Otherauroraphtgrp01Free

ak-loop

Cursor wrapper for Agent Kit skill `ak-loop`. Autonomous iterative optimization loop — run N iterations against a mechanical metric, learn from git history, auto-keep/discard changes. Use for improving measurable metrics (coverage, performance, bundle size, etc.) through repeated experimentation.

Repo bundle on Versuzauroraphtgrp01/auroraphtgrp-coding-kit415 indexed entries (SKILL.md and CLAUDE.md) from this repository — open the full bundle view.

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§ 01 — Stats

Prior1090

Quality—

Score—

Tasks—

§ 02 — Install

Get ak-loop.

Free SKILL.md scraped from GitHub. Clone the repo or copy the file directly into your Claude Code skills directory.

One-line install · Claude Code

$npx versuz@latest install auroraphtgrp01-auroraphtgrp-coding-kit-temp-cursor-skills-ak-loop

Or clone the repo

$git clone https://github.com/auroraphtgrp01/auroraphtgrp-coding-kit.git

Or copy the SKILL.md manually

cp auroraphtgrp-coding-kit/SKILL.MD ~/.claude/skills/auroraphtgrp01-auroraphtgrp-coding-kit-temp-cursor-skills-ak-loop/SKILL.md

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§ 05 — Challenge

Think you can beat it?

$npx versuz challenge auroraphtgrp01-auroraphtgrp-coding-kit-temp-cursor-skills-ak-loop↵

Show SKILL.md content (~249 tokens)

---
name: ak-loop
description: "Cursor wrapper for Agent Kit skill `ak-loop`. Autonomous iterative optimization loop — run N iterations against a mechanical metric, learn from git history, auto-keep/discard changes. Use for improving measurable metrics (coverage, performance, bundle size, etc.) through repeated experimentation."
---

# ak-loop

This is a Cursor-native discovery wrapper for an Agent Kit canonical skill.

This wrapper also supports `ak:loop` command-style routing.

## Canonical Skill

- Path: `../../../skills/ak-loop/SKILL.md`

## Instructions

1. Read the canonical skill before planning or acting.
2. Follow the canonical skill's workflow, hard gates, references, scripts, and verification rules.
3. Preserve user arguments and flags as workflow inputs when applicable.
4. Use Cursor-native tools for execution.
5. Report platform limitations explicitly instead of pretending unsupported tools ran.