
Search and summarize preprints from bioRxiv/medRxiv with explicit date windows and traceable query logs.
Define benchmark runs and log outcomes with consistent metrics, acceptance criteria, and reproducible artifact references.
Author and render Quarto manuscript documents (.qmd) with consistent formatting and loop-by-loop updates.
Read and control I2C and SPI peripherals on Sipeed boards (LicheeRV Nano, MaixCAM, NanoKVM).
Build publication-grade Mermaid diagrams with consistent styling and SVG-first export for manuscript assets.
Read, edit, and diff Word documents (.docx) with tracked changes and comments using the docx-review CLI — a .NET 8 tool built on Microsoft's Open XML SDK. Ships as a single 12MB native binary (no runtime). Use when: (1) Adding tracked changes (replace, delete, insert) to a .docx, (2) Adding anchored comments to a .docx, (3) Reading/extracting text, tracked changes, comments, and metadata from a .docx, (4) Diffing two .docx files semantically, (5) Responding to peer reviewer comments with tracked revisions, (6) Proofreading or revising manuscripts with reviewable output, (7) Any task requiring valid tracked-change .docx output with proper w:del/w:ins markup that renders natively in Word.
Create "How X Works" deep-dive explainer websites with the curious, technical-but-accessible style of howkeyboardswork.com. Use when asked to explain how something works, create an educational single-page guide, or build an interactive explainer site on any topic.
Interact with GitHub using the `gh` CLI. Use `gh issue`, `gh pr`, `gh run`, and `gh api` for issues, PRs, CI runs, and advanced queries.
Rewrite AI-generated text to sound naturally human-written. Use when asked to humanize text, make writing sound less AI, bypass AI detection, rewrite for natural tone, or convert robotic/formal text to conversational style. Triggers on "humanize this", "make this sound human", "rewrite naturally", "anti-AI detection", or any request to remove AI tells from writing.
Create clean first-draft Word documents from Markdown using pandoc, with sciClaw auto-applying the bundled NIH reference template unless a custom --reference-doc is provided.
Use this skill whenever PDF files are created, read, merged, split, transformed, OCR-processed, or data-extracted.
De-identify clinical text for drafts, notes, and manuscript excerpts using phi-cleaner before sharing with external tools or collaborators. Use when: (1) Removing patient names/dates/identifiers from free-text notes, (2) Producing sanitized excerpts for LLM prompts, (3) Running a PHI detection pass to audit sensitive text, (4) Preparing de-identified appendices or examples for manuscripts and presentations.
Use this skill whenever `.pptx` slide decks are created, edited, summarized, templated, merged, or analyzed.
Search PubMed, fetch article metadata, traverse citation graphs, and look up MeSH terms from the command line. Use when: (1) Searching PubMed with Boolean/MeSH queries, (2) Fetching article details by PMID (abstract, authors, DOI, MeSH terms), (3) Finding papers that cite a given article (cited-by), (4) Finding papers cited by a given article (references), (5) Finding related articles with relevance scores, (6) Looking up MeSH vocabulary (tree numbers, scope notes), (7) Exporting citations in RIS format for Zotero/EndNote, (8) Building reproducible literature review workflows.
Create or update AgentSkills. Use when designing, structuring, or packaging skills with scripts, references, and assets.
Summarize or extract text/transcripts from URLs, podcasts, and local files (great fallback for “transcribe this YouTube/video”).
Use this skill whenever spreadsheet files (`.xlsx`, `.xlsm`, `.csv`, `.tsv`) are created, edited, cleaned, analyzed, or converted.
Draft and revise scientific manuscript sections with claim-evidence alignment and reproducible method reporting.
Capture experiment provenance with reproducible run metadata, artifact pointers, and decision logs for scientific claims.
Use this skill whenever scientific image assets need deterministic preprocessing (resize, crop, convert, DPI normalization, montage/contact sheets) using ImageMagick 7 `magick`.
Inspect, schema, and fill true AcroForm PDFs using sciClaw's pdf_form_inspect, pdf_form_schema, and pdf_form_fill tools. Use when: (1) checking whether a PDF is a real fillable AcroForm, (2) listing form field names, types, and choices, (3) filling a supported form from structured values, (4) preparing reviewable insurance, legal, administrative, or clinical form drafts, (5) reporting skipped fields or unused input keys after a fill. Do not use for scanned PDFs, OCR tasks, or XFA-only forms.
Get current weather and forecasts (no API key required).
Remote-control tmux sessions for interactive CLIs by sending keystrokes and scraping pane output.