fltman/loop-engineer

32 stars · Last commit 2026-06-30

Claude Code skill + subagent for setting up guardrailed agentic loops (loop engineering): headless, evaluator-optimizer, meta/prompt-refinement, and fan-out patterns.

README preview

# loop-engineer

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A Claude Code **skill + subagent** for setting up and administering *agentic
loops* — the 2026 "loop engineering" paradigm where the developer's object of
attention shifts **source code → agent → loop**.

> "I don't prompt Claude anymore. I have loops running that prompt Claude… My job
> is to write loops." — Boris Cherny, creator of Claude Code (Anthropic)

The loop primitives now exist in Claude Code (`claude -p`, `/loop`, `/goal`,
Tasks, cloud Routines), but nothing helps you **choose, scaffold, and guard** a
loop. This does. Every loop it produces ships with non-negotiable guardrails so it
can't "loopmaxx" — run forever against a vague objective and burn money.

## What's inside

```
.claude/

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