Data and AI instructions files

VeniVeci/VLM-wiki

Instructions file CodexOpenCode

Instructions for VeniVeci/VLM-wiki, covering vlm wiki agent, core philosophy, architecture, special files and model configuration.

MLXPorts/xLSTM-metal

Instructions file CodexOpenCode

Instructions for MLXPorts/xLSTM-metal, covering agent and developer guide, quick reference, claude guidance (read me first), zero-mock policy (production code) and always reuse before rebuilding.

altudev/wiro-ai-sdk

Instructions file

Instructions for altudev/wiro-ai-sdk, covering claude.md, quick command reference, build & type checking, development and testing.

samwei12/UsefulPrompts

Instructions file

A set of Claude Code instructions for a repository of AI expert-role prompts, including explanations of computer topics and its folder structure.

markdevshop/vector-mcp

Instructions file CodexOpenCode

Instructions for markdevshop/vector-mcp, covering agents.md, tech stack & architecture, architecture diagram, workflow diagram and commands (run these exactly).

HaseebKhalid1507/VelociRAG

Instructions file CodexOpenCode

Instructions for HaseebKhalid1507/VelociRAG, covering agents.md — velocirag for ai coding agents, what is this?, architecture, module map and key classes.

kimsanguine/llm-brain

Instructions file

A set of Claude Code instructions for llm-brain, a system that turns source files into a searchable wiki and answers questions from it.

kitlau86/agent-vision-mcp

Instructions file

Repository instructions for an MCP server that lets a non-visual AI model analyze images through a configured OpenAI-compatible vision service. MCP is a connection format for exposing tools to AI clients.

shaharia-lab/goai

Instructions file

Claude Code instructions for shaharia-lab/goai, covering claude.md, commands, architecture and conventions.

BjornMelin/ai-docs-vector-db-hybrid-scraper

Instructions file CodexOpenCode

Instructions for BjornMelin/ai-docs-vector-db-hybrid-scraper, covering repository guidelines, project structure & module organization, build, test, and development commands, coding style & naming conventions and testing guidelines.

AgentInsight/agentinsight-sdk-python

Instructions file CodexOpenCode

Development instructions for a Python SDK that sends AI-agent tracing data through OpenTelemetry. Tracing records the steps of a program so they can be inspected later.

rcpch/rcpchgrowth-python

Instructions file CodexOpenCode

AGENTS.md instructions for rcpch/rcpchgrowth-python, covering agents.md - guidance for ai/llm development, project overview, who reference migration (completed), development workflow and container-based development.

Vadiml1024/whisper-speech-to-text

Instructions file

Instructions for Vadiml1024/whisper-speech-to-text, covering whisper speech-to-text with speaker diarization, project overview, architecture, core components and technology stack.

jrgleason/embeddings-demystified

Instructions file

Claude Code instructions for jrgleason/embeddings-demystified, covering openspec instructions, vector databases and embeddings demystified, project overview, presentation goals and description.

rahulsethi/SAPDatasphereMCP

Instructions file

Claude Code instructions for rahulsethi/SAPDatasphereMCP, covering claude.md — sap datasphere mcp server, what this is, layout, conventions and commands.

PhAlves23/prompt-engineering-skill

Instructions file Gemini CLI

Instructions for PhAlves23/prompt-engineering-skill, covering prompt engineering — gemini context, prompt engineering, operating principle, workflow and canonical structure (omit sections that don't add value).

click6067-ship-it/fitllm-engine

Instructions file CodexOpenCode

AGENTS.md instructions for click6067-ship-it/fitllm-engine, covering agents.md — how ai agents should use this repo, use it without cloning, use it as a library, rules for agents modifying this repo and measured data welcome.

Detective-XH/DocGraph

Instructions file CodexOpenCode

Instructions for Detective-XH/DocGraph, covering agents.md — docgraph fit guide for llm agents, the fit decision, decisive signals — any one means: use docgraph, supporting signals — useful when several hold together and anti-signals — prefer your own grep/read.

AnthonyAlcaraz/agentic-graph-rag-skills

Instructions file CodexOpenCode

Instructions for AnthonyAlcaraz/agentic-graph-rag-skills, covering agents.md - how an ai should read this repository and for ai agents reading this.

yumeiriowl/repo-graphrag-mcp

Instructions file CodexOpenCode

Instructions for yumeiriowl/repo-graphrag-mcp, covering repo graphrag mcp usage guide, prerequisites, three tools, tool 1: graphcreate and tool 2: graphquery.

funsjanssen/faker-mcp

Instructions file GitHub Copilot

Instructions for funsjanssen/faker-mcp, covering faker-mcp development guidelines, active technologies, project structure, commands and code style.

luccapinto/agentic-data-kit

Instructions file GitHub Copilot

Instructions for luccapinto/agentic-data-kit, covering agentic data kit — operating rules, language, how to work, data engineering principles (always apply) and data debugging quick reference.

BjornMelin/qdrant-neo4j-crawl4ai-mcp

Instructions file

Instructions for BjornMelin/qdrant-neo4j-crawl4ai-mcp, covering claude.md, project overview, key architecture, build system & dependencies and primary tools.

alessio-web-dev/social-cli-mcp

Instructions file

Claude Code instructions for alessio-web-dev/social-cli-mcp, covering v7.0 | flutur-cc | 2026-02-07, grafo, entità centrali, flussi dati and fonti canoniche (ρ→0).