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Closed Surface Uv Coverage

Community
RobLe3
closed-surface-uv-coverage

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.

Overview

PublisherRobLe3
Repositorycc-blender-skill
Skill nameclosed-surface-uv-coverage
Stars
131
Forks
14
Bundled files
1
LicenseMIT
Links
  • Markdown instructions

    A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.

  • Works with any LLM

    AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.

  • 1 bundled files

    Scripts, templates, and references the model can read while it works. Files are read-only and never executed.

  • Open source

    Published by RobLe3 on GitHub. Read the source before you install it.

Installation

Install the Closed Surface Uv Coverage AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

1

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

  1. Open the app and go to Plugins → Skills.
  2. Choose "Install from GitHub".
  3. Paste the skill folder URL below and confirm.
    https://github.com/RobLe3/cc-blender-skill/tree/main/plugin/skills/closed-surface-uv-coverage
  4. Enable the skill in any chat where you want it available.
Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.
2

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills
git clone --depth 1 https://github.com/RobLe3/cc-blender-skill.git /tmp/cc-blender-skill
mkdir -p .claude/skills
cp -r /tmp/cc-blender-skill/plugin/skills/closed-surface-uv-coverage .claude/skills/closed-surface-uv-coverage
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Closed Surface Uv Coverage in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Closed Surface Uv Coverage on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Closed Surface Uv Coverage is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

  • Loaded only when it is needed

    The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.

  • Switch models mid-chat

    Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

MCP backend

Use when: Full surface texture coverage, sidewall UVs, back cap UVs, closed mesh UV coverage audits, texture fill validation, side/back turntable QA, replacing projected overlays with real surface materials.

Before the first Blender call, read ../text-to-blender/references/mcp-backends.md. Prefer official MCP for shared capabilities; preserve the selected backend for the whole task. Tool names in recipes are client/legacy examples: map them through that reference and its agent-host guide.

Closed Surface UV Coverage

This skill prevents a common false pass: a model looks textured from the front because it has a projected front image or curve overlays, but the closed surface has untextured back caps or plain sidewalls when viewed in a spin/turntable.

Failure modes to catch

  • Back detail is only a floating plane or curve overlay, not a material/UV on the back surface.
  • Sidewalls have procedural color only; no side UV island, generated/object coordinate material, or baked strip.
  • A back projection covers only a center shape and leaves the actual silhouette/back mesh plain.
  • Side/back QA uses front-biased frames and misses edge-on/back-on samples.
  • Decorative HUD/aura is mistaken for surface texture coverage.

Required surface taxonomy

For extruded/logo-like assets, classify visible surfaces before look-dev:

  1. front_cap — canonical front texture/decal.
  2. back_cap — back texture, back linework, or baked/procedural fill mapped to the real back cap.
  3. sidewall — depth surface connecting front/back, with its own UV parameterization or procedural material.
  4. overlay_context — HUD/aura/circles; never counted as model surface coverage.

Workflow

  1. Audit current coverage: list mesh material slots, UV layers, image texture nodes, and face counts for front/back/side material indices.
  2. Reject overlay-only fixes: curves/planes may add rim accents, but they do not satisfy back/side fill unless the mesh surface beneath is also textured/materialized.
  3. Create per-surface UVs:
    • front/back caps: project local X/Z to UV 0–1 or map into a back/front atlas rectangle;
    • sidewall: map perimeter arc length to U and depth/front-back coordinate to V;
    • if a clean side texture is unavailable, use a generated procedural side material plus baked glow/edge strip and document it.
  4. Assign true surface materials: back cap and sidewall mesh faces must have material nodes, active UVs, and/or generated coordinates. Optional curves are accents only.
  5. Validate turntable frames: sample front, 45°, side/edge-on, back-on, opposite 45°, and rest. Back and side frames must show surface fill, not just outlines.

Acceptance gates

  • Back cap mesh faces have either an image/procedural material with a declared UV/generated coordinate policy, not only separate curves.
  • Sidewall mesh faces have a sidewall material with UV/generated coordinates and visible depth treatment.
  • Overlay/context collections are excluded from coverage counts.
  • QA contact sheet includes back and edge-on frames.
  • A surface_coverage_report.json states which surfaces are image-textured, procedural, baked, or intentionally plain.

Handoff

Use after geometry is locked and before final material/look/animation acceptance. It complements blender-uv-texturing and atlas-uv-fitting: those skills explain UV/material setup; this skill enforces complete visible-surface coverage.

Script

  • scripts/surface_texture_coverage_audit.py audits selected mesh objects for UV layers, material image nodes, face material counts, and overlay-only warning patterns.

Bundled files

The model reads these on demand while the skill is loaded. They are exposed as readable files and are never executed.

Frequently asked questions

What does the Closed Surface Uv Coverage AI skill do?

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.

Why use Closed Surface Uv Coverage on TypingMind?

Because you install it once and use it with any model. Closed Surface Uv Coverage is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Closed Surface Uv Coverage in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/RobLe3/cc-blender-skill/tree/main/plugin/skills/closed-surface-uv-coverage. TypingMind reads its SKILL.md and bundles its files and installs it as a skill you can enable per chat.

Which AI models can use Closed Surface Uv Coverage?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Closed Surface Uv Coverage?

As many as you like. As long as a model supports skills, you can use Closed Surface Uv Coverage with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Closed Surface Uv Coverage AI skill free?

Yes. It is published on GitHub by RobLe3 under the MIT license. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

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