large language models instructions

33 tagged large language models, measured the same way as everything else here.

Browse within: gpt 6llms 5

LightRAG AGENTS.md

01

HKUDS/LightRAG

Instructions file CodexOpenCode

AGENTS.md instructions for HKUDS/LightRAG, covering repository guidelines, project overview, project structure, module layout (lightrag/) and core architecture.

39k +30 changed today A 8,532 tokens original MIT

LightRAG CLAUDE.md

02

HKUDS/LightRAG

Instructions file

Claude Code instructions for HKUDS/LightRAG, a project described as:

39k +30 today A 5 tokens copy · 100% MIT

DeepTutor AGENTS.md

03

HKUDS/DeepTutor

Instructions file CodexOpenCode

Instructions for HKUDS/DeepTutor, covering deeptutor — agent-native architecture, architecture, level 1 — tools, level 2 — capabilities and cli usage.

38k yesterday A 1,547 tokens original Apache-2.0

langfuse AGENTS.md

04

langfuse/langfuse

Instructions file CodexOpenCode

AGENTS.md instructions for langfuse/langfuse, a project described as: 🪢 Open source AI engineering platform: LLM evals, observability, metrics, prompt management, playground, datasets. Integrates with OpenTelemetry, LangChain, OpenAI SDK, LiteLLM, and more. 🍊YC W23.

34k yesterday A 6 tokens

langfuse CLAUDE.md

05

langfuse/langfuse

Instructions file

Claude Code instructions for langfuse/langfuse, a project described as: 🪢 Open source AI engineering platform: LLM evals, observability, metrics, prompt management, playground, datasets. Integrates with OpenTelemetry, LangChain, OpenAI SDK, LiteLLM, and more. 🍊YC W23.

34k yesterday A 3 tokens

agentscope-ai/agentscope

Instructions file GitHub Copilot

Copilot instructions for agentscope-ai/agentscope, covering agentscope code review guide, 1. code quality, 2. [must] code security, 3. [must] testing & dependencies and 4. code standards.

30k +108 today A 741 tokens original Apache-2.0

haystack AGENTS.md

07

deepset-ai/haystack

Instructions file CodexOpenCode

Instructions for deepset-ai/haystack, covering haystack guidelines for ai agents, environment, run scripts with test dependencies, open a shell with test dependencies and install temporary dependencies (for experiments only).

26k 2d ago A 412 tokens original Apache-2.0

haystack CLAUDE.md

08

deepset-ai/haystack

Instructions file

Instructions for deepset-ai/haystack: Before you start working on this repository, read the AGENTS.md file and follow all the instructions.

26k 2d ago A 26 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.

15k 1mo ago A 780 tokens original MIT

Eigenwise/atomic-agents

Instructions file CodexOpenCode

Instructions for Eigenwise/atomic-agents, covering atomic agents monorepo, what is this repository?, core philosophy, monorepo structure and package details.

6.2k 7d ago B 3,278 tokens original MIT

helicone AGENTS.md

11

Helicone/helicone

Instructions file CodexOpenCode

Instructions for Helicone/helicone, covering repository guidelines, project structure & module organization, build, test, and development commands, coding style & naming conventions and testing guidelines.

6.1k 6d ago A 791 tokens original Apache-2.0

helicone CLAUDE.md

12

Helicone/helicone

Instructions file

Instructions for Helicone/helicone, covering claude.md, project overview, core architecture, services and data flow.

6.1k 6d ago A 4,478 tokens original Apache-2.0

xllm AGENTS.md

13

xLLM-AI/xllm

Instructions file CodexOpenCode

AGENTS.md instructions for xLLM-AI/xllm, covering xllm coding agent instructions, directory structure, code style guide and review instructions.

1.5k today A 763 tokens original Apache-2.0

xllm CLAUDE.md

14

xLLM-AI/xllm

Instructions file

Claude Code instructions for xLLM-AI/xllm, a project described as: A high-performance inference engine for LLM, VLM, DiT and REC models, optimized for diverse AI accelerators. It is hosted in OpenAtom Foundation.

1.5k today A 3 tokens copy · 100% Apache-2.0

vndee/llm-sandbox

Instructions file GitHub Copilot

Instructions for vndee/llm-sandbox, covering github copilot instructions for llm sandbox, project overview, code style and formatting, python code standards and code organization.

1.1k 8d ago A 2,205 tokens original MIT

vndee/llm-sandbox

Instructions file

Instructions for vndee/llm-sandbox, covering llm sandbox - ai assistant guide, project overview, core architecture, key components and project structure.

1.1k 8d ago A 2,639 tokens original MIT

CORAL AGENTS.md

17

Human-Agent-Society/CORAL

Instructions file CodexOpenCode

Instructions for Human-Agent-Society/CORAL, covering agents.md — ai-assisted contributions to coral, 1. human accountability, 2. scope discipline, 3. duplicate-work checks and 4. keep agent guidance synchronized.

935 yesterday A 1,602 tokens original Apache-2.0

CORAL CLAUDE.md

18

Human-Agent-Society/CORAL

Instructions file

Instructions for Human-Agent-Society/CORAL, covering coral, project overview, directory structure, how it works and tech stack.

935 yesterday A 4,578 tokens original Apache-2.0

nexus AGENTS.md

19

Nexus-Router/nexus

Instructions file CodexOpenCode

AGENTS.md instructions for Nexus-Router/nexus, a project described as: Govern & Secure your AI.

435 5mo ago A 4 tokens copy · 100% MPL-2.0

nexus CLAUDE.md

20

Nexus-Router/nexus

Instructions file

Claude Code instructions for Nexus-Router/nexus, covering llm code editing guidelines for nexus, commit messages, domain context, key technologies and rust coding guidelines.

435 5mo ago A 5,592 tokens original MPL-2.0

redis/redis-vl-python

Instructions file

Instructions for redis/redis-vl-python, covering claude.md - redisvl project context, frequently used commands, development workflow, redis setup and documentation.

424 4d ago A 1,033 tokens original MIT

MoleCode AGENTS.md

22

AtomFlow-AI/MoleCode

Instructions file CodexOpenCode

Instructions for AtomFlow-AI/MoleCode, covering agents.md — molecode, what this repo is, use the molecode skill, molecode-first rule and cli quick start.

297 2mo ago A 847 tokens original MIT

langfuse/langfuse-docs

Instructions file CodexOpenCode

Instructions for langfuse/langfuse-docs, a project described as: 🪢 Langfuse documentation -- Langfuse is the open source LLM Engineering Platform. Observability, evals, prompt management, playground and metrics to debug and improve LLM apps.

237 yesterday A 6 tokens copy · 100% MIT

langfuse/langfuse-docs

Instructions file

Instructions for langfuse/langfuse-docs, a project described as: 🪢 Langfuse documentation -- Langfuse is the open source LLM Engineering Platform. Observability, evals, prompt management, playground and metrics to debug and improve LLM apps.

237 yesterday A 3 tokens copy · 100% MIT