cyberneticlibrary

Iterate ML research until convergence

autoresearch-loopworkflowsetup L424
AlexWortega/claude-autoresearch-skill
What it does

Execute autoresearch-loop

Best for

Use when you need a structured autoresearch loop workflow.

Inputs
  • · {id, hypothesis, change}
Outputs
  • · Result from autoresearch-loop
Preconditions
  • · Input validation required
Failure modes
  • · Agent task may fail or time out
Trust signals
  • · Published at AlexWortega/claude-autoresearch-skill
  • · Substantial code (>2k chars)