Grade faster with a clear rubric and reusable comment bank
Grading always takes longer than expected. This recipe shifts effort from writing the same comments over and over to a clear rubric and a reusable comment bank — so grading is faster, more consistent, and less painful.
Create a skill called "Rubric & Feedback Snippets". Ask for: - Assignment prompt - Learning objectives (if unknown: unspecified) - Class size and grading time budget - Whether I am TA or instructor (role affects authority; if unknown: unspecified) Output: 1) A simple rubric with clear criteria and levels. 2) A comment bank aligned to rubric criteria (actionable, non-snarky). 3) A batching plan: how to grade in passes to reduce context switching. Rules: - Keep rubric simple unless user requests complexity. - If time budget is unknown, propose conservative defaults and label them as estimates.
The Claw builds a rubric from your assignment prompt and learning goals,
then generates a comment bank aligned to each rubric criterion. Batch
grading by criterion (instead of student-by-student) reduces context switching.
Turn an overwhelming reading backlog into a prioritized plan
Too many papers, too little time, no reliable way to decide what to read next. This recipe builds a time-boxed, prioritized reading queue for any topic, project, or thesis chapter — with a built-in "rabbit-hole safe" capture channel for questions to research later.
Make your PDF library usable for writing and citation recall
You have "organized" folders and notes, but pulling everything together for writing still takes days. This recipe converts scattered paper notes into a synthesis-ready document — themes, key claims, and where each citation supports your argument.
Real sources, named experts, actual quotes
Deep research that finds primary sources with named individuals, community sentiment from Reddit/HN/X, and news coverage. No summaries of summaries — actual quotes with URLs.
Email and calendar without leaving your terminal
Full Gmail control via the gog CLI. Read, send, search, organize emails. Create events, set reminders, RSVP to invitations. All from natural language or CLI commands.