Design rigorous experiments for 3D Gaussian Splatting research papers. Recommends datasets, baselines, metrics, ablation matrices, and visualization plans ta...
Security Analysis
high confidenceInstruction-only research assistant that recommends datasets, baselines, metrics, and ablation plans for 3D Gaussian Splatting; it requests no credentials, installs, or system access and its instructions are consistent with its stated purpose.
The name and description (3DGS experiment planning) match the SKILL.md content: guidance on datasets, baselines, metrics, ablations, and visualization planning. There are no unrelated required binaries, env vars, or config paths.
SKILL.md contains researcher-style instructions and structured workflow (understand method, recommend datasets/baselines, propose metrics and ablations). It does not instruct the agent to read system files, access environment variables, call external endpoints, or exfiltrate data. (The provided SKILL.md is instruction-only and truncated in the listing but the visible sections are scoped to experiment design.)
No install spec and no code files — nothing will be written to disk or fetched during install. This is the lowest-risk install posture.
The skill declares no required environment variables, credentials, or config paths. There is no disproportionate credential request relative to the skill's purpose.
always is false (default) and autonomous invocation is allowed (platform default). The skill does not request elevated persistence or system-wide configuration changes.
Guidance
This skill is instruction-only and internally consistent with its stated goal of designing experiments for 3D Gaussian Splatting. Before you use it: (1) avoid pasting proprietary datasets or private model checkpoints into prompts — the skill may echo or reorganize any text you give it; (2) verify any specific dataset or paper recommendations and licensing yourself (the skill may hallucinate or misattribute works); (3) treat outputs as suggestions to be validated by domain experts rather than authoritative facts; and (4) if you plan to let an agent invoke this skill autonomously, monitor its prompts and outputs during initial runs to ensure it does not propagate sensitive information.
Latest Release
v0.1.1
- No functional or content changes in this version. - Internal version or metadata update only; all features and documentation remain the same.
More by @jaccen
Published by @jaccen on ClawHub
