Top Cs Figure
Create, revise, audit, render, and export publication-ready computer-science paper figures using a Python-first, corpus-calibrated workflow. Use for manuscript figures, multi-panel experimental charts, comparison plots, scaling curves, heatmaps, embeddings, network diagrams, method schematics, executable YAML/CSV figure render specs, figure-brief handoffs, caption/callout alignment, SVG/PDF/PNG/T…
Top Cs Writing
Draft, restructure, or plan evidence-grounded computer-science conference papers for WWW, ICLR, ICML, or a generic venue. Use for paper outlines, titles, abstracts, introductions, related work, methods, experiments, discussions, limitations, conclusions, full manuscript arguments, Chinese research notes to English drafting, and LaTeX or Markdown section writing. Do not use for sentence-only polis…
Top Cs Polishing
Polish, translate, tighten, structurally revise, or diagnose existing computer-science manuscript prose and LaTeX for WWW, ICLR, ICML, or a generic venue while preserving evidence. Use for Chinese-to-English academic rewriting, paragraph flow, section-level revision, claim calibration, concision, terminology consistency, reducing generic AI prose, revision ledgers, and LaTeX layout or float-place…
Top Cs Paper Workflow
Coordinate a complete evidence-grounded CS paper project across the five Top CS skills. Use when work spans contribution planning, evidence and figure handoff, manuscript revision, pre-submission review, or reviewer response and needs resumable project status. Do not use for a single writing, polishing, review, response, or figure task.
Top Cs Reviewer
Perform a confidential pre-submission audit of a computer-science manuscript against WWW, ICLR, ICML, or generic top-conference expectations. Use for reviewer-style assessment, rejection-risk analysis, claim verification, experimental and reproducibility audits, venue or track fit, anonymity checks, paper readiness, and actionable revision priorities. This is an author-side simulation, not an off…
Top Cs Response
Prepare, audit, or revise evidence-grounded author responses, rebuttals, discussion replies, decision-email triage, cover letters, revision packages, and LaTeX response templates for WWW, ICLR, ICML, or a generic computer-science venue. Use to parse editor/reviewer messages, group duplicate concerns, prioritize decision-critical issues, draft point-by-point responses, map supplied evidence and ma…