LLM instructions files

2,188 tagged LLM, measured the same way as everything else here.

Browse within: agent 174model-context-protocol 104knowledge-base 61local-first 59gemini 58knowledge-graph 56openai 53fastapi 51Multi-Agent 43markdown 41prompt-engineering 41go 37agent-memory 36embeddings 36

promptfoo CLAUDE.md

49

promptfoo/promptfoo

Instructions file

Claude Code instructions for promptfoo/promptfoo, a project described as: Test your prompts, agents, and RAGs. Red teaming/pentesting/vulnerability scanning for AI. Compare performance of GPT, Claude, Gemini, DeepSeek, and more. Simple declarative configs with command line and CI/CD integration. Used by OpenAI and…

not rated 25k +57 yesterday A 5 tokens copy · 100% MIT

letta AGENTS.md

50

letta-ai/letta

Instructions file CodexOpenCode

Instructions for letta-ai/letta, covering agents.md, prohibited uses, use the current letta implementation and historical inspection only.

not rated 25k +47 11d ago A 708 tokens original Apache-2.0

skyvern AGENTS.md

51

Skyvern-AI/skyvern

Instructions file CodexOpenCode

AGENTS.md instructions for Skyvern-AI/skyvern, covering skyvern agent guide, project structure for agent navigation, coding conventions for agents, python standards and asynchronous programming.

not rated 23k 4d ago A 598 tokens AGPL-3.0

skyvern CLAUDE.md

52

Skyvern-AI/skyvern

Instructions file

Claude Code instructions for Skyvern-AI/skyvern, covering claude.md, development commands, python backend commands, code quality & testing and frontend commands (in skyvern-frontend/).

not rated 23k 4d ago A 957 tokens AGPL-3.0

MaxKB CLAUDE.md

53

1Panel-dev/MaxKB

Instructions file

Claude Code instructions for 1Panel-dev/MaxKB, covering claude.md, project overview, development commands, database / static and architecture.

not rated 23k 4d ago A 2,021 tokens GPL-3.0

suna AGENTS.md

54

kortix-ai/suna

Instructions file CodexOpenCode

AGENTS.md instructions for kortix-ai/suna, covering kortix project, linear tracking, what "ownership" means, the bar: autonomy, agency, ownership and learnings: incident rules live in the learnings skill.

not rated 20k changed today A 7,221 tokens

suna CLAUDE.md

55

kortix-ai/suna

Instructions file

Claude Code instructions for kortix-ai/suna, a project described as: The open-source AI Management System.

not rated 20k today A 3 tokens

pydantic/pydantic-ai

Instructions file CodexOpenCode

Instructions for pydantic/pydantic-ai, covering your primary responsibility is to the project and its users, gathering context on the task, ensuring the task is ready for implementation, philosophy and requirements of all contributions.

not rated 20k 4d ago A 3,564 tokens original MIT

pydantic/pydantic-ai

Instructions file

Instructions for pydantic/pydantic-ai, a project described as: How Python does AI. Agents, realtime voice, image generation, embeddings. Every model, every interface, typed end to end.

not rated 20k 4d ago A 3 tokens copy · 100% MIT

jcode AGENTS.md

58

1jehuang/jcode

Instructions file CodexOpenCode

Instructions for 1jehuang/jcode, covering repository guidelines, development workflow, install notes and verifying a change at runtime.

not rated 19k 4d ago A 633 tokens original MIT

parlant CLAUDE.md

59

emcie-co/parlant

Instructions file

Instructions for emcie-co/parlant: This is the main repo of Parlant (https://parlant.io).

not rated 18k 1mo ago A 611 tokens original Apache-2.0

openfang AGENTS.md

60

RightNow-AI/openfang

Instructions file CodexOpenCode

AGENTS.md instructions for RightNow-AI/openfang, a project described as: Open-source Agent Operating System.

not rated 18k 2mo ago A 49 tokens original Apache-2.0

openfang CLAUDE.md

61

RightNow-AI/openfang

Instructions file

Claude Code instructions for RightNow-AI/openfang, covering openfang — agent instructions, project overview, build & verify workflow, mandatory: live integration testing and how to run live integration tests.

not rated 18k 2mo ago D 1,399 tokens original Apache-2.0

LangBot AGENTS.md

62

langbot-app/LangBot

Instructions file CodexOpenCode

Instructions for langbot-app/LangBot, covering agents.md, quick facts, essential commands, where to look and cross-repo sdk work.

not rated 18k 4d ago A 1,190 tokens original Apache-2.0

LangBot CLAUDE.md

63

langbot-app/LangBot

Instructions file

Project instructions for LangBot, a platform for building chat bots across services such as Discord, Slack, Telegram, WeChat, and others.

not rated 18k 4d ago A 3 tokens copy · 100% Apache-2.0

googleapis/mcp-toolbox

Instructions file CodexOpenCode ✓ vendor

AGENTS.md instructions for googleapis/mcp-toolbox, a project described as: MCP Toolbox for Databases is an open source MCP server for databases.

not rated 16k +14 yesterday A 4 tokens original Apache-2.0

googleapis/mcp-toolbox

Instructions file ✓ vendor

Claude Code instructions for googleapis/mcp-toolbox, a project described as: MCP Toolbox for Databases is an open source MCP server for databases.

not rated 16k +14 yesterday A 4 tokens copy · 100% Apache-2.0

googleapis/mcp-toolbox

Instructions file Gemini CLI ✓ vendor

Gemini CLI instructions for googleapis/mcp-toolbox, covering mcp toolbox context & style guide, project overview, tech stack, key directories and development workflow.

not rated 16k +14 yesterday A 3,611 tokens original Apache-2.0

GreyDGL/PentestGPT

Instructions file

Instructions for GreyDGL/PentestGPT, covering claude guide, active project map, runtime contract, commands and documentation map.

not rated 15k +36 1mo ago A 780 tokens original MIT

fathah/hermes-desktop

Instructions file CodexOpenCode

AGENTS.md instructions for fathah/hermes-desktop, covering before starting work, post-task checklist (required — do not skip), what is lat.md?, commands and syntax primer.

not rated 14k +21 today A 1,250 tokens original MIT

fathah/hermes-desktop

Instructions file

Claude Code instructions for fathah/hermes-desktop, covering before starting work, post-task checklist (required — do not skip), what is lat.md?, commands and syntax primer.

not rated 14k +21 today A 1,250 tokens copy · 100% MIT

Arindam200/awesome-ai-apps

Instructions file CodexOpenCode

Instructions for Arindam200/awesome-ai-apps, covering agents.md, repository overview, project categories, common development commands and running individual projects.

not rated 14k +10 4d ago A 1,686 tokens original MIT

Arindam200/awesome-ai-apps

Instructions file

Instructions for Arindam200/awesome-ai-apps, covering claude.md, repository overview, project categories, common development commands and running individual projects.

not rated 14k +10 4d ago A 1,687 tokens copy · 98% MIT