Data and AI instructions files

benbjurstrom/ezrag

Instructions file CodexOpenCode

Instructions for benbjurstrom/ezrag, covering quick start for developers, what is ezrag?, how it works, the runner pattern (critical concept) and key architectural concepts.

jahands/prompts

Instructions file

Instructions for jahands/prompts, a project described as: My AI prompts.

CheswickDEV/claude-opus-4.6-prompt-optimizer

Instructions file

Instructions for CheswickDEV/claude-opus-4.6-prompt-optimizer, covering identity & role, your mission, knowledge base: claude opus 4.6 model properties, optimization rules and rule 1: be explicit and detailed.

lizhiyao/oh-my-knowledge

Instructions file CodexOpenCode

An agent instruction file defines how an AI should enter, modify, measure, and release work in a knowledge-management project. It covers prompts, retrieval-augmented generation (RAG), workflows, testing, and release rules.

Neeeophytee/ai-cost-cutter-skills

Instructions file CodexOpenCode

AGENTS.md instructions for Neeeophytee/ai-cost-cutter-skills, covering cost-cutter guidelines, visibility before optimization, routing, tokens and choosing and keeping models.

ssdeanx/secure-rag-multi-agent

Instructions file GitHub Copilot

Instructions for GitHub Copilot when contributing to this codebase.

TakaGoto/rag-learning-academy

Instructions file

Instructions for TakaGoto/rag-learning-academy, covering rag learning academy — multi-agent learning architecture, philosophy, voice & tone, collaboration framework and agent suggestions.

cq27-dev/rag-rat

Instructions file CodexOpenCode

Instructions for cq27-dev/rag-rat, covering agents.md, prefer the rag-rat mcp for code browsing, record durable learnings as rag-rat memories, repo orientation and worktree correctness.

abhichandra21/Promptheus

Instructions file

Instructions for abhichandra21/Promptheus, covering claude.md, development commands, installation and setup, install in development mode and or use the traditional setup.py approach.

mayflower/contextmine

Instructions file

Claude Code instructions for mayflower/contextmine, covering claude.md, build & development commands, install all python dependencies (run from repo root), quality checks (run from repo root) and run a single test.

prassanna-ravishankar/clearml-mcp

Instructions file

Instructions for prassanna-ravishankar/clearml-mcp, covering clearml mcp server, project overview, available tools, task operations and model operations.

BauplanLabs/bauplan-skills

Instructions file

Claude Code instructions for BauplanLabs/bauplan-skills, covering bauplan, git workflow (code repo), bauplan workflow (data lakehouse), hard safety rules (always) and cli vs python sdk — when to use which.

intel/gpu-ai-skills

Instructions file ✓ vendor

Claude Code instructions for intel/gpu-ai-skills, covering claude.md, what this repository is, repository structure, commands and validation (required before any skill change).

tanker327/prompts-mcp-server

Instructions file

Instructions for tanker327/prompts-mcp-server, covering claude.md, development commands, architecture overview, core components and module dependencies.

bluewings1211/codebase-RAG

Instructions file

Instructions for bluewings1211/codebase-RAG, covering claude.md, development commands, setup and installation, run mcp server and manual indexing.

proofsh/obsidian-notes-rag

Instructions file

Instructions for proofsh/obsidian-notes-rag, covering claude.md, project overview, commands, install dependencies and run tests.

tanaikech/FileSearchStore-extension

Instructions file Gemini CLI

Instructions for tanaikech/FileSearchStore-extension: You are an expert in managing File Search Stores for Gemini API using all tools of the MCP server "file-search-store-extension".

synpulse8-opensource/pulse8-ai-cortex-knowledge-vault

Instructions file CodexOpenCode

Instructions for synpulse8-opensource/pulse8-ai-cortex-knowledge-vault, covering agents.md — pulse8.ai cortex, repository map, environment variables, essential commands and dependencies.

iloveitaly/llm-ide-rules

Instructions file CodexOpenCode

AGENTS.md instructions for iloveitaly/llm-ide-rules, covering code comments, important workflow rules, alembic migrations, default content for new non-nullable columns and 1. add the column as nullable (no default needed).

damoqiongqiu/mcp-local-rag

Instructions file CodexOpenCode

Project instructions for mcp-local-rag, a private local search server and command-line tool that finds information in code and documents by meaning and keywords.

oubakiou/md2idx

Instructions file CodexOpenCode

Instructions for oubakiou/md2idx, a project described as: md2idx — Markdown to indexed JSON. Slice big docs with jq, feed LLMs only what they need.

entropy-data/dataproduct-builder-dbt

Instructions file GitHub Copilot

Copilot instructions for entropy-data/dataproduct-builder-dbt, covering dataproduct-builder-dbt — copilot cli instructions, skills, resolving ${pluginroot}, clis the skills shell out to and conventions when running skills.

smaramwbc/statewave-grounded-shop-assistant

Instructions file CodexOpenCode

Instructions for smaramwbc/statewave-grounded-shop-assistant, covering agents.md — guide for contributors and coding agents, setup, build, test, layout, conventions and pull requests.

ESJavadex/ree-mcp

Instructions file

Instructions for ESJavadex/ree-mcp, covering claude.md, project overview, development commands, environment setup and using uv (recommended).