genai instructions

56 tagged genai, measured the same way as everything else here.

Browse within: directml 7dotnet 7npu 7onnx 7phi3 7groq 6

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

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.

20k yesterday 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.

20k yesterday A 3 tokens copy · 100% MIT

easy-vibe AGENTS.md

05

datawhalechina/easy-vibe

Instructions file CodexOpenCode

AGENTS.md instructions for datawhalechina/easy-vibe, covering repository guidelines, project structure & module organization, build, test, and development commands, coding style & naming conventions and testing guidelines.

19k 7d ago A 526 tokens

easy-vibe CLAUDE.md

06

datawhalechina/easy-vibe

Instructions file

Claude Code instructions for datawhalechina/easy-vibe, covering claude.md, project overview, development commands, start local documentation server and build/run commands.

19k 7d ago A 2,912 tokens

iii AGENTS.md

07

iii-hq/iii

Instructions file CodexOpenCode

AGENTS.md instructions for iii-hq/iii, covering agents.md, commands, setup, build and test.

19k yesterday A 1,532 tokens

parlant CLAUDE.md

08

emcie-co/parlant

Instructions file

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

18k 1mo ago A 611 tokens original Apache-2.0

auto-dev AGENTS.md

09

phodal/auto-dev

Instructions file CodexOpenCode

Instructions for phodal/auto-dev, covering core rules, kmp best practices, renderer system, design system and quick commands.

4.5k 27d ago A 623 tokens original MPL-2.0

optillm CLAUDE.md

10

algorithmicsuperintelligence/optillm

Instructions file

Instructions for algorithmicsuperintelligence/optillm, covering claude.md, project overview, core architecture, main components and development commands.

4.3k 1mo ago A 1,227 tokens original Apache-2.0

Agent-Field/agentfield

Instructions file CodexOpenCode

Instructions for Agent-Field/agentfield, covering learned user preferences and learned workspace facts.

2.5k yesterday A 471 tokens original Apache-2.0

Agent-Field/agentfield

Instructions file

Instructions for Agent-Field/agentfield, covering claude.md, project overview, development setup, prerequisites and initial setup.

2.5k yesterday A 3,675 tokens original Apache-2.0

Kochava-Studios/witsy

Instructions file GitHub Copilot

Copilot instructions for Kochava-Studios/witsy, covering witsy ai assistant - developer guide, project overview, architecture & key components, core structure and build system (electron forge + vite).

2.0k 4mo ago A 1,910 tokens AGPL-3.0

witsy AGENTS.md

14

Kochava-Studios/witsy

Instructions file CodexOpenCode

AGENTS.md instructions for Kochava-Studios/witsy, covering witsy ai assistant - developer guide, project overview, architecture & key components, core structure and build system (electron forge + vite).

2.0k 4mo ago A 1,910 tokens AGPL-3.0

witsy CLAUDE.md

15

Kochava-Studios/witsy

Instructions file

Claude Code instructions for Kochava-Studios/witsy, covering witsy ai assistant - developer guide, project overview, architecture & key components, core structure and build system (electron forge + vite).

2.0k 4mo ago A 1,910 tokens AGPL-3.0

pixeltable/pixeltable

Instructions file GitHub Copilot

Instructions for pixeltable/pixeltable, covering expression dsl — most common bug source, type safety, security, code style (don't contradict) and testing.

1.6k 2d ago A 1,090 tokens original Apache-2.0

pixeltable/pixeltable

Instructions file CodexOpenCode

Instructions for pixeltable/pixeltable, covering agents.md, protected configuration, project overview, repository structure and setup commands.

1.6k 2d ago A 2,672 tokens original Apache-2.0

pixeltable/pixeltable

Instructions file

Instructions for pixeltable/pixeltable, covering claude.md, protected configuration, project overview, repository structure and setup commands.

1.6k 2d ago A 2,983 tokens original Apache-2.0

microsoft/ai-dev-gallery

Instructions file GitHub Copilot

Instructions for microsoft/ai-dev-gallery, covering ai dev gallery - github copilot custom instructions, repository overview, pr review focus areas, security and performance.

1.5k 12d ago A 1,211 tokens original MIT

microsoft/ai-dev-gallery

Instructions file GitHub Copilot

Instructions for microsoft/ai-dev-gallery, covering sample implementation instructions, required class structure, language model samples (ichatclient), windows ml and initialization flow.

1.5k 12d ago A 1,034 tokens original MIT

microsoft/ai-dev-gallery

Instructions file GitHub Copilot

Instructions for microsoft/ai-dev-gallery, covering scenario and prompt template instructions, important: source generator embedded files, scenarios.json structure, required scenario fields and optional fields.

1.5k 12d ago A 720 tokens original MIT

Azure-Samples/AI-Gateway

Instructions file CodexOpenCode

Instructions for Azure-Samples/AI-Gateway, covering agents.md, directory structure, labs/, modules/ and shared/.

980 25d ago A 1,322 tokens original MIT

rohitg00/kubectl-mcp-server

Instructions file

Instructions for rohitg00/kubectl-mcp-server, covering kubectl-mcp-server project memory, project overview, current state (as of 2026-02-02), latest release: v1.22.0 and release v1.22.0 changes.

956 4mo ago A 6,698 tokens original MIT

QuantGeekDev/mcp-framework

Instructions file

Instructions for QuantGeekDev/mcp-framework, covering claude.md, project overview, development commands, build and watch and testing.

928 4mo ago A 2,151 tokens original MIT