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loopy - Design and run bounded AI-agent loops

Discovers, compares, audits, repairs, adapts, crafts, runs, debriefs, and prepares repeatable AI-agent loops for publication.

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Updated: 2026-09-28

Capabilities

Typical Inputs

Typical Outputs

What this skill does

  • Discover loop opportunities
  • Find published loops
  • Audit and repair loops
  • Adapt published loops
  • Craft bounded loops
  • Run authorized loops
  • Debrief completed runs
  • Prepare publication drafts

Inputs

  • User goal and outcome
  • Authorized repository scope
  • Coding-thread history
  • Loop prompt or configuration
  • Published loop catalog
  • Run receipts and evidence
  • Publication approval

Outputs

  • Loop recommendations
  • Audited or repaired loops
  • Adapted or crafted loop designs
  • Evidence-backed run receipts
  • Debrief findings
  • Publication drafts

Requirements

  • Authorized access to scoped resources
  • Repository and thread-history tools
  • Live catalog access for published-loop discovery
  • Explicit approval for external submission

Source

  • Spec: SKILL.md

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AI-agent loops
workflow automation
loop design
loop auditing
bounded execution
run debriefing
publication preparation
Discover loop opportunities
Find published loops
Audit and repair loops
Adapt published loops
User goal and outcome
Authorized repository scope
Coding-thread history
Loop recommendations
Audited or repaired loops
Adapted or crafted loop designs