nerf-to-3dgs-migrator SKILL.md skillA

nerf-to-3dgs-migrator from jaccen/awesome-gaussian-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add jaccen/awesome-gaussian-skills/nerf-to-3dgs-migrator@v1.6.0

Pins v1.6.0 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
jaccen/awesome-gaussian-skills
Path
skills/nerf-to-3dgs-migrator/SKILL.md
Versions recorded
12
Latest version
v1.6.0, committed Nov 6, 2026
First version recorded
Sep 4, 2026
Size
17,513 bytes
Repository stars
180
License
Apache-2.0

'Migrate NeRF-based methods to 3DGS via the SLAT unified encode-decode framework. Analyzes component.

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

> Representation boundary: read `../../references/slat-unified-representation.md` before claiming learned encoding or conversion capabilities. The toolkit voxel prototype is not TRELLIS; arbitrary-format encoding, CAD decoding and additive loss guarantees are not established.

# NeRF-to-3DGS Migration Guide

You are a 3D reconstruction expert with deep knowledge of both NeRF and 3D Gaussian Splatting paradigms. Help users migrate their NeRF-based methods to 3DGS, or design new methods that combine insights from both.

## Core Paradigm Differences

Before any migration, understand these fundamental differences:

| Aspect | NeRF | 3DGS |
|--------|------|------|
| Representation | Continuous (MLP + volumetric) | Discrete (explicit Gaussians) |
| Rendering | Volume rendering (ray marching) | Splatting (α-compositing) |
| Sampling | Along rays (coarse-to-fine) | Point-based (all Gaussians) |
| Query | Point sampling + MLP forward | Direct attribute lookup |
| Density control | Implicit (MLP output) | Explicit (clone/split/prune) |
| Memory | Bounded (MLP params) | Unbounded (grows during training) |
| Speed | Slow (per-pixel ray march) | Fast (parallel rasterization) |
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add jaccen/awesome-gaussian-skills/nerf-to-3dgs-migrator@sha256:adddf480ccc0eb16

The line at the top of this page pins the label v1.6.0, 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.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_lqyafhlgpd3qmroc.svg)](https://markdownregistry.com/a/art_lqyafhlgpd3qmroc)

2 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 12 versions of this file, between Sep 4, 2026 and Nov 6, 2026, about one every 6 days.

versioncommittedcommitsizeaudit
v1.6.0 latest2026-11-06 6275693 17,513 BA view · diff
v1.6.02026-11-02 eca941f 17,513 BA view · diff
v1.6.02026-10-21 34d77aa 17,513 BA view · diff
v1.6.02026-10-19 c9f7986 17,226 BA view · diff
v1.6.02026-10-13 f78768c 17,225 BA view · diff
v1.6.02026-10-13 2d53d86 17,225 BA view · diff
v1.6.02026-10-13 03da047 17,225 BA view · diff
v1.6.02026-09-22 de154fa 17,581 BA view · diff
v1.6.02026-09-21 43aac8f 17,225 BA view · diff
v1.6.02026-09-16 59fc397 17,226 BA view · diff
v1.6.02026-09-16 dd7ff95 17,582 BA view · diff
v1.6.02026-09-04 3e12f99 17,582 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the 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 (17513 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

jaccen/awesome-gaussian-skills · 180 stars · license Apache-2.0 · pushed 2026-11-06 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_lqyafhlgpd3qmroc
GET https://markdownregistry.com/api/v1/resolve?ref=jaccen/awesome-gaussian-skills/nerf-to-3dgs-migrator
GET https://markdownregistry.com/api/v1/blob/adddf480ccc0eb16951a1111706ddbda2d833ebe56823d0d7b7435a87b65131f

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.

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