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ksimbackksimbackCommunity·2 Agent Skills Included

looper

Design safe, reviewable AI agent loops before running them

Designs and scaffolds well-structured AI agent loops with clear goals, checkable verification, and cross-model reviewer gates. Prevents vague goals, runaway iterations, and unchecked outputs by enforcing stop conditions, revision caps, and budget limits. Generates a portable loop spec, session handoff prompt, and Python runner so any agent can execute the loop reliably.
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npx skills add ksimback/looper --all -g -y

All Skills in This Repository (2)

Pure Emerald Level Indicators
📦 In Repo
ksimbackksimback

looper

Designs agent loops with explicit goals, verification criteria, and termination conditions for Claude Code users.

Community
Advanced
📦 In Repo
ksimbackksimback

looper

Designs and scaffolds agent loops with verification gates, cross-model reviewers, and termination guards.

Community
Advanced

Frequently Asked Questions

FAQPage Schema
How to install Looper?▼

Run `npx skills add ksimback/looper --all -g -y` in your terminal to install the skill globally for your AI agent.

What does Looper do?▼

Looper interviews you to design a solid agent loop with a clear goal, verification checks, and a reviewer model, then generates all the files needed to run it.

How is Looper different from /goal or /loop?▼

Those commands only run loops; Looper is the design layer in front of them that critiques your goal, adds typed verification, and wires in a second model as judge before anything runs.

Can Looper use non-Claude models as reviewers?▼

Yes. It detects installed model CLIs and lets you assign a different model family as reviewer or judge, with consent and redaction controls for any data leaving your machine.

Do I need coding skills to use Looper?▼

No. You answer a guided interview in plain language, and Looper writes the loop spec, runner script, and execution prompt for you.

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