machine learning instructions

huggingface/huggingface_hub

Instructions file CodexOpenCode

AGENTS.md instructions for huggingface/huggingface_hub, covering agent guide for huggingfacehub, project overview, setup, key commands and code structure.

huggingface/huggingface_hub

Instructions file

Claude Code instructions for huggingface/huggingface_hub, a project described as: The official CLI and Python client for the Hugging Face Hub.

truera/trulens

Instructions file CodexOpenCode

AGENTS.md instructions for truera/trulens, covering agents.md, setup commands, code style, testing instructions and test markers.

spiceai/spiceai

Instructions file GitHub Copilot

Copilot instructions for spiceai/spiceai, covering spice.ai agent instructions, data correctness — absolute top priority, evidence — no claim without a reproduction, build, test, lint (expensive — read first) and git & prs.

spiceai/spiceai

Instructions file CodexOpenCode

AGENTS.md instructions for spiceai/spiceai, a project described as: Add a real-time analytics node to your operational database. Spice is a portable, accelerated SQL query, search, and LLM-inference engine in Rust for data-grounded AI apps and agents.

spiceai/spiceai

Instructions file

Claude Code instructions for spiceai/spiceai, a project described as: Add a real-time analytics node to your operational database. Spice is a portable, accelerated SQL query, search, and LLM-inference engine in Rust for data-grounded AI apps and agents.

plexe-ai/plexe

Instructions file CodexOpenCode

Instructions for plexe-ai/plexe, covering agents.md, architecture, 6-phase workflow (plexe/workflow.py), multi-agent system (plexe/agents/) and tree search (plexe/search/).

plexe-ai/plexe

Instructions file

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

dstackai/dstack

Instructions file CodexOpenCode

Instructions for dstackai/dstack, covering repository guidelines, project structure & module organization, build, test, and development commands, coding style & naming conventions and testing guidelines.

winedarksea/AutoTS

Instructions file CodexOpenCode

Instructions for winedarksea/AutoTS, covering autots agent overview, general code guidelines, small files & single responsibility, hyper-descriptive naming and high-signal comments.

fmind/mlops-python-package

Instructions file CodexOpenCode

AGENTS.md instructions for fmind/mlops-python-package, covering agents.md, project overview, setup & core commands, definition of done and conventions & idioms.

ndif-team/nnsight

Instructions file

Instructions for ndif-team/nnsight, covering nnsight — agent guide, how to use this file, by task, "i want multi-token / autoregressive generation" and "i want to run multiple prompts at once".

retentioneering/retentioneering-tools

Instructions file CodexOpenCode

Instructions for retentioneering/retentioneering-tools, covering agents.md, project background, commands, or: make install # does both and or: make test # full suite only.

retentioneering/retentioneering-tools

Instructions file

Instructions for retentioneering/retentioneering-tools, a project described as: Python toolkit, MCP server, and agent skills for reproducible, auditable clickstream and event log analytics. Helps AI agents, data scientists and analysts build, validate, and cross-check product analytics, quantitative UX, customer…

microsoft/OpenAIWorkshop

Instructions file GitHub Copilot

Instructions for microsoft/OpenAIWorkshop, covering workflow orchestration, 1. plan node default, 2. subagent strategy, 3. self-improvement loop and 4. verification before done.

christopherkarani/Wax

Instructions file CodexOpenCode

Instructions for christopherkarani/Wax, covering wax agent instructions, public repository hygiene, change discipline, navigation and public api.

PINA-org/PINA

Instructions file CodexOpenCode

Instructions for PINA-org/PINA, covering pina — physics-informed neural architectures, quick reference, workflow: problem → model → solver → trainer, problem types and condition types.

PINA-org/PINA

Instructions file

Instructions for PINA-org/PINA, a project described as: Physics-Informed Neural networks for Advanced modeling.

cardmagic/classifier

Instructions file CodexOpenCode

AGENTS.md instructions for cardmagic/classifier, covering agents.md, project overview, common commands, compile native c extension and run all tests (compiles first).

cardmagic/classifier

Instructions file

Claude Code instructions for cardmagic/classifier, a project described as: A general classifier module to allow Bayesian and LSI classifications.

joelhooks/swarm-tools

Instructions file CodexOpenCode

AGENTS.md instructions for joelhooks/swarm-tools, covering monorepo guide: bun + turborepo, critical: plugin wrapper must be self-contained, critical: no bd cli commands, critical: single global database architecture and why single database?.

neonwatty/meme-search

Instructions file

Instructions for neonwatty/meme-search, covering claude.md, 📁 file organization guidelines, 🤖 task agent usage guidelines, when to use task agents and documentation lookup pattern.

warpfront/hipfire

Instructions file CodexOpenCode

AGENTS.md instructions for warpfront/hipfire, covering agents.md — project notice + testing playbook, notice for ai agents working with hipfire, what hipfire is, what this notice asks of you and what this notice does not ask of you.

warpfront/hipfire

Instructions file

Claude Code instructions for warpfront/hipfire, covering hipfire: rust-native inference engine for amd rdna gpus, mission, architecture, pflash status and building, testing & gates.