Individual skill
scenario-asset-analysis
Use when finished Scenario assets have to give something back: a caption for a dataset or alt text, a reusable style description, a verdict against a brief, a canny, depth, pose, or segmentation control map for the next model, or the asset itself found again by text, tags, or visual similarity and filed into a collection. Keywords: caption, describe, analyze, QA, control map, find similar, reverse image search, semantic search, tag, collection.
skills/scenario-asset-analysis/SKILL.md
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# Scenario Asset Analysis
## Overview
Four tools extract captions, style descriptions, analysis, or control maps from existing assets:
three fixed-purpose, one open-ended. With `search` (default toolset) they answer the questions that
come after a batch lands, which is where most of the work actually is: is this on brief, what look
is this, what does this show, what can the next model condition on, where did last week's approved
version go.
None of them are in the default toolset. Get schemas with `scenario_tools_search`, then run each
through the executor matching the returned `permission`: `read` uses `scenario_tool_execute_read`,
`write` uses `scenario_tool_execute_write`. Use that live result for both estimates and runs; do not
infer the lane from an unchanged input asset. Put the tool name in `name` and its inputs under