31,977 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 agents7,557Claude Code6,620Data and AI3,682Backend and APIs3,496Languages3,401Planning3,217Git and workflow3,165Code review2,733Testing2,364Memory and context2,364DevOps and cloud2,310Writing and docs2,303Research2,297Frontend2,252Security2,013Productivity1,710
All Claude Code31,977 Codex23,157 OpenCode22,109 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,739 Windsurf129 Kiro79
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| SignalEngine/PipeVoice powleads.github.io | 25 | Claude Code | 1 | 1,447 tok |
| jkitchin/discopt kitchingroup.cheme.cmu.edu A discrete optimization package with interior point and exterior swagger | 25 | Claude Code | 1 | 6,620 tok |
| dp-web4/SAGE A cognition kernel that wraps a frozen LLM in a persistent identity + trust + governance l | 25 | Claude Code, Codex, OpenCode | 5 | 4,068 tok |
| xuhan-rgb/zotero-ai-sidebar AI research sidebar for Zotero 7–10 with API and local browser-backed web chat modes. | 25 | Claude Code | 1 | 2,366 tok |
| qzc438/ontology-llm Agent-OM: Leveraging LLM Agents for Ontology Matching | 25 | Claude Code | 1 | 522 tok |
| axsaucedo/agent_data_duckdb | 25 | Claude Code, GitHub Copilot | 2 | 1,382 tok |
| marcosmarf27/tecjustica-sigilo Anonimizador desktop de PII para textos jurídicos brasileiros (Electron + Presidio + BERT | 25 | Claude Code, Codex, OpenCode | 2 | 20,149 tok |
| remotehumans/riff Talk to your computer hands-free using a smart ring and your voice | 25 | Claude Code | 1 | 403 tok |
| flutter/dart-intellij-third-party | 25 | Claude Code, Codex | 8 | — |
| terret-org/terret terret.org Ruby-native, model-agnostic agent harness where everything is a plugin | 25 | Claude Code | 1 | 2,643 tok |
| phuc-nt/openclaw-skills | 25 | Claude Code | 1 | 327 tok |
| lensapp/openshell-k8s-operator OpenShell Kubernetes Operator | 25 | Claude Code, Codex, OpenCode | 2 | 832 tok |
| inference-gateway/adk An Agent Development Kit (ADK) allowing for seamless creation of A2A-compatible agents wri | 25 | Claude Code, Codex, OpenCode | 2 | 3,251 tok |
| ProjectLiminality/InterBrain opencollective.com Open-source protocol integrating collective and artificial intelligence — LLM orchestratio | 25 | Claude Code | 14 | 3,248 tok |
| hooyao/copilot-bridge .NET 10 Native AOT reverse proxy exposing GitHub Copilot's LLM API as Anthropic/OpenAI/Gem | 25 | Claude Code, Codex, OpenCode | 15 | 6,061 tok |
| VSN2015/concerns_on_rails A collection of plug-and-play ActiveSupport concerns for Rails models and Rails controller | 25 | Claude Code | 1 | 5,126 tok |
| Netie-AI/OpenHBM An open-source, JEDEC JESD270-4A-compliant HBM4 memory subsystem (controller + PHY-shim + | 25 | Claude Code, Codex, OpenCode | 2 | 4,670 tok |
| luizhcastro/mac-stats A native macOS menu bar app for real-time monitoring of system stats. | 25 | Claude Code, Codex, OpenCode | 2 | 10,593 tok |
| Open-Locker/Open-Locker open-locker.org This is an open source project to build both the software and the hardware blueprints/buil | 25 | Claude Code | 1 | 1,770 tok |
| ForceInjection/cuda-code-skill Converts the official documentation for NVIDIA PTX ISA 9.1, CUDA 13.1 (Runtime/Driver), Ma | 25 | Claude Code | 1 | 3,509 tok |
| ifnull/ha-airspace A Home Assistant add-on / Docker service that turns your local aircraft and drone receiver | 25 | Claude Code | 1 | 3,102 tok |
| OpenMANET/OpenVLM Open Voice Link Module for OpenMANET | 25 | Claude Code | 4 | 2,703 tok |
| cj-vana/discord-setup-mcp MCP server for automating Discord server setup on macOS using AppleScript/JXA | 25 | Claude Code | 1 | 2,699 tok |
| fosres/SecEng-Exercises dev.to A repository of Security Engineering exercises: these exercises are designed to prepare yo | 25 | Claude Code | 1 | 1,015 tok |
| OpenMasjid-Solutions/OpenMasjidOS openmasjidsolutions.org Free, open-source operating layer for masjids. Self-hosted, one-line install, beautiful ap | 25 | Claude Code | 2 | 32,460 tok |
| pencilpark/BlenderToRive3D pencil-park.com Files to facilitate import of vertices and faces into Rive | 25 | Claude Code | 1 | 12,577 tok |
| spencermarx/orc A lightweight orchestration framework that piggybacks your local Agentic CLI setup. Intent | 25 | Claude Code, Codex, OpenCode | 29 | 4,187 tok |
| nicknisi/fleet A terminal dashboard for managing multiple AI agent sessions in tmux | 25 | Claude Code | 1 | 183 tok |
| dmelo/claude-code-stats | 25 | Claude Code | 1 | 1,669 tok |
| jayvee/aigon aigon.build Aigon is a local, open-source, spec-first software-delivery orchestrator for coding agents | 25 | Claude Code, Codex, Gemini CLI, OpenCode | 6 | 3,886 tok |
| cosmincraciun97/stonewright-wp-mcp Guarded, recoverable WordPress MCP automation for Elementor, Gutenberg, WooCommerce, conte | 25 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 4,561 tok |
| Lling0000/SiftMarks Local-first AI bookmark manager with semantic search, cleanup review, Chrome sync-back, an | 25 | Claude Code, Codex, OpenCode | 2 | 2,810 tok |
| allcolor/PawFlow-Agents pawflow.allcolor.org PawFlow (Platform for Agentic Workflows) Self-hosted agent runtime for real infrastructure | 25 | Claude Code, Codex, OpenCode | 2 | 970 tok |
| managedcode/dotPilot dotpilot.managed-code.com Local-first desktop control plane for AI agents: embedded Orleans host inside the Uno app, | 25 | Claude Code, Codex, OpenCode | 66 | 9,540 tok |
| enudler/nudlers nudlers.com Smart personal finance tracker for Israeli banks & cards. Features AI categorization, recu | 25 | Claude Code | 1 | 2,785 tok |
| upstash/skills Collection of skills for Upstash | 25 | Claude Code, Codex, OpenCode | 1 | 1,885 tok |
| Brad-Edwards/aptl SOC-in-a-Box for AI purple teaming | 25 | Claude Code, Codex, GitHub Copilot, OpenCode | 9 | 1,469 tok |
| jaimevalasek/aioson AI operating framework for hyper-personalized software. | 25 | Claude Code, Codex, Gemini CLI, OpenCode | 64 | 1,802 tok |
| knaisoma/data-olympus Governance-grade, OKF-compatible knowledge-base format with a single-writer MCP server and | 25 | Claude Code, Codex, GitHub Copilot, OpenCode | 3 | 1,724 tok |
| Dangooy/trade-pipeline-skill AI-powered foreign trade document automation (Skill edition): automatically generate quota | 25 | Claude Code | 3 | 942 tok |
| denysosadchyi/ux-auditor Repeatable UX-audit toolkit: bilingual playbook, Claude Code skills, Playwright-driven cap | 25 | Claude Code | 1 | 852 tok |
| amit-nayar/android-adb-skill AI coding agent skills for Android device automation via ADB — screenshots, UI inspection, | 25 | Claude Code, Codex, GitHub Copilot, OpenCode | 3 | 560 tok |
| Qson8/wechat-writing-skill The open agent skills tool | 25 | Claude Code | 1 | 1,492 tok |
| Lex669/LumericalFDTD-skill A skill for automating Lumerical FDTD simulations | 25 | Claude Code | 1 | 1,656 tok |
| pubky/pubky-app pubky.app | 25 | Claude Code, Codex, Cursor, OpenCode | 5 | 1,763 tok |
| cooperbench/CooperBench cooperbench-reports.pages.dev A benchmark for evaluating how well AI coding agents can cooperate on software engineering | 25 | Claude Code | 1 | 178 tok |
| jeremyrayner/kb-template portable template for quick start with https://gist.github.com/karpathy/442a6bf555914893e9 | 25 | Claude Code | 1 | 1,390 tok |
| TheSmokeDev/taskchad-os Identity-first cognitive agent OS with memory, multi-channel ingress, Operating Room orche | 25 | Claude Code, Codex | 62 | — |
| alexgilev/agentic-ui A production-ready Figma design system for building scalable agentic experiences. | 25 | Claude Code | 1 | 3,186 tok |
| 2389-research/dippin-lang dippin.org Dippin: a DSL for authoring AI pipeline workflows | 25 | Claude Code, Codex, OpenCode | 2 | 2,940 tok |