image-result-auditor

name	image-result-auditor
description	Audit completed image jobs and export frozen comparison bundles from evidence-backed records. Use when you need approval candidates, retry candidates, comparison summaries, or auto-eval outputs without mutating upstream artifacts.

Image Result Auditor

Overview

Use this skill after worker completion or bundle freeze to turn evidence-backed records into review-ready queues, comparison summaries, and auto-eval outputs. It owns audit and consumer preparation only. It does not mutate files, regenerate upstream arms, or approve items without evidence.

Use This Skill When

• worker records already exist
• a human review queue must be prepared
• rename or metadata conflicts must be detected before commit
• frozen per-image comparison bundles already exist
• a downstream consumer must compare arms or run proxy auto-eval without regenerating ledgers

Required MCPs

• agent-task-manager
• conport

Optional MCPs

• filesystem
• exiftool

Not Owned Here

• worker execution
• file rename or metadata commit
• human approval
• cross-tool speculative repair
• arm regeneration
• context package mutation
• semantic judge implementation
• iterative reinjection, baseline comparison, pending closure → multimodal-evidence-refinement-loop
• review surface layout, machine-truth manifest split → image-text-cot-review

References

• references/runtime.md
• references/troubleshooting.md
• references/review-queue-contract.md
• references/comparison-consumer-runtime.md
• references/frozen-bundle-contract.md
• references/semantic-judge-waiver.md
• checklists/audit-preflight.md
• checklists/four-mode-consumer-readiness.md
• knowledge_bases/image-result-auditor-knowledge-base-at2026-03-28-11-20.md
• knowledge_bases/image-result-auditor-comparison-consumer-knowledge-base-at2026-03-29-00-30.md
• evals/evals.json