LLM instructions files

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

PPTAgent AGENTS.md

121

icip-cas/PPTAgent

Instructions file CodexOpenCode

AGENTS.md instructions for icip-cas/PPTAgent, covering project and user background, purpose, ground truth, core philosophy and 1. good taste first.

not rated 5.0k +5 3d ago A 1,429 tokens original MIT

PPTAgent CLAUDE.md

122

icip-cas/PPTAgent

Instructions file

Claude Code instructions for icip-cas/PPTAgent, a project described as: An Agentic Framework for Reflective PowerPoint Generation.

not rated 5.0k +5 3d ago A 3 tokens copy · 100% MIT

ag2 AGENTS.md

123

ag2ai/ag2

Instructions file CodexOpenCode

AGENTS.md instructions for ag2ai/ag2, covering ag2 development guidelines, ai-assisted contribution policy, architecture decision records (adr), code style guidelines and package structure.

not rated 4.9k +2 today A 3,671 tokens original Apache-2.0

aci CLAUDE.md

124

aipotheosis-labs/aci

Instructions file

Instructions for aipotheosis-labs/aci, covering claude.md, project overview, repository structure, essential development commands and backend commands.

not rated 4.9k +1 3mo ago A 1,270 tokens original Apache-2.0

ha-mcp AGENTS.md

125

homeassistant-ai/ha-mcp

Instructions file CodexOpenCode

AGENTS.md instructions for homeassistant-ai/ha-mcp, covering agents.md, instruction structure, repository structure, worktree workflow and project overview.

not rated 4.6k +29 changed 2d ago A 2,867 tokens original MIT

ha-mcp CLAUDE.md

126

homeassistant-ai/ha-mcp

Instructions file

Claude Code instructions for homeassistant-ai/ha-mcp, a project described as: The Unofficial and Awesome Home Assistant MCP Server.

not rated 4.6k +29 today A 3 tokens copy · 100% MIT

agentos AGENTS.md

127

rivet-dev/agentos

Instructions file CodexOpenCode

AGENTS.md instructions for rivet-dev/agentos, a project described as: Give agents an operating system as a library. Runs in your existing backend – no sandboxes, VMs, or SaaS. Powered by WebAssembly & V8 isolates.

not rated 4.5k +9 yesterday A 4 tokens copy · 100% Apache-2.0

agentos CLAUDE.md

128

rivet-dev/agentos

Instructions file

Claude Code instructions for rivet-dev/agentos, covering agentos, boundaries, security model, sqlite schema ownership and runtime and registry.

not rated 4.5k +9 changed 2d ago A 4,057 tokens original Apache-2.0

gptme AGENTS.md

129

gptme/gptme

Instructions file CodexOpenCode

AGENTS.md instructions for gptme/gptme, covering agent instructions for gptme, git workflow, code style, testing and project structure.

not rated 4.4k +1 2d ago A 933 tokens original MIT

OpenKB AGENTS.md

130

VectifyAI/OpenKB

Instructions file CodexOpenCode

AGENTS.md instructions for VectifyAI/OpenKB, covering agents.md — openkb map for coding agents, read next, dev commands, module map (openkb/) and hard invariants.

not rated 4.4k +217 1mo ago A 681 tokens original Apache-2.0

OpenKB CLAUDE.md

131

VectifyAI/OpenKB

Instructions file

Claude Code instructions for VectifyAI/OpenKB, a project described as: OpenKB: Open LLM Knowledge Base.

not rated 4.4k +217 1mo ago A 5 tokens copy · 100% Apache-2.0

ruby_llm AGENTS.md

132

crmne/ruby_llm

Instructions file CodexOpenCode

AGENTS.md instructions for crmne/ruby_llm, covering agents.md, what this is, ground rules, setup and commands.

not rated 4.3k +7 changed 2d ago A 1,451 tokens original MIT

ruby_llm CLAUDE.md

133

crmne/ruby_llm

Instructions file

Claude Code instructions for crmne/ruby_llm, a project described as: One delightful Ruby framework for every major AI provider. Build AI agents, chatbots, RAG apps, and multimodal workflows in beautiful, expressive code.

not rated 4.3k +7 3d ago A 5 tokens copy · 100% MIT

jihe520/MathModelAgent

Instructions file

A set of Claude Code instructions for the MathModelAgent project. It covers the project overview, configuration files, commands, backend, and dependency installation.

not rated 4.0k +82 8d ago A 1,377 tokens

conorbronsdon/avoid-ai-writing

Instructions file

Instructions for conorbronsdon/avoid-ai-writing, covering claude.md, what this is, repository structure, how to make changes and architecture of the skill.

not rated 3.9k +120 5d ago A 812 tokens original MIT

ClaraVerse CLAUDE.md

136

claraverse-space/ClaraVerse

Instructions file

Claude Code instructions for claraverse-space/ClaraVerse, covering claude.md, project overview, development commands, development and building.

not rated 3.9k 1mo ago A 1,106 tokens

basicmachines-co/basic-memory

Instructions file CodexOpenCode

AGENTS.md instructions for basicmachines-co/basic-memory, covering agents.md - basic memory project guide, project overview, codebase development, project information and build and test commands.

not rated 3.8k +30 yesterday A 7,650 tokens AGPL-3.0

basicmachines-co/basic-memory

Instructions file

Claude Code instructions for basicmachines-co/basic-memory, a project described as: AI conversations that actually remember. Never re-explain your project to your AI again. Join our Discord: https://discord.gg/tyvKNccgqN.

not rated 3.8k +30 yesterday A 3 tokens AGPL-3.0

yvgude/lean-ctx

Instructions file GitHub Copilot

Copilot instructions for yvgude/lean-ctx, a project described as: Control what your AI can see. LeanCTX (Lean Context) is the context intelligence layer for AI agents — one local Rust binary that decides what they read, remembers what they learn, guards what they touch, and proves what they save. 60–90% fewer tokens…

not rated 3.7k +15 2d ago A 253 tokens original Apache-2.0

lean-ctx AGENTS.md

140

yvgude/lean-ctx

Instructions file CodexOpenCode

AGENTS.md instructions for yvgude/lean-ctx, covering context engineering layer, mandatory multi-agent delivery, integration mode: replace, subagent compatibility (cursor / claude code) and cli commands (optimized shell, lower overhead).

not rated 3.7k +15 2d ago A 2,223 tokens original Apache-2.0

Rapid-MLX AGENTS.md

141

raullenchai/Rapid-MLX

Instructions file CodexOpenCode

AGENTS.md instructions for raullenchai/Rapid-MLX, covering rapid-mlx engineering team, team, working model, required task lifecycle and durable knowledge.

not rated 3.6k +45 2d ago A 782 tokens

langwatch CLAUDE.md

142

langwatch/langwatch

Instructions file

Claude Code instructions for langwatch/langwatch, covering langwatch, before you implement anything, development environment, running with no container runtime and local dev by hostname — thuishaven / portless (recommended).

not rated 3.5k +5 2d ago B 10,001 tokens original Apache-2.0

SamurAIGPT/llm-wiki-agent

Instructions file CodexOpenCode

AGENTS.md instructions for SamurAIGPT/llm-wiki-agent, covering llm wiki agent — schema & workflow instructions, how to use, directory layout, page format and ingest workflow.

not rated 3.5k +5 4d ago A 2,349 tokens original MIT

SamurAIGPT/llm-wiki-agent

Instructions file

Claude Code instructions for SamurAIGPT/llm-wiki-agent, covering llm wiki agent — schema & workflow instructions, slash commands (claude code), directory layout, page format and ingest workflow.

not rated 3.5k +5 4d ago A 2,038 tokens original MIT