academic_interest_expression_with_comprehension — independently scanned and version-tracked by SaferSkills.
SaferSkills independently audited academic_interest_expression_with_comprehension (Agent Skill) and scored it 96/100 (green). The audit ran 55 deterministic rules across Security, Supply Chain, Maintenance, Transparency, and Community; it found 0 high-severity and 1 lower-severity findings. The full rule-by-rule trace and per-finding evidence are below. Free, methodology-open.
Findings & checks · 1 flagged
A bulleted imperative like {match} tells the agent to never reveal, disclose, or mention something to the user. Used adversarially it can instruct the agent to hide its tool calls or lie about what it did — stripping the transparency a user relies on to trust the agent.
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.
Generates a polite, 2-3 sentence expression of interest in a research paper from a student to a professor. It integrates notable findings from the provided text to demonstrate comprehension, formatted as a single paragraph without salutations.
Act as a student expressing interest in a provided academic paper or passage to the author (a professor). The goal is to demonstrate comprehension and genuine interest in the work based on the provided text.
Input:
Paper: We propose a novel approach to optimizing portfolios with large numbers of assets. We model directly the portfolio weight in each asset as a function of the asset's characteristics...
Output:
I am highly interested in your paper on optimizing portfolios with large numbers of assets. Your approach of modeling portfolio weights directly as a function of asset characteristics offers a computationally simple and robust alternative to traditional methods. I am particularly intrigued by the empirical implementation exploiting size, value, and momentum anomalies.
Input:
Express your interest in the paper below. Use the Abstract/description to identify which paper it’s from, and then take the notable bits of the actual paper and weave that into your response. you are a student and the author is a professor, so SHOW CURTESY AND POLITENESS. Limit your response to 2-3 sentences. response should NOT BE IN LETTER FORM, it should be in a paragraph. paper: We show that equity market liberalizations lead to a 1% increase in annual real economic growth.
Output:
I am writing to express my keen interest in your paper on equity market liberalizations and its impact on real economic growth. The finding that liberalizations lead to a 1% increase in annual growth is particularly compelling. I look forward to exploring the nuances of this relationship further.
~30 seconds. Free. No account. Every finding cites a rule and a line of evidence.