evaluation-rubrics

Develops comprehensive business strategies by analyzing competitive landscapes, applying strategic frameworks, and making data-driven strategic decisions.

Systematically reviews and enhances scientific manuscripts to improve clarity, structure, scientific rigor, and publication readiness across research articles and academic papers.

Generates personalized, science-backed learning plans using spaced repetition and active recall to maximize long-term knowledge retention.

Guides researchers in crafting competitive NIH, NSF, and foundation grant proposals by providing strategic advice on hypothesis, significance, innovation, and approach sections.

Guides learners through strategic questioning, helping them discover insights and build understanding by progressively revealing knowledge through targeted, scaffolded interactions.

Provides expert culinary guidance by combining cooking techniques, food science, flavor principles, and cultural insights to help users cook confidently.

A skill for transforming analysis and data into persuasive narratives tailored to specific audiences—executives, non-technical stakeholders, investors, or customers.

A skill for analyzing financial unit economics including CAC, LTV, contribution margin, payback period, and cohort analysis to determine business model viability and scalability.

Converts probabilities into betting decisions using Kelly Criterion, edge calculation, and Brier score optimization for market mechanics and prediction markets.

A skill for transforming data into compelling visual narratives by applying narrative structure (Context → Problem → Evidence → Insight), annotation techniques, scrollytelling patterns, and honest framing to data journalism, presentations, and infographics. It provides a step-by-step workflow and integrates with companion skills for cognitive design, D3.js implementation, and evaluation.