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Replaced generic image-creation discovery wording with Jingzao-specific triggers: visual_generation_spec, reference-aware prompt compilation, artifact cleanup, style learning, and multi-frame continuity.
Aligned the Codex UI short description with the structured-spec and clean-prompt role.
Renamed the deterministic metadata test so it claims only the observed host length guard; real adoption remains a fresh-task test.
Fresh-task evidence
v1.6.1 baseline: the unnamed structured cleanup request selected other image Skills and missed Jingzao.
v1.6.2 candidate at 38d721e: the identical unnamed request selected jingzao-image-forge first, then optional cleanup/material helpers.
The candidate produced a valid no-reference clean_reset specification; validate_spec, compile_prompt, and prompt_lint passed with prompt_review ready and no generated image.
Independent cold review marked the prior discovery P1 RESOLVED.
Quality boundary
No prompt compiler, cleanup, oil-spot/noise, scene-redraw, reference, template, example, or production behavior changed.
One successful discovery smoke does not prove every natural-language variant.
Verification
219 deterministic tests pass.
Ruff 0.16.3 and Skill structural validation pass.
Python 3.10 GitHub Actions pass on merged main commit 8e036f0.
Release ZIP round-trip matches all 96 tracked files and modes.