research-proposal — independently scanned and version-tracked by SaferSkills.
SaferSkills independently audited research-proposal (Agent Skill) and scored it 100/100 (green). The audit ran 55 deterministic rules across Security, Supply Chain, Maintenance, Transparency, and Community; it found 0 high-severity and 0 lower-severity findings. The full rule-by-rule trace and per-finding evidence are below. Free, methodology-open.
Findings & checks · 0 flagged
Every scanned point with the score it earned and what moved between them.
First recorded scan — no prior version to compare against.
The primary manifest — the file an agent reads to learn what this artifact does.
A research proposal is a structured 2-page document. Every section must be present. Be concrete — vague claims are not acceptable.
What does the system do? What is its input and output? What real-world problem does it solve? Scope must be neither too narrow nor too broad.
Concrete examples of inputs and outputs. Describe what the input and output variables look like and how they interact. Reference the actual data being used — do not describe hypothetical data.
How will success be measured? Why is this metric the right one for this problem? A reasonably sized dataset of example input-output pairs must be identified — either from an existing source or collected from scratch.
What existing research and projects are relevant? How does the proposed work differ? Reference specific papers and systems, not general fields.
How will the problem be approached? Why does this method fit? What are the key challenges? What algorithms or models are appropriate, and what are the tradeoffs between accuracy and efficiency?
~30 seconds. Free. No account. Every finding cites a rule and a line of evidence.