poco-ai/Agentero

paper-reader

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。

Source text: Mixed languages

agentero-cli

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, layout regions, reading marks, download assets, parse PAPER.md, export bib—without BYOA. Prefer --json. Discover…

acdemic-drawing

Create Excalidraw diagrams for academic research scenarios — paper structures, methodology flows, literature maps, and conceptual frameworks.

deep-research

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…

idea-evaluator

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;…

research-paper-writing

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…

vault-normalizer

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.

apple-design

Apple's approach to interface design and fluid, physical motion, translated for the web. Use when building or reviewing gesture-driven UI, spring animations, drag/swipe/sheet interactions, momentum and interruptible transitions, translucent materials and…

bump

Upgrade Agentero application, desktop, CLI, and release versions together. Use when changing the project version or preparing a release.

Source text: Chinese

release

Prepare and optionally update Agentero GitHub Release notes from merged pull requests and uncovered first-parent commits. Use when the user asks to prepare, dry-run, review, or update a release; summarize changes between versions or tags; or fill a Draft…

interface-details

Bring crafted micro-interactions, thoughtful details, and polish to interfaces. Use when building UI, reviewing UI for detail/polish opportunities, making an interface "feel better," or adding tasteful delight and micro-interactions.

commit

Split current workspace changes into focused local Conventional Commits while preserving unrelated user changes. Use when preparing local commits.

Source text: Chinese