원클릭으로 Manus에서 모든 스킬 실행

reference-look-calibration

스타23

포크2

업데이트2026년 4월 30일 09:53

Calibrate Blender materials, lighting, camera crop, emission/glow, color management, and aura/HUD styling against supplied original/reference images using measurable color, brightness, saturation, bbox, and mask statistics. Use when a product must match the lighting/look of a source image or when audits say the product is too bright, desaturated, wrong hue, wrong glow, or wrong silhouette extent.

설치

Codex 또는 Claude로 설치 이 Prompt를 복사해 Codex, Claude 또는 다른 어시스턴트에 붙여 넣으면 Skill 페이지를 검토하고 설치를 진행할 수 있습니다.

Manus에서 실행

출처

RobLe3

RobLe3/cc-blender-skill

GitHub 저장소 열기 Creator 저장소 보기

다운로드

Manus에서 실행

Reference Look Calibration

This skill handles the final visual match after geometry and UVs are locked. It must not compensate for wrong shape, wrong UVs, or wrong camera framing.

Inputs

accepted geometry / UV fit reports;
reference/original image(s);
product preview render(s);
optional mask overlays and multiview fit reports.

Metrics

Use scripts/look_fit_report.py to compare:

object/bright-mask IoU and bbox extent;
configured hue-band mask IoU for glow/accent assets;
mean/std HSV and BGR under object mask;
brightness p95 / mean;
saturation mean;
hue drift.

Calibration order

Camera crop / orthographic scale — object extent must match before color tuning.
World/background darkness.
Base material hue/value/saturation.
Emission strength and glow color.
Aura/HUD ring color and thickness.
Color management / exposure / gamma.
Final render overlay and metrics.

Hard rules

Do not tune lighting before geometry/UV fit gates pass.
Do not change accent/glow hue away from the source reference unless the user explicitly asks.
Do not hide mismatched geometry with bloom, fog, or overexposure.
Write look metrics before and after calibration.

Handoff

Consumes validation/multiview_fit_report*.json and product previews. Produces validation/look_fit_report.json, look overlays, and updated material/light/render settings.

이 저장소의 다른 Skills

같은 저장소

animation-quality-gate

RobLe3/cc-blender-skill

Validate Blender animation attempts before accepting them by rendering contact sheets, checking silhouette stability, flicker, framing, subject dominance, layer separation, export compatibility, and motion-design coherence. Use after animation renders or when the user says motion/morph/outside elements look bad.

2026-05-0123

atlas-uv-fitting

RobLe3/cc-blender-skill

Detect texture-atlas regions and map each source part to its own UV rectangle or projected UV surface. Use when a texture pack must fit a Blender model 1:1, when textures look off/stretched, when alpha decals or lightmaps are provided, or before exporting a textured GLB for a brand mascot/logo.

2026-05-0123

blender-skill-harmonizer

RobLe3/cc-blender-skill

Harmonize multiple Blender skills into a coherent pipeline with clear activation precedence, handoff artifacts, dependency gates, and conflict-resolution rules. Use when a Blender task spans several skills, when reference-locked work conflicts with generic production workflow, after adding/updating skills, or when repeated failures indicate skill interference or missing inter/intra-play.

2026-05-0123

blender-uv-texturing

RobLe3/cc-blender-skill

UV unwrap, atlas-map, project textures, use alpha decals, bake maps/lightmaps, and prepare texture-driven Blender assets for glTF/GLB export. Use whenever the user provides texture packs, texture atlases, decals, UV layouts, lightmaps, wants a texture to fit a mesh 1:1, or reports stretched/off textures. Pairs with reference-to-3d for template-accurate reconstruction and blender-materials for PBR values.

2026-05-0123

closed-surface-uv-coverage

RobLe3/cc-blender-skill

Ensure textures and decals cover all visible surfaces of a closed or extruded Blender asset, especially front/back caps and sidewalls, instead of relying on partial projected planes, curves, or linework overlays. Use when back textures do not fill the model, side textures are missing, spin/turntable views expose plain sidewalls, or a model needs separate UV treatment for caps and side surfaces.

2026-05-0123

contour-to-mesh

RobLe3/cc-blender-skill

Build Blender mesh surfaces directly from extracted 2D contours/masks instead of approximate primitives. Use for 1:1 mascot/logo reconstruction, exact leaf/petal silhouettes, filled wireframe shapes, shallow bas-relief forms, or when the model outline must match a front template before adding depth.

2026-05-0123

name	reference-look-calibration
description	Calibrate Blender materials, lighting, camera crop, emission/glow, color management, and aura/HUD styling against supplied original/reference images using measurable color, brightness, saturation, bbox, and mask statistics. Use when a product must match the lighting/look of a source image or when audits say the product is too bright, desaturated, wrong hue, wrong glow, or wrong silhouette extent.
when_to_use	Reference-based look-dev, lighting/material/color calibration, original-image visual matching, glow/aura/HUD matching, HSV/brightness/mask fit reports, final look pass after geometry and UV are locked.
allowed-tools	Read Bash Glob Grep mcp__blender__execute_blender_code mcp__blender__get_scene_info mcp__blender__get_object_info

Reference Look Calibration

This skill handles the final visual match after geometry and UVs are locked. It must not compensate for wrong shape, wrong UVs, or wrong camera framing.

Inputs

accepted geometry / UV fit reports;
reference/original image(s);
product preview render(s);
optional mask overlays and multiview fit reports.

Metrics

Use scripts/look_fit_report.py to compare:

object/bright-mask IoU and bbox extent;
configured hue-band mask IoU for glow/accent assets;
mean/std HSV and BGR under object mask;
brightness p95 / mean;
saturation mean;
hue drift.

Calibration order

Camera crop / orthographic scale — object extent must match before color tuning.
World/background darkness.
Base material hue/value/saturation.
Emission strength and glow color.
Aura/HUD ring color and thickness.
Color management / exposure / gamma.
Final render overlay and metrics.

Hard rules

Do not tune lighting before geometry/UV fit gates pass.
Do not change accent/glow hue away from the source reference unless the user explicitly asks.
Do not hide mismatched geometry with bloom, fog, or overexposure.
Write look metrics before and after calibration.

Handoff

Consumes validation/multiview_fit_report*.json and product previews. Produces validation/look_fit_report.json, look overlays, and updated material/light/render settings.