Use the Agentero CLI (bin `agentero`) to create, discover, and inspect a local research vault and catalog—list/get papers, import by id/URL/PDF, update metadata, layout regions, reading marks, download assets, parse PAPER.md, export bib—without BYOA. Prefer…
用中文清晰阅读和讲解科研论文。用于提炼核心贡献、深入解释方法、分析实验与局限，并在 NOTES.md 中写入中文讲义式笔记。
Upgrade Agentero application, desktop, CLI, and release versions together. Use when changing the project version or preparing a release.
Create Excalidraw diagrams for academic research scenarios — paper structures, methodology flows, literature maps, and conceptual frameworks.
Runs a deep, survey-grade literature investigation on a research topic: freezes research questions, searches from multiple adversarial perspectives, verifies every citation, synthesizes evidence into a MECE taxonomy with in-sentence cross-comparison, and…
Evaluates a preliminary research idea against a five-dimension framework (Higher, Faster, Stronger, Cheaper, Broader) plus idea-lifecycle and student-capability matching, paradigm-shift probing, and a fatal-flaws audit. Returns a reviewer-style verdict;…
Improve academic paper writing quality for ML/CV/NLP-style papers with clear section structure, paragraph flow, and reviewer-facing presentation. Use when drafting or revising Abstract, Introduction, Related Work, Method, Experiments, or Conclusion; polishing…
Normalize an existing research directory into an Agentero vault layout. Use when reorganizing files, papers, notes, PDFs, TeX sources, marks, assets, attachments, or legacy Zotero/Obsidian-style folders to match Agentero directory and catalog conventions.