# E2e Small Skill

> Minimal skill used to exercise the refine loop end-to-end with a real model.

- Skill: `barryroodt/e2e-small-skill` (Agent Skill)
- Install (CLI): `npx skillmds@latest add barryroodt/e2e-small-skill`
- Raw SKILL.md: https://api.skillmd.com/api/skills/barryroodt/e2e-small-skill/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: AI & ML
- Author: barryroodt (https://skillmd.com/u/barryroodt)
- Updated: 2026-09-17
- Page: https://skillmd.com/skills/barryroodt/e2e-small-skill

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# Goal

Demonstrate that the refine loop runs against a real LLM.

# Process

1. Read the SKILL.md and judge it.
2. If improvable, apply one or two changes.
3. Stop when no meaningful improvements remain.

# Anti-patterns

- Don't add features unrelated to the goal.