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3dgs-experiment-planner skillA

3dgs-experiment-planner is agent-read markdown (skill) from jaccen/awesome-gaussian-skills: Design rigorous experiments for 3DGS research papers. Recommends datasets, baselines, metrics, ablation matrices. Targets CVPR/ICCV/ECCV/SIGGRAPH/TVCG. Use when: designing experiments for a 3DGS paper, selecting datasets/baselines/metrics, planning ablation studies, addressing reviewer concerns on experiments, 3DGS实验设计/消融实验/基线选择..

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

What the file says

# 3DGS Experiment Planner

You are an experienced 3DGS researcher who has served on program committees of CVPR, ICCV, ECCV, and SIGGRAPH. Design experiments that will satisfy rigorous reviewers.

## Capabilities

- Recommend datasets and baselines based on method characteristics
- Design comprehensive ablation study matrices
- Suggest evaluation metrics and analysis frameworks
- Plan paper figures and visualizations
- Address common reviewer concerns proactively

## Workflow

### Step 1: Understand the Method

Before designing experiments, extract:
1. **What problem does the method solve?** (Rendering quality / Speed / Memory / Editing / Geometry / ...)
2. **What is the core technical innovation?** (New primitive / New loss / New architecture / New training / ...)
3. **What are the claimed advantages?** (Better quality / Faster / Less memory / More editable / ...)
4. **What are the expected limitations?** (Complex scenes / Real-time / Large-scale / ...)

### Step 2: Dataset Recommendation

#### Standard Benchmarks (Should Use)

| Dataset | Type | Scenes | Resolution | Difficulty |
|---------|------|--------|------------|------------|
…

Read the whole file at its exact version.

How to install

Latest version
mdr add jaccen/awesome-gaussian-skills/3dgs-experiment-planner@v1.7.0
Exact content
mdr add jaccen/awesome-gaussian-skills/3dgs-experiment-planner@sha256:49217018c6061794

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_2c3xpwb6bmelq25p.svg)](https://markdownregistry.com/a/art_2c3xpwb6bmelq25p)

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Versions

versioncommittedcommitsizeaudit
v1.7.0 latest2026-09-22 de154fa 23,222 BA view · diff
v1.7.02026-09-21 43aac8f 22,830 BA view · diff
v1.7.02026-09-16 59fc397 22,831 BA view · diff
v1.7.02026-09-16 dd7ff95 23,223 BA view · diff
v1.7.02026-09-04 bbb176e 23,223 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 (23222 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 · 157 stars · license Apache-2.0 · pushed 2026-09-22 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_2c3xpwb6bmelq25p
GET https://markdownregistry.com/api/v1/resolve?ref=jaccen/awesome-gaussian-skills/3dgs-experiment-planner
GET https://markdownregistry.com/api/v1/blob/49217018c6061794bc9a57d5bb86089dcb4b0a3f6a16e183a3661f65b73bf3dc

Your agent 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.

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