AI Engineering

Paper Writing Bench reverse-engineers a research paper into sparse and dense idea notes plus an experimental log for benchmark cases. Use it when you need to evaluate a paper-writing pipeline against a paper-orchestra-style benchmark.

Plotting Agent renders figures from outline.json using experimental_log.md and idea.md, then writes captions for each figure. It is used when the orchestrator delegates Step 2 or when a user asks to generate paper plots or diagrams.

Section Writing Agent drafts the remaining paper sections in one multimodal LLM call and merges them into an existing LaTeX template. It is used to fill in Abstract, Methodology, Experiments, and Conclusion from the outline, figures, and experimental log.

Douyin Transcription downloads Douyin video audio, transcribes it with SenseVoice-Small, and saves the result as Markdown. Use it for short or full links when you need a text transcript without cookies or login.

Learning Notes Automation turns transcripts from videos, podcasts, and articles into study notes, flashcards, and knowledge graph updates. Use it when you want to extract key points and export Anki-ready cards from learning material.

Weibo Transcribe downloads audio from Weibo videos, transcribes it with SenseVoice-Small, and saves the result as Markdown. Use it for supported Weibo video links without logging in, when access is available.

YouTube Transcribe downloads YouTube audio or subtitles, transcribes speech, and translates English into Chinese with bilingual Markdown output. Use it to turn videos into notes for study or reference.

Zhihu Transcribe downloads Zhihu video audio, transcribes it with SenseVoice-Small, and saves the result as a Markdown file. Use it when you want a text transcript from a Zhihu video link without logging in.

Novel To Game turns a novel into a playable game on a chosen target platform, guiding intake, gameable breakdown, concept selection, world design, build, and evidence-based QA. Use it for story-to-game, book-to-game, or interactive fiction adaptations.

Draw.io Azure produces Azure architecture diagrams in draw.io for VNet, App Service, AKS, landing zone, and multi-region designs. It uses Azure stencils, validates layout and icon usage, and renders a visual self-check before outputting .drawio by default.

MemoraX Code routes requests to coding, repo, or personal memory based on the kind of durable information involved. Use it when a task may depend on prior fixes, repository memory, reusable procedures, preferences, or other retained context.

Convert accepted short drama shots into structured video prompts, detailing actor performance, camera movement, dialogue lip-sync, environment motion, and timing. Use when building reusable, vendor-agnostic motion specs for AI video generation pipelines.