jpavley

ML Impl — AI skill for Claude Code

AI community

Full implementation loop - plan, write, and review code (Meta-Loop Steps 3.1-3.4).

How to install ML Impl

Installs to ~/.claude/skills/jpavley-meta-loop-ios-ml-impl/SKILL.md

Terminal
mkdir -p ~/.claude/skills/jpavley-meta-loop-ios-ml-impl && curl -fsSL https://raw.githubusercontent.com/jpavley/meta-loop-ios/HEAD/commands/ml-impl.md -o ~/.claude/skills/jpavley-meta-loop-ios-ml-impl/SKILL.md

Restart Claude Code, or start a new session, for it to be picked up.

What ML Impl does


description: Full implementation loop - plan, write, and review code (Meta-Loop Steps 3.1-3.4) argument-hint: spec_path

Meta-Loop: Implementation Loop

Complete the implementation loop: plan the implementation, write code, and review for correctness.

**Modes:** Plan Mode → Agent Mode → Ask Mode

Arguments

  • $ARGUMENTS: Path to the specification to implement
    • Examples: specs/views/my-feature/spec.md

Prerequisites

This skill implements **Steps 3.1-3.4** of the Meta-Loop

Alternatives in AI

  • Llmwiki — Open Source Implementation of Karpathy's LLM Wiki 1.5k ★
  • Paul — Plan-Apply-Unify Loop — Structured AI-assisted development for Claude Code 1.2k ★
  • Ralphex — Extended Ralph loop for autonomous AI-driven plan execution 1.1k ★

Full documentation available on GitHub

View Source Repository