Skill Directory

AI Skill Directory

Browse curated skills with source links, package snapshots, README assets and install signals in one calm, searchable catalog.

personTashanworldAPI key: unconfirmed

author-response-builder

Turns reviewer comments into structured, professional point-by-point responses linked to manuscript revisions, clarifications, rebuttals, and additional analyses.

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personTashanworldAPI key: unconfirmed

bioinformatics-env-setup

Guide users through installing and verifying bioinformatics software for NGS, RNA-seq, scRNA-seq, and metagenomics pipelines using conda, pip, or manual installation.

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personTashanworldAPI key: unconfirmed

cites-review

Review, organize, and format academic references and citations following GB/T 7714-2015 and other standards. This skill should be used when users need to: (1) Check and fix reference formatting errors…

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personTashanworldAPI key: unconfirmed

consistency-checker-across-manuscript

Checks consistency across title, abstract, methods, results, figures, tables, and supplements to identify internal contradictions and version drift in biomedical manuscripts.

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personTashanworldAPI key: unconfirmed

customize

Create, configure, and maintain custom agent profiles and author new skills via the `repl` tool. Use when the user wants to create an agent profile, build a custom agent, modify agent capabilities, at…

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personTashanworldAPI key: unconfirmed

decision-tree-analysis

Use when building a decision tree model in R and generating feature importance ranking outputs. Supports classification and regression, automatic task detection, parameter validation, model evaluation…

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personTashanworldAPI key: unconfirmed

batch-effect-correction

Use when correcting batch effects in merged bulk expression matrices with sample-level batch metadata while preserving biological group structure and generating before-and-after QC plots. NOT for: sin…

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personTashanworldAPI key: unconfirmed

china-sport-science

Use when targeting 《体育科学》(China Sport Science) — the China Sport Science Society flagship and top CSSCI sport-science journal (体育学). Apply to sport & exercise science spanning 运动人体科学 (生理/生化/生物力学/运动医学/…

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personTashanworldAPI key: unconfirmed

claim-strength-calibrator

Calibrates manuscript claim strength so wording matches the actual evidence level, study design, and validation status.

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personTashanworldAPI key: unconfirmed

datadog-cli

Datadog CLI for searching logs, querying metrics, tracing requests, and managing dashboards. Use this when debugging production issues or working with Datadog observability.

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personTashanworldAPI key: unconfirmed

deg-screening-analysis

Use when screening differentially expressed genes from a bulk expression matrix between two user-specified groups, producing DEG tables, a volcano plot, and a clustered heatmap. Triggers include DEG a…

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personTashanworldAPI key: unconfirmed

arxiv-preflight

Run a submission-readiness preflight on a manuscript before arXiv upload. Use when the user is preparing an arXiv submission, asks to check a paper before uploading, mentions hallucinated or fake refe…

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personTashanworldAPI key: unconfirmed

cibersort-immune-infiltration-analysis

Use when estimating relative immune cell infiltration from a bulk expression matrix with a CIBERSORT-style nu-SVR deconvolution workflow based on an LM22 signature matrix, comparing one case group aga…

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personTashanworldAPI key: unconfirmed

compute-env-setup

Set up a compute environment on a remote provider so Claude Science jobs can run there. Covers direct SSH/conda hosts, Slurm clusters, container-via-bridge runners, and managed-API providers (Modal, G…

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personTashanworldAPI key: unconfirmed

cover-letter-drafter

Drafts journal-ready cover letters for manuscript submission. Use when preparing a submission package, communicating the manuscript's contributions and journal fit to editors, or tailoring the novelty…

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personTashanworldAPI key: unconfirmed

decision-curve-analysis

Use when evaluating the clinical utility of a binary prediction model from a single clinical CSV file by fitting a logistic decision-curve model, plotting decision and clinical-impact curves, and expo…

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personTashanworldAPI key: unconfirmed

diagnostic-study-quality-assessment-quadas

Analyzes clinical diagnostic accuracy studies for bias using the QUADAS-2 tool. Use when Claude needs to assess the quality, risk of bias, or applicability of diagnostic accuracy studies (e.g., \"Asse…

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