models (RAM usage, FLOPs, MACs, receptive field, etc.) 222 Claude Code, Codex 1
icoretech/airbroke airbroke.icorete.ch 🔥 Lightweight, Airbrake/Sentry-compatible, PostgreSQL-based Open Source Error Catcher 222 Claude Code, Codex, OpenCode 2 1,101 tok
ushironoko/octorus crates.io Review GitHub PRs and local diff in your terminal, with AI-powered automated review & fix 222 Claude Code 2 1,188 tok
LKbaba/Claude-code-ChatInWindows marketplace.visualstudio.com Full-featured GUI for Claude Code CLI in VS Code — Windows (no WSL) & macOS. Third-party A 222 Claude Code 1 3,280 tok
redpanda-data/protoc-gen-go-mcp Go protobuf compiler extension to turn any gRPC service into an MCP server 222 Claude Code 1 1,015 tok
validatedev/BrewServicesManager A macOS menu bar app for managing Homebrew services 222 Claude Code, Codex, OpenCode 2 1,327 tok
BotchetDig/workout-gate A Claude Code hook that blocks your prompt until you do your push-ups, counted live via we 222 Claude Code 3
eastlondoner/mineflare 221 Claude Code, Codex, OpenCode 2 6,460 tok
second-state/payment-skill money.flows.network Agentic skill for requesting and accepting payments from / to humans and agents 221 Claude Code 1 300 tok
entireio/skills ✨ Cross-agent skills that help coding agents use Entire context from Checkpoints, sessions 221 Claude Code 8
uber/submitqueue SubmitQueue is a high-performance speculative merge queue that keeps your trunk consistent 221 Claude Code, Codex, OpenCode 2 8,603 tok
lobu-ai/lobu lobu.ai Open-source control plane and runtime for organisational agents: shared company context, i 221 Claude Code, Codex, OpenCode 7 3,087 tok
huacnlee/omamail huacnlee.github.io Omarchy mail plugin with Gmail, HEY and IMAP supports. 221 Claude Code, Codex, OpenCode 5 11,068 tok
codesstar/loci Memory Palace for AI — persistent memory, identity, and multi-project orchestration for Cl 221 Claude Code, Codex, OpenCode 5 16,362 tok
BytePioneer-AI/clawmate Add a warm, personable companion to OpenClaw. 220 Claude Code, Codex, OpenCode 2 2,652 tok