skills/materials/adsorption-screening/SKILL.md
Use this skill for adsorption-candidate generation, execution, and first-pass ranking when screening one adsorbate across one slab family with reproducible site provenance and thermochemistry-ready metadata.
npx skillsauth add q734738781/CatMaster adsorption-screeningInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
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Use this skill to build, run, and rank a controlled adsorption screen while preserving site labels and adsorbate atom indices for later thermochemistry.
analyze_vasp_results for ranking and keep ads_indices metadata for any later frequency correction work.enumerate_adsorption_sitesplace_adsorbategenerate_batch_adsorption_structuresvasp_preparevasp_execute_batchanalyze_vasp_resultsvaspkit_adsorbate_thermo_correctionexecutegenerate_batch_adsorption_structures as a convenience wrapper over site enumeration plus placement, not as a separate scientific abstraction.place_adsorbate directly and keep the chosen site label explicit.structure-visual-inspection skill script when collisions or orientation ambiguity need a visual check before DFT.analyze_vasp_results to detect failed or unconverged candidates before ranking.E0 from analyze_vasp_results by default rather than other OUTCAR energy fields.vaspkit_adsorbate_thermo_correction only on the retained adsorption states that genuinely need thermal corrections.DFT+U contract.ads_indices; they are part of the downstream thermochemistry contract.Return:
adsorption-site-screening and adsorbate-and-intermediate-generation when only the front half of the workflow is needed.testing
Draft, audit, or revise point-by-point reviewer response letters for Nature-family manuscript revisions. Use when the user provides reviewer comments, editor decision letters, revision notes, response drafts, or asks how to respond to major/minor revision requests, rebuttal letters, response to reviewers, peer-review reports, 审稿意见回复, 逐点回复, 修回信, 大修回复, 小修回复, or 如何回复 reviewer.
development
Build full-text bilingual, figure-aware, source-grounded Markdown reading files for journal or conference papers from PDF, DOI, arXiv, publisher HTML, or pasted text. Use whenever the user asks to translate an entire paper, make a complete markdown reader, preserve figure or table placement near the relevant prose, or keep exact source anchors for every block. Do not use this for summaries, bullet-keyword notes, or citation-only tasks.
testing
Polish, restructure, or translate academic prose into Nature-leaning English using the paper-architecture and writing-strategy principles from Scientific English Writing & Communication, with phrase-level support from Academic Phrasebank. Use whenever the user asks to polish a manuscript paragraph, abstract, introduction, results, discussion, conclusion, title, methods section, or Chinese academic draft for publication-quality English.
tools
Build a complete but efficient Nature-style Chinese PPTX presentation from a scientific paper, preprint, PDF, article text, abstract, figure legends, or reading notes. Use this skill whenever the user asks to make slides/PPT/PPTX for journal club, group meeting, paper sharing, thesis seminar, lab meeting, department report, or academic presentation from a research paper, not only medical papers. It identifies the paper type and argument, selects only the figures needed for the story, writes Chinese slide content and speaker notes, creates the actual .pptx deck, and performs lightweight verification with cross-platform Python tooling by default.