2,230 tagged LLM, measured the same way as everything else here.
Browse within: model-context-protocol 112knowledge-graph 64knowledge-base 61local-first 61gemini 57openai 52fastapi 51Multi-Agent 44markdown 41agent-memory 40prompt-engineering 40embeddings 38go 36LangChain 35
Instructions file CodexOpenCode
AGENTS.md instructions for strands-agents/harness-sdk, covering agent development guide - strands agents monorepo, context, monorepo layout, where the "why" lives: team/ and writing code.
Instructions file
Claude Code instructions for strands-agents/harness-sdk, a project described as: Build an agent harness and control it end-to-end. Open-source SDK for production AI agents in Python & TypeScript - any model, any cloud.
Instructions file
Claude Code instructions for plastic-labs/honcho, covering claude.md, honcho overview, what is honcho?, core concepts and peer paradigm.
open-multi-agent/open-multi-agent
Instructions file CodexOpenCode
AGENTS.md instructions for open-multi-agent/open-multi-agent, covering agents.md, repository map, commands, working rules and validation by change type.
open-multi-agent/open-multi-agent
Instructions file
Claude Code instructions for open-multi-agent/open-multi-agent, a project described as: TypeScript AI agent orchestration framework with dynamic workflows. Describe the goal, not the graph: a coordinator plans the task DAG at runtime and runs it on any LLM (Claude, ChatGPT, Gemini, DeepSeek, or local models).
Instructions file
Instructions for airweave-ai/airweave, covering claude.md, what is airweave?, architecture, common commands and local development (docker).
Instructions file CodexOpenCode
AGENTS.md instructions for kvcache-ai/Mooncake, covering agents.md, docs/ directory changes and pull request guidelines.
Instructions file
Claude Code instructions for kvcache-ai/Mooncake, a project described as: Mooncake is the serving platform for Kimi, a leading LLM service provided by Moonshot AI.
Instructions file CodexOpenCode
Instructions for Arthur-Ficial/apfel, a project described as: The free AI already on your Mac. CLI tool, OpenAI-compatible server, and interactive chat — all on-device via Apple Intelligence. No API keys, no cloud, no downloads.
Instructions file
Instructions for Arthur-Ficial/apfel, covering apfel - project instructions, the golden goal, core product (this is what apfel is), byproducts (useful, but not the pitch) and readme.md structure rule.
Instructions file
Instructions for PrefectHQ/marvin, covering marvin - ai engineering toolkit, reproductions, architecture & design philosophy, key components and development guidelines.
Instructions file CodexOpenCode
AGENTS.md instructions for ikaijua/Awesome-AITools, covering agents.md for awesome-aitools, repository purpose, key files & directories, architecture and commands.
Instructions file CodexOpenCode ✓ vendor
Chinese-language project instructions for AI-Infra-Guard, a security-scanning platform for AI infrastructure. It combines Go services with Python scanners, security rules, databases, and Docker deployment files.
Instructions file ✓ vendor
Claude Code instructions for Tencent/AI-Infra-Guard, covering claude.md, project overview, build commands, build web server binary and build agent binary.
Instructions file
Claude Code instructions for Osmantic/ODS, covering claude.md, project overview, repository structure, build & development commands and linting and validation.
Instructions file CodexOpenCode
AGENTS.md instructions for areal-project/AReaL, covering agents.md -- areal agent operations guide, quick reference, environment, tests and cli docs.
Instructions file
Claude Code instructions for areal-project/AReaL, covering claude.md - areal, what: project overview, why: purpose, how: core commands and check environment.
Instructions file CodexOpenCode
AGENTS.md instructions for OpenBMB/UltraRAG, covering agents.md, 1) project identity, 2) repository map (what matters most), 3) mental model of the system and 4) two-phase execution lifecycle.
Instructions file
Claude Code instructions for OpenBMB/UltraRAG, a project described as: A Low-Code MCP Framework for Building Complex and Innovative RAG Pipelines.
Instructions file CodexOpenCode
AGENTS.md instructions for lemonade-sdk/lemonade, covering agents.md, project overview, architecture, executables and backend abstraction.
Instructions file
Claude Code instructions for lemonade-sdk/lemonade, a project described as: Lemonade helps users discover and run local AI apps by serving optimized LLMs right from their own GPUs and NPUs. Join our discord: https://discord.gg/5xXzkMu8Zk.
Instructions file GitHub Copilot
Instructions for agentscope-ai/agentscope-java, covering java code standards, security check, performance check, documentation sync check and pr title check.
Instructions file CodexOpenCode
AGENTS.md instructions for maziyarpanahi/openmed, covering repository guidelines, project structure & module organization, build, test, and development commands, linting and formatting and coding style & architecture rules.
Instructions file GitHub Copilot
Copilot instructions for MCP-UI-Org/mcp-ui, covering mcp-ui development instructions, working effectively, bootstrap and build (critical - set 60+ minute timeouts), testing (critical - set 30+ minute timeouts) and code quality (always run before committing).