Generate scientific figures as raster PNG via Codex's native image_gen (collaborating-with-codex bridge). Two roles — (1) design exploration, generating several diverse direction drafts in parallel for the user to pick from; the chosen draft is either used directly (manuscript, slides/PPT rework) or handed to tikz-figures as a replication reference, at the user's choice; (2) final raster output for pictorial figures (lighting/texture/3D/hand-drawn concept art, graphical abstracts) or whenever the user prefers a polished PNG. Codex runs its imagegen-scientific-schematics skill for design and visual review; this skill supplies the writing-side entry point, prompt guidance, and publication checklist. Includes an opt-in pastel modern-ML style preset (ICLR/NeurIPS 2024-2025 airy look) for when the user asks for pastel / modern ML figure styling.
Evidence-reliability check. Walks every % claim tag in LaTeX manuscript/*.tex, confirms \cite{} citekeys resolve against .writing/refs.bib (exported from Zotero), runs semantic match against network-fetched abstracts to catch hallucinated or mismatched citations, optionally checks numeric/table consistency, flags any [NEEDS-EVIDENCE] or draft-only markers. Run on demand or when the skeleton is ready for the human author.
Use when turning an approved outline and its claim stubs into LaTeX manuscript prose, writing each section's paragraphs under the claim-first discipline (resolve evidence, then write `% claim: id`-tagged prose). Reads the per-section writing standards, style cautions, and terminology ledger. Trigger after outlining, when `.writing/manuscript/*.tex` is empty or a section still needs prose; before claim-verification and polish. Also trigger on "draft the paper", "write the Methods section", "turn the outline into prose".
Use whenever a writing task will span more than 5 tool calls, multiple sessions, or risks hitting context-window limits, writing a paper, a long literature thread, a multi-section revision, anything where losing mid-task state would hurt. Creates a persistent `.writing/` directory that acts as working memory on disk, so the outline, claims, findings, and progress survive context resets. Every other superpower-writing skill assumes this directory exists; initialize it first. Trigger even when the user does not explicitly ask for "planning".
Polish prose in three passes: strip AI-writing tells, apply Strunk's rules for clarity, then hold every research claim to its evidence. Two modes: edit in place, or diff-first where the original is untouched until the user approves each change. Use when the user asks to 润色 / 改写 / 精修 / 打磨 a draft, or says "polish", "refine", "tighten", or "improve". Preserves meaning, numbers, citations, and [NEEDS-EVIDENCE] markers; never smooths an unsupported claim into a supported-sounding one.
Builds a grounded, venue-compliant response to reviewers for a CS/systems/ML paper. Atomizes every reviewer comment into an issue board with a fixed action vocabulary, enforces three finalize-blocking gates (provenance, commitment, coverage), drafts in strict R-A-C format with page cross-references, and wires every claimed change to a real manuscript location. Use when the user says "rebuttal", "reply to reviewers", "respond to reviews", "OpenReview response", or "ICML/NeurIPS rebuttal".
Generate publication-quality LaTeX/TikZ figures for paper manuscripts: architecture diagrams, protocol/data-flow pipelines, sequence diagrams, geometry/math schematics. Compile-verified (xelatex + overlap checker + visual review loop) with a mandatory two-candidate preview for the user to pick from. Use when the user asks for: 论文配图、画架构图、画流程图、TikZ 图、复刻论文图、tikz/latex diagram、vector figure.
Generate and verify BibTeX. Adds a paper by DOI or arXiv id through the Zotero library (it fetches the metadata and open-access PDF), then emits the BibTeX. Verifies a citation's authors, title, venue, and year against the real record to catch hallucinated or misattributed references, and audits a .bib for missing fields, missing DOI or arXiv id, and duplicates. Use when managing citations, generating BibTeX, verifying references, or cleaning up a .bib. 中文触发：管理引用、生成 BibTeX、核验参考文献、整理 bib。