Learning & Documentation Agent Skills

Use when reasoning about how an ACM SIGMETRICS submission is evaluated, covering the hybrid conference-journal model, double-anonymous…

Use when deciding whether a computer-systems performance project belongs at ACM SIGMETRICS or should be routed to IMC, SIGCOMM/NSDI/OSDI…

Use when revising an ACM SIGMETRICS paper for a rigorously stated performance contribution on the first page, explicit modeling…

Use when judging whether a project belongs at SIGMOD's research track, comparing it against PVLDB's rolling model, ICDE, PODS, KDD, CIDR…

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 PNAS Nexus Significance Statement — between 50 and 120 words, in plain language for a broad scientific audience…

Explains things in plain language for someone new to them - short sentences, one idea at a time, a concrete example or a fenced analogy…

Localizes complete websites, SPAs, and documentation into professional Simplified Chinese using parallel subagents, strict glossaries, and…

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…

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

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

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 30-second TV/brand spot beat map.

Structure a 60-second brand film beat map.

Structure a 90-second short with three acts.

Prompt anamorphic squeeze, oval bokeh, and streak flares.

Prompt automotive product and brand-film language.

The ButterCut home menu — welcome the user back, then ask what they'd like to do (start a new cut, add footage to a library, a one-off…