audit-paper-book

Use when you need to detect drift between an existing paper-book companion and a revised version of its source paper, then sync the mechanical pieces (new bib entries, new/changed figures) and report the substantive drift (renamed sections, changed numbers, new theorems, new contributions) for the user to triage. Counterpart to /init-paper-book. Read-only by default; --apply flag opts in to mechanical fixes.

bb-video

Code-made videos (mp4, 16:9 / 9:16 / 1:1): narrated explainers and beat-synced promos for sites / apps. The user picks only the style: whiteboard, risograph, ink-wash, launch motion, origami, pop art, op art, Matisse cut-outs, ASCII art, shadow puppets, Bauhaus, pixel art, chat log, toy 3D, newsreel, film-room breakdown, suspense mystery, isometric miniatures, movie trailer, news clippings, manga, animated map, Swiss kinetic type, dark motivational short, blueprint, paper collage, flat grain illustration, storybook mascot, Bayeux tapestry, 3D stick-figure parable, pencil-test animation, pen-drawn picture washed with colour, golden-age American cartoon, 1930s black-and-white rubber-hose cartoon. For explainers, history, news, promos from a URL. Use when asked for an "explainer video", "a promo for this site / app", or in Chinese "做个科普视频" "白板动画" "讲个历史故事" "给这个网站 / App 做个宣传片" "产品发布视频", or names a style (孔版印刷, 水墨, 折纸, 波普, 欧普, 剪纸, 字符画, 皮影戏, 包豪斯, 像素, 聊天记录, 玩具三维, 老新闻片, 录像分析, 悬疑探秘, 等距微缩世界, 电影预告片, 剪报解说, 日漫, 地图动画, 瑞士风动态排版, 暗调励志动画, 蓝图工程图, 纸艺拼贴, 扁平颗粒插画, 手绘绘本吉祥物, 贝叶挂毯, 3D火柴人寓言, 铅笔手绘, 线稿成世界, 美式黄金卡通, 美式老动画, 黑白橡皮管卡通, 橡皮管卡通, 30年代黑白卡通, 黑白老动画).

Academic Paper Skill

Generate publication-ready academic research papers as professionally formatted PDFs. This skill covers the full pipeline: gathering inputs → writing/rewriting → figure creation → PDF formatting with reportlab → submission preparation for SSRN/arXiv.

exploring-llm-traces

ABSOLUTE MUST to debug and inspect LLM/AI agent traces using PostHog's MCP tools. Use when the user pastes a trace URL (e.g. /llm-observability/traces/<id>), asks to debug a trace, figure out what went wrong, check if an agent used a tool correctly, verify context/files were surfaced, inspect subagent behavior, investigate LLM decisions, or analyze token usage and costs.

academic-pdf-to-gfm

Convert academic PDF papers to GitHub-renderable GFM markdown with inline figures and correctly formatted math equations. Use this skill when converting research papers, technical reports, or math-heavy PDFs for display on GitHub or GitLab. Also use it when GFM math equations are broken or not rendering on GitHub, when someone asks about the $$-vs-```math decision, when equations look garbled on GitHub, when KaTeX validation is needed, or when investigating why LaTeX renders locally but not on GitHub. Also use when comparing GitHub vs GitLab math rendering, when asking about self-hosting GitLab for math documents, or when looking for a platform that requires less LaTeX workarounds. Covers PDF type detection (Word vs LaTeX vs scanned), tool selection (pymupdf4llm/pdftotext/marker-pdf), image extraction, GitHub math rendering rules ($$-vs-```math decision), GitLab native math support (no workarounds needed), KaTeX validation, and multi-agent adversarial equation verification.

academic-plotting

Generates publication-quality figures for ML papers from research context. Given a paper section or description, extracts system components and relationships to generate architecture diagrams via Gemini. Given experiment results or data, auto-selects chart type and generates data-driven figures via matplotlib/seaborn. Use when creating any figure for a conference paper.

ai-scientist-evaluator

Critically review, score, compare, and rank one or more AI scientist outputs for biology, bioinformatics, computational life science, or adjacent research tasks. Trigger when the user asks to evaluate notebooks, code, figures, analyses, manuscripts, software, or final reports produced by AI scientists; compare multiple AI scientists on the same task; judge publication readiness; or audit rigor, reproducibility, novelty, and task completion. Do not use this skill to perform the original research task itself unless the user is explicitly asking for a reviewer-style audit of already produced outputs.

academic-paper

Use when starting or adapting an A4 single-column OpenPress academic / research paper starter for conference drafts, journal preprints, course papers, technical reports, or thesis-style chapters with abstract, numbered sections, figures, tables, and a references list.

CI Mockup Figure