Skill Claude CodeCodex
Use when the user explicitly asks for Nature Skills, nature-skills, Nature style, Nature-style, Nature Communications, Nature-family, CNS, high-impact journal, or Springer Nature workflows, including Nature figure work, polishing, writing, reviewer critique, high-impact journal major revision response, Nature/CNS…
Skill Claude CodeCodex
Use when working on CFD cases with OpenFOAM, including solver selection, dictionary setup, mesh workflows, turbulence models, or flow and heat-transfer verification.
Skill Claude CodeCodex
Use when the user wants guided reading, deep reading, or structured analysis of a single paper, starting from fuzzy keywords or a research question.
Skill Claude CodeCodex
Use when the user wants help drafting or revising a research paper section, including Introduction, Related Work, Method, Results, Discussion, or Conclusion.
Skill Claude CodeCodex
Use when the user explicitly requests Paper2Any or a Paper2Any benchmark for paper-to-figure, PPT, poster, video, DrawIO, PDF-to-PPT, or related workflows through the isolated ScholarAIO sidecar.
Skill Claude CodeCodex
Use when the user has a patent publication number, patent URL, or patent-search result and wants the PDF fetched into the configured patent inbox.
Skill Claude CodeCodex
Use when the user wants USPTO patent discovery, patent metadata lookup, application lookup, or downloadable patent candidates before ingest.
Skill Claude CodeCodex
Use when the user needs an academic poster, conference poster, poster-style visual summary, section planning, figure-text balance, or poster packaging workflow.
Skill Claude CodeCodex
Use when the user says a paper, review, report, or LaTeX deliverable is final and wants it archived under published/ or exposed through the static published-paper site.
Skill Claude CodeCodex
Use when working on first-principles materials calculations with Quantum ESPRESSO, including SCF, band structures, DOS, phonons, electron-phonon coupling, Fermi surfaces, or charge density.
Skill Claude CodeCodex
Use when the user wants to normalize paper directory names to Author-Year-Title format after metadata correction or audit cleanup.
Skill Claude CodeCodex
Use when the user wants to identify research gaps, open questions, unexplored areas, cross-paper limitations, or future directions from workspace literature.
Skill Claude CodeCodex
Use when the user receives peer review comments and wants a rebuttal, response letter, point-by-point reply, or evidence-backed revision response.
Skill Claude CodeCodex
Use when serving scientific CLI tasks through ScholarAIO, especially when the agent should prefer scholaraio toolref, handle partial coverage safely, or avoid turning user work into documentation maintenance.
Skill Claude CodeCodex
Use when evaluating, adding, or upgrading ScholarAIO support for a scientific computing tool, especially integration-gate review, official docs ingestion, toolref integration, lightweight skill design, and end-to-end CLI verification.
Skill Claude CodeCodex
Use when incrementally reviewing and repairing low-quality metadata after enrich, especially non-standard documents that need title, author, or year correction while skipping already reviewed records via .scrubbed.
Skill Claude CodeCodex
Use when the user wants to find academic papers, search the local library, run keyword or semantic search, search by author, explore topics, or federate across library, explore databases, and arXiv.
Skill Claude CodeCodex
Use when the user wants to install, configure, diagnose, or troubleshoot ScholarAIO, including setup check, dependency status, API keys, and bilingual setup flow.
Skill Claude CodeCodex
Use when the user wants to read a paper or inspect metadata, abstract, conclusion, full text, figures, or detail levels L1 through L4.
Skill Claude CodeCodex
Use when the user wants a technical report, topic report, research briefing, structured investigation, evidence synthesis, recommendations, or final report packaging.
Skill Claude CodeCodex
Use when the user asks about research themes, topic distribution, BERTopic clustering, topic overview, topic papers, topic merges, or HTML topic visualizations.
Skill Claude CodeCodex
Use when the user wants to translate paper markdown, full papers, or batches into another language while preserving formulas, code blocks, and images.
Skill Claude CodeCodex
Use when a URL or online PDF needs ingestion-ready rendered content, or when host-native URL reading failed because JavaScript/PDF rendering is required; only use it for those cases, not routine web discovery or reading.
Skill Claude CodeCodex
Use when the user wants to organize paper subsets, create workspaces, add or remove papers, search within a workspace, manage refs/papers.json, or export workspace BibTeX.