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Plan, record, edit, and produce instructional video content including screencasts, demonstrations, and talking-head videos
Bilingual course-material maintenance for university professors — default EN ⇄ 简体中文, language-pair agnostic. 4-agent team covering the course terminology glossary (the contract every translation binds to), glossary-bound translation with pedagogical-equivalence checks, paired-version synchronizat...
Executable teaching-artifact builder for STEM professors — pipeline Stage 2 extension. 5-agent team that builds lab and programming assignments as working packages: per-student synthetic datasets with planted, recoverable ground truth, starter-code scaffolds that run as shipped, autograders with ...
Recorded-media scripting for university professors. 4-agent team turning lecture notes and flipped-class specs into mini-lecture video scripts, shot-by-shot storyboards, 6–9-minute episode series, cleaned captions/transcripts, and podcast-style audio adaptations. Scripts are spoken language with ...
Produce e-learning videos. TRIGGERS - Use when user needs help with elearning-video-production related tasks.
Design writing workshops. TRIGGERS - Use when user needs help with writing-workshop-design related tasks.
Guide CS learning from first programs to research and industry practice.
Helps individuals enhance their teaching and presentation skills through structured guidance and feedback for effective communication.
Paragraph-level structural blueprint for 10-12 page systems papers targeting OSDI, SOSP, ASPLOS, NSDI, and EuroSys. Provides page allocation, paragraph templates, and writing patterns. Use when user says \"写系统论文\", \"systems paper structure\", \"OSDI paper\", \"SOSP paper\", or wants fine-grained...
Checks whether manuscript references are accurately matched to claims, appropriately scoped, and not overextended, misquoted, or second-hand cited.
Builds prioritized manuscript revision plans for major or minor revisions by separating comments that require experiments, analyses, clarification, restructuring, or wording changes.
Optimizes manuscript titles and abstracts for information density, factual accuracy, and submission fit in biomedical research writing.
Helps organize reviewer comments and generate a standardized Word (.docx) response letter that maps each change to its exact location (page/paragraph/line). Use when revising a manuscript, replying to peer-review feedback, or preparing internal review responses.
Use when finding open access journals, checking journal policies, or identifying predatory publishers. Helps researchers locate legitimate open access venues and avoid publication scams.
Look up current research information using Perplexity's Sonar Pro Search or Sonar Reasoning Pro models through OpenRouter. Automatically selects the best model based on query complexity. Search academic papers, recent studies, technical documentation, and general research information with citations.
Generates professional cover letters for journal submissions and job.
Konsolidiert den Fussnotenapparat eines Manuskripts: dedupliziert, vereinheitlicht, prüft Pinpoints und stellt die Reihenfolge nach Verlagsstandard her im Verlagsredaktion.
Macht aus einer schlechten Vortrags-PPT einen Fliesstextbeitrag für Fachzeitschrift oder Tagungsband, ohne Bullet-Wuesten und mit Quellenrekonstruktion im Verlagsredaktion.
Classify problems into complexity classes with supporting evidence and proof strategies
Validate and standardize mathematical notation
High-quality LaTeX mathematical typesetting
Skill for formatting statistical results according to reporting standards
Conduct art historical research, provenance investigation, and scholarly analysis to inform exhibitions, acquisitions, and publications using primary and secondary sources
Format citations, footnotes, and bibliographies following Chicago, MLA, and disciplinary style guides with accuracy
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