texture-driven-mesh-fitting SKILL.md skillA
texture-driven-mesh-fitting from max-786/claude-3d-harness is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add max-786/claude-3d-harness/texture-driven-mesh-fitting@git:20260921.d4bf893Pins git:20260921.d4bf893 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- max-786/claude-3d-harness
- Path
library/cc/texture-driven-mesh-fitting/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260921.d4bf893, committed Sep 21, 2026
- Size
- 2,946 bytes
- Repository stars
- 9
- License
- MIT
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.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
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 …
Read the whole file at its exact version.
How to install
mdr add max-786/claude-3d-harness/texture-driven-mesh-fitting@sha256:e986586443deb972The line at the top of this page pins the label git:20260921.d4bf893, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_upft4jmt74fnrxrm)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Sep 21, 2026.
Audit of the latest version
- 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
max-786/claude-3d-harness · 9 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
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.