fit-repair-optimizer SKILL.md skillA
fit-repair-optimizer 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/fit-repair-optimizer@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/fit-repair-optimizer/SKILL.md- Versions recorded
- 2
- Latest version
- git:20260921.8093f5d, committed Sep 21, 2026
- First version recorded
- Sep 21, 2026
- Size
- 3,265 bytes
- Repository stars
- 9
- License
- MIT
Turn multiview fit reports into a sequential or parallel repair queue for aligning Blender products to source-of-truth templates. Use after validation shows disalignment, when the agent must iteratively fix wireframe, texture, lighting, or projection mismatches, and when skill gaps should trigger self-refinement before another rebuild.
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
# Fit Repair Optimizer This skill converts validation failures into an executable repair queue. The source templates are the contract; the current model is disposable. ## Decision: sequential or parallel? Use **sequential repair** when failures are coupled: 1. Canonical view / source conflict unresolved. 2. Front silhouette or part count fails. 3. Geometry dimensions fail before UVs can be trusted. 4. Texture region boundaries depend on geometry changes. 5. Lighting/look depends on final material placement. Use **parallel repair** only for independent tracks with disjoint write scopes: - geometry recipe/placement tuning; - atlas-region classification; - material/look calibration; - validation tooling improvements. Do not parallelize two tasks that both edit the same Blender recipe, object transforms, or UV assignment file. ## Mandatory repair order ``` 0 source-conflict / multiview-rigidity gate 1 structural part count 2 front silhouette and landmarks 3 side/back/top depth and projection 4 UV/texture region fit 5 material/light/look calibration 6 export and final validation ``` If an earlier stage fails, later stages may be analyzed but must not be finalized. …
Read the whole file at its exact version.
How to install
mdr add max-786/claude-3d-harness/fit-repair-optimizer@sha256:57f8d12a48895c61The 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_3ztsu4lqbj4u36e2)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, all committed on Sep 21, 2026.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260921.8093f5d latest | 2026-09-21 | 8093f5d | 3,265 B | A | view · diff |
| git:20260921.d4bf893 | 2026-09-21 | d4bf893 | 3,347 B | A | view |
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 (3265 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_3ztsu4lqbj4u36e2 GET https://markdownregistry.com/api/v1/resolve?ref=max-786/claude-3d-harness/fit-repair-optimizer GET https://markdownregistry.com/api/v1/blob/57f8d12a48895c6126949a28f334619e139683947fc2e0707c5d0f8f9b4788c0
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.