Individual skill

thumbnail-accuracy-scorecard

Use when thumbnail concepts need real-size, accuracy-first scoring without misleading claims. Not for generating thumbnails or declaring winners that fail the accuracy rubric.

.devin/skills/thumbnail-accuracy-scorecard/SKILL.md

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# Thumbnail accuracy scorecard

## Contract

| Field | Bound contract |
|---|---|
| Trigger | Thumbnail concepts need real-size, accuracy-first scoring without misleading claims. |
| Authority | Human-gated: asks for asset approval before rendering approved assets; otherwise reversible local: writes only named local artifacts; rollback is undo. No remote mutation. |
| Side effect | Accuracy-gated thumbnail scorecard with per-dimension scores and an immutable receipt. |
| Done | One accurate winner and two accurate runners-up clear the fixed rubric threshold. |
| Stop | No accurate winner; approval blocked; budget exhausted. Bound: platform, audience, rubric, assets, round cap. |

## Inputs