Home / max-786 / claude-3d-harness · library/cc/texture-driven-mesh-fitting/SKILL.md · GitHub

texture-driven-mesh-fitting skillA

texture-driven-mesh-fitting is agent-read markdown (skill) from max-786/claude-3d-harness: Reshape source-locked mesh boundaries so the geometry fits texture-atlas or decal contours 1:1 before final UV/material work. Use when textures look off because the model behind them does not match the source texture region, or when the mesh must adapt to the texture instead of stretching the texture onto an approximate mesh..

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What the file says

# Texture-Driven Mesh Fitting

This skill fixes the common failure: a texture is mapped correctly, but the mesh silhouette underneath is wrong.
The mesh adapts to the source contour; the texture is not stretched to hide a wrong mesh.

## Preconditions

- Structural parts are segmented (`source-part-segmentation`).
- Each part has a contour/mask and, if textured, an atlas region (`atlas-uv-fitting`).
- The object is source-locked in front X/Z before depth is added.
- Canonical view policy is resolved (`multiview-constraint-solver`) if views conflict.

## Workflow

1. Extract source contour from the texture/wireframe region.
2. Extract current mesh boundary in the same projected coordinate space.
3. Build ordered contour correspondence by arc length, named landmarks, or seam/control points.
4. Move boundary vertices to source contour positions.
5. Move interior vertices by smooth interpolation, piecewise-affine warp, or thin-plate-spline style deformation.
6. Preserve UV parameterization by remapping boundary-fitted local coordinates into the atlas rectangle.
7. Re-render overlay; do not proceed to look-dev until texture-region silhouette passes.

## Acceptance gates
…

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How to install

Latest version
mdr add max-786/claude-3d-harness/texture-driven-mesh-fitting@git:20260921.d4bf893
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Versions

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git:20260921.d4bf893 latest2026-09-21 d4bf893 2,946 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (2946 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

max-786/claude-3d-harness · 6 stars · license MIT · pushed 2026-09-21 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_upft4jmt74fnrxrm
GET https://markdownregistry.com/api/v1/resolve?ref=max-786/claude-3d-harness/texture-driven-mesh-fitting
GET https://markdownregistry.com/api/v1/blob/e986586443deb9727dbe81851ab08fa93ad5f900eff270ab9a6305f1e5952963

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