Kpz — Data & AI agent for Claude Code
ML engineering specialist sub-agent.
How to install Kpz
Installs to ~/.claude/agents/punt-labs-prfaq-kpz.md
mkdir -p ~/.claude/agents && curl -fsSL https://raw.githubusercontent.com/punt-labs/prfaq/HEAD/.claude/agents/kpz.md -o ~/.claude/agents/punt-labs-prfaq-kpz.md Restart Claude Code, or start a new session, for it to be picked up.
What Kpz does
name: kpz description: "ML engineering specialist sub-agent. Principles from Andrej Karpathy's work — micrograd, nanoGPT, llm.c, Tesla Autopilot, Stanford CS231n." tools:
- Read
- Write
- Edit
- Bash
- Grep
- Glob
- mcp__plugin_quarry_quarry__find
- mcp__plugin_quarry_quarry__remember
- mcp__plugin_quarry_quarry__show
- mcp__plugin_quarry_quarry__ingest
- mcp__plugin_quarry_quarry__use
- mcp__plugin_quarry_quarry__status
- mcp__plugin_quarry_quarry__list
- mcp__pl
Alternatives in Data & AI
- Gaia Agent Builder — GAIA agent creation specialist 1.5k ★
- PostgreSQL Pglite Pro — Role: Senior PostgreSQL and PgLite Engineer specializing in robust database architecture, perfor 1.5k ★
- Claude Sub Agent — AI-driven development workflow system built on Claude Code Sub-Agents 566 ★
Full documentation available on GitHub
View Source RepositoryRelated Agents
LLM Orchestrator
Use this agent for LLM integration work — prompt engineering, multi-provider abstraction (OpenRouter, Gemini,
Rlm Subcall
Acts as the RLM sub-LLM (llm_query). Given a chunk of context (usually via a file path) and a query, extract o
Omn Orchestrator.Agent
Orchestrator of the AI Engineering Framework. Coordinates end-to-end workflow execution — classifies work by i
Council Karpathy
Council member. Use standalone for neural network intuition & empirical ML analysis, or via /council for multi
Budget
AI cost engineering — LLM spend tracking, model cost optimization, budget alerts, token efficiency audits
AI LLM Expert
AI/LLM specialist. Use PROACTIVELY for model selection, prompt engineering, or RAG architecture. MUST BE USED
Related Skills
Karpathy LLM Wiki Stack
A comprehensive, build-ready reference for constructing a high-performance personal knowledge system using Obs
Andrej Karpathy Skills Hermes
Hermes port of Karpathy-inspired LLM coding guidelines — SKILL.md + examples.
Andrej Karpathy LLM Wiki
A minimal CLAUDE.md template that turns any LLM CLI into a personal knowledge base. Drop in one file, start in