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Updated 3mo ago

by fltman

loop-engineer

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

Works with
  • Claude
View on GitHub (opens in a new tab)

37 GitHub stars (37)

+1 in 16 days

Stars gained per day · daily snapshots since Sep 30
Stars gained per day, Sep 30 to Oct 16: +1 in total; the busiest day was Oct 10 with +1 stars.Oct 1: 0 starsOct 2: 0 starsOct 3: 0 starsOct 4: 0 starsOct 5: 0 starsOct 6: 0 starsOct 7: 0 starsOct 8: 0 starsOct 9: 0 starsOct 10: +1 starsOct 11: 0 starsOct 12: 0 starsOct 13: 0 starsOct 14: 0 starsOct 15: 0 starsOct 16: 0 stars
Stars gained between daily snapshots
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  • 1 skill (1 skills found in its SKILL.md files)
  • 5 forks (5 forks)
  • 3mo ago last update (Last updated 3mo ago)

Install

Skills CLI

npx skills add fltman/loop-engineer

Asks which agents to install it for. Add -g to install it for every project.

Claude Code

git clone https://github.com/fltman/loop-engineercp -r "loop-engineer/.claude/skills/loop-engineer" ~/.claude/skills/

Copies the loop-engineer skill into ~/.claude/skills/ for every project (use .claude/skills/ for one project).

Plugin

/plugin marketplace add fltman/loop-engineer

Run inside Claude Code if the repository ships a plugin marketplace, then pick plugins from /plugin.

Skills can run code on your machine — read the SKILL.md first.

What it does

In the author's own words, from each skill's SKILL.md.

  • loop-engineer

    Set up, scaffold, and administer agentic loops in Claude Code — headless while-loops around `claude -p`, evaluator-optimizer (generator/critic) loops, meta / prompt-refinement loops (a loop that refines the prompts another loop runs), and orchestrator fan-out. Every loop ships with non-negotiable guardrails: a verifiable exit condition, a max-iteration cap, and in-code budget enforcement. Use whe…

    .claude/skills/loop-engineer/SKILL.md on GitHub (opens in a new tab)

Review before you install

A skill is a set of instructions and scripts your agent will follow, and it can run code on your machine. Read the SKILL.md and any scripts first — this listing is not a security review.