3dgs-experiment-planner SKILL.md skillA
3dgs-experiment-planner from jaccen/awesome-gaussian-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add jaccen/awesome-gaussian-skills/3dgs-experiment-planner@v1.7.0Pins v1.7.0 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/3dgs-experiment-planner/SKILL.md- Versions recorded
- 12
- Latest version
- v1.7.0, committed Nov 6, 2026
- First version recorded
- Sep 4, 2026
- Size
- 22,832 bytes
- Repository stars
- 180
- License
- Apache-2.0
'Design rigorous experiments for 3DGS research papers. Recommends datasets, baselines, metrics, ablation.
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
# 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
mdr add jaccen/awesome-gaussian-skills/3dgs-experiment-planner@sha256:03110bf1336b8cffThe line at the top of this page pins the label v1.7.0, 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.
[](https://markdownregistry.com/a/art_2c3xpwb6bmelq25p)
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.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v1.7.0 latest | 2026-11-06 | 6275693 | 22,832 B | A | view · diff |
| v1.7.0 | 2026-11-02 | eca941f | 22,832 B | A | view · diff |
| v1.7.0 | 2026-10-21 | 34d77aa | 22,832 B | A | view · diff |
| v1.7.0 | 2026-10-19 | c9f7986 | 22,830 B | A | view · diff |
| v1.7.0 | 2026-10-13 | f78768c | 22,830 B | A | view · diff |
| v1.7.0 | 2026-10-13 | 2d53d86 | 22,830 B | A | view · diff |
| v1.7.0 | 2026-10-13 | 03da047 | 22,830 B | A | view · diff |
| v1.7.0 | 2026-09-22 | de154fa | 23,222 B | A | view · diff |
| v1.7.0 | 2026-09-21 | 43aac8f | 22,830 B | A | view · diff |
| v1.7.0 | 2026-09-16 | 59fc397 | 22,831 B | A | view · diff |
| v1.7.0 | 2026-09-16 | dd7ff95 | 23,223 B | A | view · diff |
| v1.7.0 | 2026-09-04 | bbb176e | 23,223 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 (22832 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
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_2c3xpwb6bmelq25p GET https://markdownregistry.com/api/v1/resolve?ref=jaccen/awesome-gaussian-skills/3dgs-experiment-planner GET https://markdownregistry.com/api/v1/blob/03110bf1336b8cffd5c721819a69808e0c7cc6e88be2fdbe482a5624b0a48e38
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.