Data and AI instructions files

1,028 tagged Data and AI, measured the same way as everything else here.

Browse within: azure 24claude-code-plugin 23knowledge-base 21openai 21model-context-protocol 20machine-learning 19prompt-engineering 19knowledge-graph 18ai-assistant 16copilot 16github-copilot 16ollama 16embeddings 15gemini 15

jgravelle/jcodemunch-mcp

Instructions file CodexOpenCode

AGENTS.md instructions for jgravelle/jcodemunch-mcp, covering code exploration policy, session-aware routing and model-driven tool tiering.

not rated 2.6k +8 today A 1,312 tokens

plexe CLAUDE.md

74

plexe-ai/plexe

Instructions file

Instructions for plexe-ai/plexe, a project described as: ✨ Build a machine learning model from a prompt.

not rated 2.6k +3 6mo ago A 3 tokens copy · 100% Apache-2.0

Azure/azure-sdk-for-java

Instructions file GitHub Copilot ✓ vendor

Copilot instructions for Azure/azure-sdk-for-java, covering prompt for github copilot, repository purpose, repository overview, prerequisites and azure sdk mcp server: quick start.

not rated 2.6k +1 today A 2,161 tokens original MIT

openalgo CLAUDE.md

76

marketcalls/openalgo

Instructions file

Claude Code instructions for marketcalls/openalgo, covering claude.md, documentation map, skills, security and deployment model and runtime constraints.

not rated 2.6k +14 changed yesterday A 6,591 tokens AGPL-3.0

RAIT-09/obsidian-agent-client

Instructions file CodexOpenCode

AGENTS.md instructions for RAIT-09/obsidian-agent-client, covering agent client plugin - llm developer guide, architecture, data flow, acp event flow (single path) and permission flow.

not rated 2.4k +4 today A 4,581 tokens original Apache-2.0

workflow AGENTS.md

78

vercel/workflow

Instructions file CodexOpenCode ✓ vendor

AGENTS.md instructions for vercel/workflow, covering agent instructions, architecture, core components, workflow execution model and development commands.

not rated 2.4k +2 today A 8,698 tokens original Apache-2.0

levy-street/world-of-claudecraft

Instructions file Gemini CLI

Gemini CLI instructions for levy-street/world-of-claudecraft, covering gemini developer guide: world of claudecraft, model capabilities and optimization and mcp setup.

not rated 2.2k +11 today B 777 tokens original MIT

Infisical/agent-vault

Instructions file

Claude Code instructions for Infisical/agent-vault, covering agent vault (agent-vault), build, run, test, top-level layout, core concepts (mental model) and where to look for details.

not rated 2.2k today A 1,771 tokens

neuron-ai AGENTS.md

81

neuron-core/neuron-ai

Instructions file CodexOpenCode

AGENTS.md instructions for neuron-core/neuron-ai, covering neuron ai - project overview, the mental model: neuron is a composable workflow, development commands, architecture and modules.

not rated 2.1k +10 today A 1,450 tokens original MIT

toolhive AGENTS.md

82

stacklok/toolhive

Instructions file CodexOpenCode

AGENTS.md instructions for stacklok/toolhive, a project described as: ToolHive is an enterprise-grade platform for running and managing Model Context Protocol (MCP) servers.

not rated 2.1k +10 today A 4 tokens copy · 100% Apache-2.0

containers/kubernetes-mcp-server

Instructions file

Claude Code instructions for containers/kubernetes-mcp-server, a project described as: Model Context Protocol (MCP) server for Kubernetes and OpenShift.

not rated 2.1k +9 today A 3 tokens copy · 100% Apache-2.0

xenodium/agent-shell

Instructions file

Claude Code instructions for xenodium/agent-shell, a project described as: A native Emacs buffer to interact with LLM agents powered by ACP.

not rated 1.8k +13 yesterday A 3 tokens GPL-3.0

xenodium/agent-shell

Instructions file Gemini CLI

Gemini CLI instructions for xenodium/agent-shell, a project described as: A native Emacs buffer to interact with LLM agents powered by ACP.

not rated 1.8k +13 yesterday A 3 tokens GPL-3.0

sybil-solutions/local-studio

Instructions file CodexOpenCode

AGENTS.md instructions for sybil-solutions/local-studio: Local Studio is a local-first workstation whose Bun/Hono controller and Next.js/Electron frontend share one controller API for model lifecycle, serving, system state, settings, usage, and agent sessions. Work decisively without asking questions during execution…

not rated 1.8k +2 yesterday A 534 tokens original Apache-2.0

u-claw CLAUDE.md

87

dongsheng123132/u-claw

Instructions file

Claude Code instructions for dongsheng123132/u-claw, covering claude.md, project overview — critical mental model, development commands, portable version — build dev copy and copy to usb drive.

not rated 1.7k +4 changed yesterday C 3,966 tokens original MIT

rakazo AGENTS.md

88

elie222/rakazo

Instructions file CodexOpenCode

AGENTS.md instructions for elie222/rakazo, a project described as: Open-source Grok Bot alternative. Choose your own model and sandbox.

not rated 1.9k +161 changed today A 949 tokens original Apache-2.0

rakazo CLAUDE.md

89

elie222/rakazo

Instructions file

Claude Code instructions for elie222/rakazo, a project described as: Open-source Grok Bot alternative. Choose your own model and sandbox.

not rated 1.9k +161 today A 5 tokens copy · 100% Apache-2.0

sonicjs CLAUDE.md

90

SonicJs-Org/sonicjs

Instructions file

Claude Code instructions for SonicJs-Org/sonicjs, covering sonicjs ai development guidelines, core technology stack, workspace boundary (conductor), architecture direction: document model (authoritative) and the 5 document tables (migration 0002documents.sql).

not rated 1.7k +4 today C 4,697 tokens original MIT

microsoft/edgeai-for-beginners

Instructions file CodexOpenCode ✓ vendor

Instructions for microsoft/edgeai-for-beginners, covering agents.md, project overview, repository structure, prerequisites and required tools.

not rated 1.7k +8 9d ago C 4,929 tokens original MIT

MPS AGENTS.md

92

JetBrains/MPS

Instructions file CodexOpenCode ✓ vendor

AGENTS.md instructions for JetBrains/MPS, covering agents guide for this project, ⚠️ warning: never read raw mps model files, project nature: jvm + mps, choose tools by task and rules for java/kotlin work.

not rated 1.7k +1 today A 2,898 tokens original Apache-2.0

MPS CLAUDE.md

93

JetBrains/MPS

Instructions file ✓ vendor

Claude Code instructions for JetBrains/MPS, covering agents guide for this project, ⚠️ warning: never read raw mps model files, project nature: jvm + mps, choose tools by task and rules for java/kotlin work.

not rated 1.7k +1 today A 2,970 tokens copy · 98% Apache-2.0

synara AGENTS.md

94

Emanuele-web04/synara

Instructions file CodexOpenCode

AGENTS.md instructions for Emanuele-web04/synara, covering agents.md, task completion requirements, project snapshot, core priorities and model selection.

not rated 1.6k +16 today B 2,476 tokens original MIT

synara CLAUDE.md

95

Emanuele-web04/synara

Instructions file

Claude Code instructions for Emanuele-web04/synara, covering agents.md, task completion requirements, project snapshot, core priorities and model selection.

not rated 1.6k +16 changed yesterday B 2,056 tokens original MIT

Lynpoint/CyberVerse

Instructions file CodexOpenCode

AGENTS.md instructions for Lynpoint/CyberVerse, a project described as: Self hosted, real-time digital human agent platform. Build voice-first AI agents with WebRTC, persona memory, tools, RAG, and optional digital-human video.

not rated 1.6k +7 29d ago A 1,159 tokens GPL-3.0

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