Pesquisa e Web

Rank competing hypotheses with online Bradley-Terry updates and LUCB intervals. Replaces elo-select. Use whenever there are 3 or more candidate hypotheses competing for the next experiment, or when the user wants to understand which branch is currently leading.

Systematic debugging. Use when a script errors or produces unexpected results.

Writing reports or papers. Use when producing any .md file that makes claims about experimental results.

Use when you have a spec or requirements for a multi-step task, before writing code or executing experiments

Manage Apple Notes via the memo CLI on macOS (create, view, search, edit).

Fast tokenizers optimized for research and production. Rust-based implementation tokenizes 1GB in <20 seconds. Supports BPE, WordPiece, and Unigram algorithms. Train custom vocabularies, track alignments, handle padding/truncation. Integrates seamlessly with transformers. Use when you need high-performance tokenization or custom tokenizer training.

Activates ArxivResearcher — a deep academic paper analysis and synthesis agent. Use when you need to understand cutting-edge research, compare approaches across multiple papers, extract key contributions and limitations, translate ML/CS/physics papers into actionable insights, build literature reviews, or track the state-of-the-art on a specific topic.

Online research agent that searches the live web for any topic, fetches the strongest sources, and produces an easy-to-digest formatted report with citations. Triggers: 'research X online', 'find me info about X', 'search the web for X', 'look up X', 'what are the most used Y', 'who is doing Y now', 'compare X vs Y online', 'find references for X', 'is there a tool that does X', 'what's the curren

飞书电子表格：创建和操作电子表格。支持创建表格、创建/复制/删除/更新工作表、读写单元格、追加行数据、查找内容、导出文件。当用户需要创建电子表格、管理工作表、批量读写数据、在已知表格中查找内容、导出或下载表格时使用。若用户是想按名称或关键词搜索云空间（云盘/云存储）里的表格文件，请改用 lark-drive 的 drive +search 先定位资源。当用户给出 doubao.com 的 /sheets/ URL/token 时，也应直接使用本 skill，不要因为域名不是飞书而回退到 WebFetch；路由依据是 URL 路径模式和 token，而不是域名。

Use this skill when importing synced Jiang Lens source artifacts, resolving YouTube metadata dates, creating canonical source transcripts, and preparing transcript packets for semantic agents.

Free web search via DuckDuckGo — text, news, images, videos. No API key needed. Prefer the `ddgs` CLI when installed; use the Python DDGS library only after verifying that `ddgs` is available in the current runtime.

Orquestra uma revisão por pares rigorosa com três revisores (metodologia+completude, estatísticas, impacto+proveniência). Gerencia ciclos de revisão até a aceitação unânime.