AI & Machine Learning
Scenario Refine Loop
Use when a Scenario output must be checked and improved rather than accepted first roll: iterating a generation until it matches the brief, fixing a batch that came back off-brief, retrying failed shots methodically, wiring an automated generate, review, revise loop, or deciding whether to re-prompt, swap references, inpaint, post-process, or change model. Keywords: refine, iterate, critique, review loop, QA, self-correction, verify, acceptance criteria, retry, drift.
- Publisher / source
- scenario-labs/skills (found on skills.sh)
- Upstream record
- scenario-labs/skills
- Version
- Version 3
- Published
- Publication review
- Approved for publication · recorded passed scan 2026-11-03
- Content fingerprint
43c37cc916808c7ad903bba60f9e29eeecab314e30025548d43f25b66365ac8a