22,053 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 |
|---|---|---|---|---|
| PerryLink/dsh-auto-review npmjs.com Second-model AI auto-review for DeepSeek Harness approval requests: a read-only reviewer s | 162 | Codex, OpenCode | 1 | 2,586 tok |
| NVlabs/ASPIRE ASPIRE: Agentic /Skills Discovery for Robotics | 162 | Claude Code, Codex, OpenCode | 2 | 1,405 tok |
| JuliusBrussee/skills | 162 | Claude Code, Codex, OpenCode | 2 | 419 tok |
| gogpu/gg Enterprise-grade 2D graphics library for Go. Pure Go, zero CGO. Part of GoGPU ecosystem. | 162 | Codex, OpenCode | 1 | 806 tok |
| artem-sedykh/mini-humidifier artem-sedykh.github.io Minimalistic humidifier card for Home Assistant Lovelace UI | 161 | Claude Code, Codex, OpenCode | 2 | 12,430 tok |
| safedep/gryph safedep.io Security layer for AI coding agents. Works with Claude Code, Cursor, Windsurf, Gemini CLI, | 161 | Claude Code, Codex, OpenCode | 5 | 1,036 tok |
| AkihikoWatanabe/paper_notes akihikowatanabe.github.io Daily notes on AI papers | 161 | Codex, OpenCode | 1 | 130 tok |
| tctinh/agent-hive | 161 | Claude Code, Codex, GitHub Copilot, OpenCode | 19 | 3,387 tok |
| jongwony/epistemic-protocols Epistemic protocols for Claude Code — structure human-AI interaction quality at every deci | 161 | Claude Code, Codex, OpenCode | 9 | 3,285 tok |
| dcosson/h2 An agent runner, messaging, and orchestration layer. | 161 | Claude Code, Codex, OpenCode | 2 | 610 tok |
| yeet-src/sigwire yeet.cx tail -f for signals. Every signal any process on the box raises — who sent it, who it hit, | 161 | Claude Code, Codex, OpenCode | 2 | 7,313 tok |
| qualcomm-linux/meta-qcom OpenEmbedded/Yocto Project BSP layer for Qualcomm based platforms | 161 | Claude Code, Codex, OpenCode | 2 | 1,859 tok |
| joenandez/spectre Spectre is a battle-tested 6 stage agentic engineering workflow for building complex, prod | 161 | Claude Code, Codex, OpenCode | 8 | 2,124 tok |
| pandazki/pneuma-skills Co-creation infrastructure for humans and code agents — visual environment, skills, contin | 161 | Claude Code, Codex, OpenCode | 17 | 2,228 tok |
| appautomaton/document-SKILLs appautomaton.com Claude Code and Codex SKILLs for PDF, Excel, Word, and PowerPoint manipulation — extractio | 161 | Claude Code, Codex, OpenCode | 2 | 994 tok |
| Anbeeld/AGENTS.md anbeeld.com Global instructions for coding agents: evidence, parallelization, validation, all in one A | 161 | Codex, OpenCode | 1 | 1,964 tok |
| moonlarry/codex-paper-skills Multiple Skills for Codex operating standards and academic paper writing | 161 | Codex, OpenCode | 1 | 2,621 tok |
| Tenney95/AI-Canvas-tauri AI Canvas platform | 161 | Codex, OpenCode | 1 | 10,068 tok |
| tt-a1i/matt-skills-with-to-goal Planning → verifiable goals → fresh-session implementation for AI coding agents. Based on | 161 | Claude Code, Codex, OpenCode | 2 | 993 tok |
| explyt/spring-plugin explyt.ai Spring Explyt — free, open-source (Apache-2.0) Spring & Spring Boot plugin that brings Ult | 160 | Codex, OpenCode | 1 | 1,104 tok |
| CortexLM/cortex Autonomous research network on Bittensor subnet 100, turning reproducible AI research into | 160 | Codex, OpenCode | 1 | 6,148 tok |
| kryptobaseddev/cleo cleo-dev.com Agent-first task orchestration. Persistent memory. Multi-provider coordination. | 160 | Claude Code, Codex, Gemini CLI, OpenCode | 6 | 7,619 tok |
| anton-abyzov/specweave spec-weave.com Spec-first AI development: describe a feature → AI creates spec + plan + tasks, builds aut | 160 | Claude Code, Codex, OpenCode | 2 | 6,525 tok |
| TianGzlab/OmicsClaw tiangzlab.github.io Conversational & memory-enabled AI research partner for multi-omics analysis. CLI + Deskto | 160 | Claude Code, Codex, OpenCode | 2 | 11,598 tok |
| swyxio/skills Agent skills for Claude Code and other AI agents | 160 | Codex, OpenCode | 1 | 67 tok |
| dnotitia/akb AKB — Agent Knowledgebase. Organizational memory for AI agents: vault-scoped docs / tables | 160 | Claude Code, Codex, OpenCode | 6 | 4,135 tok |
| pivoshenko/kasetto kasetto.dev 📼 A declarative AI agent environment manager, written in Rust | 160 | Claude Code, Codex, OpenCode | 2 | 4,154 tok |
| leonardsellem/codex-subagents-mcp Claude-style sub-agents (reviewer, debugger, security) for Codex CLI via a tiny MCP server | 160 | Codex, OpenCode | 1 | 887 tok |
| notactuallytreyanastasio/deciduous Decision graph tooling for AI-assisted development - track every choice, query your reason | 159 | Claude Code, Codex, OpenCode | 19 | 14,449 tok |
| pglayers/pglayers pglayers.github.io PostgreSQL Docker images with the extensions you actually need -- pre-built, composable, n | 159 | Codex, OpenCode | 1 | 9,993 tok |
| VibePod/vibepod-cli vibepod.dev Unified CLI for running AI coding agents in isolated containers. Includes built-in local m | 159 | Claude Code, Codex, OpenCode | 2 | 665 tok |
| pnp/copilot-pro-dev-samples Community contributed samples for the Microsoft 365 Copilot. Contributions welcome. | 159 | Claude Code, Codex, OpenCode | 3 | 1,312 tok |
| DanielSuo117/velocitai Next-generation UI automation harness powered by Python & Playwright. Chat with AI Agents | 158 | Claude Code, Codex, Gemini CLI, OpenCode | 7 | 1,834 tok |
| SAP/open-ux-tools Enable community collaboration to jointly promote and facilitate best in class tooling cap | 158 | Claude Code, Codex, OpenCode | 4 | 7,823 tok |
| Dicklesworthstone/ultimate_mcp_server Comprehensive MCP server exposing dozens of capabilities to AI agents: multi-provider LLM | 158 | Codex, OpenCode | 1 | 843 tok |
| openclaw/clawdinators Declarative infra + NixOS modules for CLAWTINATOR hosts. | 158 | Codex, OpenCode | 1 | 2,033 tok |
| johnpapa/heroes-angular papa-heroes-angular.azurewebsites.net Tour of Heroes app written with Angular | 158 | Codex, GitHub Copilot, OpenCode | 2 | 2,253 tok |
| haseab/retrace retrace.to The Open Source and Free Rewind AI (but better) | 158 | Codex, OpenCode | 1 | 5,567 tok |
| qiniu/go-sdk golang sdk | 158 | Claude Code, Codex, GitHub Copilot, OpenCode | 9 | 3,919 tok |
| vercel-labs/autoship CLI tool to automate changeset-based releases | 158 | Codex, OpenCode | 1 | 225 tok |
| sqmw/desk_tidy_sticky Cross-platform minimal multifunction sticky notes with workspace, focus timer, and break r | 158 | Codex, OpenCode | 1 | 30 tok |
| G4brym/email-explorer A self-hosted, serverless worker for sending and receiving emails on Cloudflare | 158 | Codex, OpenCode | 1 | 1,153 tok |
| gug007/lpm lpm.cx Start, stop, and duplicate dev projects with one click. The best workspace for running Cla | 158 | Claude Code, Codex, OpenCode | 2 | 418 tok |
| cerul-ai/cerul cerul.ai Open-source video processing core and CLI. Search and annotate local videos with your own | 158 | Codex, OpenCode | 1 | 445 tok |
| VirtusLab/orca Deterministic, AI-driven development flows. | 158 | Claude Code, Codex, OpenCode | 2 | 5,470 tok |
| crisnahine/rails-ai-context crisnahine.github.io 45 MCP tools that give AI coding agents ground truth about your Rails app: schema, models, | 158 | Codex, OpenCode | 1 | 134 tok |
| thedaviddias/souls-directory souls.directory 🧠 Directory of SOUL.md personality files for OpenClaw agents | 158 | Claude Code, Codex, OpenCode | 2 | 2,012 tok |
| AmaniDawn/DGame A framework based on the TEngine framework, modified and expanded with practical extension | 158 | Claude Code, Codex, OpenCode | 19 | 4,727 tok |
| panaversity/ksor ksor.panaversity.org KSoR (Knowledge System of Record) is an open-source SDK for building governed, authoritati | 158 | Claude Code, Codex, OpenCode | 8 | 29,017 tok |
| amidabuddha/console-chat-gpt Python CLI for AI Chat with MCP support | 158 | Codex, OpenCode | 1 | 275 tok |