Learning & Documentation Agent Skills for Cursor

Use when revising a SIGMOD research paper's prose and structure, covering the data-management framing readers expect on page one, running…

Draft the Significance section of a research grant — the case that the problem matters and the field will change if the work succeeds.

Use to write the mandatory PNAS Significance Statement — ≤120 words, written so an educated reader outside the field (down to an…

Agentic memory system for writers - track characters, relationships, scenes, and themes

Simplify a design specification in Specs/ to focus on user-facing behavior.

Ground all discussion in real code concepts and simple, concrete terms instead of abstract or invented jargon.

Use to lock the single-mechanism arc before drafting — converts a set of correct experiments into one Molecular Cell story that runs…

Use to lock the single narrative arc before drafting — converts a set of correct results into one Cell-shaped story that runs hypothesis →…

CUDA-Q onboarding guide for installation, test programs, GPU simulation, QPU hardware, and quantum applications.

Design a single-point rubric with one criterion and open columns for evidence.

Read and synthesize one or many academic papers into six connected sections: problem background, motivation, core idea…

Reverse-engineer a provided video into a business-facing Chinese A3 landscape prompt PDF with extracted frame images, global setting…

Structure a 15-second social clip beat map.

Structure a 60-second brand film beat map.

Structure a 90-second short with three acts.

Generate project-specific AGENTS.md and companion rules by analyzing a codebase.

Reference patterns for parsing skill metadata.

Prompt anamorphic squeeze, oval bokeh, and streak flares.

Prompt automotive product and brand-film language.

Prompt beauty, skin, and cosmetics product language.

Direct child and youth performance safely.