Data and AI instructions files

boettiger-lab/data-workflows

Instructions file GitHub Copilot

Copilot instructions for boettiger-lab/data-workflows, covering start here, repository structure, local environment and available skills.

gquattromani/prompt-best-practices

Instructions file CodexOpenCode

AGENTS.md instructions for gquattromani/prompt-best-practices, covering prompt best practices, when to assess, task tiers, the 7 components and match the runtime.

hypertrial/data-control-center

Instructions file CodexOpenCode

Instructions for hypertrial/data-control-center, covering agents.md, project overview, setup and validation, code style and security requirements.

ms-alan/deepagents-text2sql

Instructions file CodexOpenCode

AGENTS.md instructions for ms-alan/deepagents-text2sql, covering text-to-sql agent instructions, your role, safety rules, planning for complex questions and skills to use.

RamsesCamas/Enterprise_Agentic_AI_Demo

Instructions file Claude Code

Claude Code instructions for RamsesCamas/Enterprise_Agentic_AI_Demo, covering claude.md — inventory agent, 1. qué es este proyecto, 2. estado actual, 3. stack and decisión revisitable: llama3.2:1b como modelo cheap.

dungnotnull/ocean-plastic-satellite-detection-agent-skill

Instructions file Claude Code

Instructions for dungnotnull/ocean-plastic-satellite-detection-agent-skill, covering claude.md — skill 187: ocean-plastic-satellite-detection, skill identity, problem this skill solves, harness flow summary and sub-skills.

wjsutton/pkmn_yellow_legacy_dbt

Instructions file Claude Code

Instructions for wjsutton/pkmn_yellow_legacy_dbt, covering claude.md, project objective, tasks, success criteria and tools & environment.

mpnikhil/lenny-rag-mcp

Instructions file Claude Code

Claude Code instructions for mpnikhil/lenny-rag-mcp, covering claude.md, project overview, commands, install and run and preprocessing (requires claude cli).

lumerix7/ragflow-knowledge-mcp-server

Instructions file Gemini CLI

Instructions for lumerix7/ragflow-knowledge-mcp-server, a project described as: A simple MCP server of knowledge base for RAGFlow.

aws-samples/sample-sagemaker-agentic-model-deployment

Instructions file CodexOpenCode ✓ vendor

AGENTS.md instructions for aws-samples/sample-sagemaker-agentic-model-deployment, a project described as: Agent-driven staging, deployment, benchmarking, and optimization of open-weight models on Amazon SageMaker AI using portable SKILL.md contracts.

mepuka/effect-ontology

Instructions file Claude Code

Instructions for mepuka/effect-ontology, covering claude.md, project overview, commands, development and running tests.

cyanheads/cdc-health-mcp-server

Instructions file Claude Code

Instructions for cyanheads/cdc-health-mcp-server, covering agent protocol, domain, api surface, socrata api endpoints and cdc wonder api.

crude-code/mcp-app

Instructions file Claude Code

Claude Code instructions for crude-code/mcp-app, covering crude code — mcp server & renderer, architecture, mcp server (server/mcpserver.py), mcp app (renderer/) and valuation engine (server/valuation/).

pixelab-ch/higgsfield-skills

Instructions file Claude Code

Instructions for pixelab-ch/higgsfield-skills, covering project, constraints, technology stack, 1. skill.md frontmatter specification and required fields.

sodam-ai/SoDam-Prompt-Eng

Instructions file Claude CodeCodexOpenCode

Repository instructions for SoDam-Prompt-Eng, a collection of Markdown guides that direct an AI agent's behaviour. They describe how these guides are structured and what safety rules they follow.

BayramAnnakov/eval-coach

Instructions file Claude Code

Instructions for BayramAnnakov/eval-coach, covering claude.md, project overview, key concepts, 5-step framework and 50-40-10 rule (swiss cheese model).

dinglebear-ai/axon

Instructions file CodexOpenCode

AGENTS.md instructions for dinglebear-ai/axon, a project described as: Self-hosted RAG stack for crawl, scrape, search, ingest, query, and ask workflows with Qdrant, TEI embeddings, Chrome rendering, MCP/CLI/REST, and Gemini synthesis.

SeidSmatti/promptPrimer

Instructions file CodexOpenCode

Instructions for SeidSmatti/promptPrimer, covering promptprimer — agentic task prompt generator, role, supported harnesses, supported task types and workflow.

floytra-dev/ultra-max-token-burner

Instructions file CodexOpenCode

Instructions for floytra-dev/ultra-max-token-burner: When the user asks to expand, operationalize, professionalize, govern, validate, or make a prompt more manager-visible, use the Ultra Max Token Burner workflow in SKILL.md.

nananaman/DuckDB-RAG-MCP-Sample

Instructions file Claude Code

Instructions for nananaman/DuckDB-RAG-MCP-Sample, covering claude.md, communication guidelines, commands, code style guidelines and project structure.

AMDResearch/ai4science-studio

Instructions file Claude Code

Instructions for AMDResearch/ai4science-studio, covering claude.md, repository purpose, agent entry points (read these first), directory layout and model slug rule.

supavec/mcp-server

Instructions file Claude Code

Instructions for supavec/mcp-server, covering claude.md, project overview, commands, build & development and build the project (compiles typescript to build/ directory).

izaitsevfb/claude-pytorch-treehugger

Instructions file Claude Code

Claude Code instructions for izaitsevfb/claude-pytorch-treehugger, covering pytorch hud api development guide, build/run commands, non-mcp usage (direct api client), initialize api client and get hud data for a specific commit.

isaaccorley/planetary-computer-mcp

Instructions file CodexOpenCode

Instructions for isaaccorley/planetary-computer-mcp, covering agents.md, quick reference, install dependencies, run all tests and run single test.