AI Review Skills

documenting-with-sources

Common conventions for writing Markdown documents that cite external sources (survey reports, paper explainers, and any deliverable that surfaces facts from outside). Defines mandatory citation, in-text reference format, quotation-versus-prose separation, the ban on fabricated associations, and the source-list format. Referenced by survey, paper-details, and any skill that produces sourced output.

explain

Conventions for writing a Markdown explainer that walks the reader through a concept or system. Lays out term-list formatting, Mermaid diagram rules, granularity expectations, and a fixed five-part structure. Use when the user asks for an explainer, a concept write-up, a glossary section, or otherwise wants a system or idea documented for another reader.

html

Explicitly invoked only. 概念・仕組み・調査内容をHTMLで説明する。通常回答やMarkdown依頼では自動実行しない。

html-review

Explicitly invoked only. Convert canonical Markdown, JSON, Evidence, and test results into a human-readable HTML snapshot without making HTML the source of truth.

paper-details

Produce a detailed Markdown explainer of an academic paper. The skill aims for faithful description, not critical review. Section structure mirrors the original paper, equations render as LaTeX with variable tables, citations to the paper under review use position only, and citations to other works use author-short form. Use when the user asks for a detailed paper write-up, a thorough paper explainer, or invokes "paper details". Depends on documenting-with-sources and writing-quotation.

survey

Investigate a topic across papers, articles, social-media posts, and industry signals, then deliver an indexed Markdown report. Use when the user asks to investigate, survey, gather sources, build an index, collect evidence, round up references, or otherwise wants a thorough cross-source roundup on a specific topic. Depends on documenting-with-sources and writing-quotation.

writing-quotation

Formatting rules for quoting external sources inside Markdown. Use fenced code blocks, pair original and translation, and place labeled source references after the fence. Use whenever writing or editing quotation blocks.