Skill audit report
3dgs-experiment-planner Audit report.
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.
OpenAgentSkill Trust Score
OpenAgentSkill Trust Score
The Trust Score helps an agent decide whether a skill is safe enough to shortlist before installation.
GitHub adoption
INFO62
149 GitHub stars
Stars/forks activity
WARN57
149 stars, 10 forks; issue activity unavailable in current metadata
Recent maintenance
PASS88
2mo since push
License clarity
PASS86
Apache-2.0
README/SKILL.md completeness
INFO76
Public metadata needs stronger README/SKILL.md context
Dependency/runtime risk
INFO80
external package install surface
Install availability
PASS92
npx skills add jaccen/Awesome-Gaussian-Skills --skill 3dgs-experiment-planner
Install command safety
PASS92
standard package or runtime install path
Permission surface
PASS100
no high-risk permission surface in public metadata
Repository evidence
PASS86
https://github.com/jaccen/Awesome-Gaussian-Skills/tree/main/skills/3dgs-experiment-planner
Review status
INFO66
AI review data available
Agent Proven outcomes
INFO54
No agent outcome data yet
Checks
Install and adoption review
Install path
92
npx skills add jaccen/Awesome-Gaussian-Skills --skill 3dgs-experiment-planner
Repository
88
https://github.com/jaccen/Awesome-Gaussian-Skills/tree/main/skills/3dgs-experiment-planner
License
86
Apache-2.0
Maintenance
88
2mo since push
AI review
55
The SKILL.md excerpt is truncated in the review, but the provided portion is clear and well-structured.
README/SKILL.md completeness
84
Usable description available
Dependency risk
80
external package install surface
Install command safety
92
standard package or runtime install path
Permission surface
100
no high-risk permission surface in public metadata
Stars/forks activity
57
149 stars, 10 forks; issue activity unavailable in current metadata
Adoption
68
149 GitHub stars
Warnings
- The SKILL.md excerpt is truncated in the review, but the provided portion is clear and well-structured.
- Quality score needs review
- Stars/forks activity: 149 stars, 10 forks; issue activity unavailable in current metadata
Method
This report combines public metadata, AI review output, repository freshness, install readiness, OpenAgentSkill events, quality scoring, trust checks, and the agent safety gate. It is not a full source-code security review.
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