AI & Machine Learning
Grade Iterate
Grade Iterate automates a bounded grade‑to‑iterate loop for Claude Managed Agents, grading a defined outcome against a rubric and interpreting each verdict to decide whether to sharpen, re‑run, or promote the agent to schedule. The process limits iterations to one to twenty, uses grader results to recommend the next step, and, once a version passes, runs held‑back evaluation cases in parallel up to a 25‑thread ceiling. This skill benefits developers and orchestrators who require systematic, repeatable refinement of agents until they meet specified quality standards.
- Publisher / source
- Claude Skills Collection
- Upstream record
- alirezarezvani/claude-skills
- Version
- Version 3
- Published
- Publication review
- Approved for publication
- Content fingerprint
601c5e8d006179d4f0647019a99f8471164aaa955aab0302857a041400b09890