recipe-update-doc
Update existing design documents (Design Doc / PRD / ADR) with review
test-implement
Test implementation patterns and conventions. Use when implementing unit tests, integration tests, or E2E tests, including RTL+Vitest+MSW component testing and Playwright E2E testing.
knowledge-absorber
深度解析链接、文档或代码，生成”全能导师级”的教学笔记（零基础直达精通）。具备”真理锚定”校验能力，自动识别幻觉与过时信息。支持国学风格渲染，自动清理广告和无用内容。
news-extractor
新闻站点内容提取。支持 12 个平台：微信公众号、今日头条、网易新闻、搜狐新闻、腾讯新闻、BBC News、CNN News、Twitter/X、Lenny's Newsletter、Naver Blog、Detik News、Quora。当用户需要提取新闻内容、抓取公众号文章、爬取新闻、或获取新闻JSON/Markdown时激活。
ability-generator
Generates a structured skill template based on provided specifications.
Ability Generator
This skill generates markdown skill templates to be later used.
codebase-context-extractor
This skill provides a comprehensive context extraction system for large codebases. It intelligently analyzes code structure, dependencies, and relationships to extract relevant context for understanding, debugging, or modifying code.
company-product-context
Compiles comprehensive company product context from PDF documents, web research, and industry knowledge
deep-researcher
Performs comprehensive, multi-layered research on any topic with structured analysis and synthesis of information from multiple sources.
llmtornado-tutorial-generator
Generates comprehensive code tutorials on LlmTornado API formatted for Medium publication with examples, explanations, and best practices.
pdf-processor
Extracts text and tables from PDF files, fills forms, and merges documents. Use when working with PDF files or when the user mentions PDFs, forms, or document extraction.
Research Synthesis Workflow
A step-by-step guide to synthesizing research from multiple sources into a coherent summary.
skill-creator
Generates Anthropic Skills with complete workflow including GitHub PR creation and local download verification.
skill-generator
Generates complete Anthropic SKILL packages with proper structure, documentation, and automated download verification.
bm-md
使用 bm.md 写作、改写、排版或渲染 Markdown；生成 Mermaid 与 AntV Infographic，设置图片尺寸、高亮重点，以及执行 HTML/纯文本转换和 Markdown lint
clinical-trial-protocol-skill
Generate clinical trial protocols for medical devices or drugs. This skill should be used when users say "Create a clinical trial protocol", "Generate protocol for [device/drug]", "Help me design a clinical study", "Research similar trials for [intervention]", or when developing FDA submission documentation for investigational products.
instrument-data-to-allotrope
Convert laboratory instrument output files (PDF, CSV, Excel, TXT) to Allotrope Simple Model (ASM) JSON format or flattened 2D CSV. Use this skill when scientists need to standardize instrument data for LIMS systems, data lakes, or downstream analysis. Supports auto-detection of instrument types. Outputs include full ASM JSON, flattened CSV for easy import, and exportable Python code for data engineers. Common triggers include converting instrument files, standardizing lab data, preparing data for upload to LIMS/ELN systems, or generating parser code for production pipelines.
nextflow-development
Run nf-core bioinformatics pipelines (rnaseq, sarek, atacseq) on sequencing data. Use when analyzing RNA-seq, WGS/WES, or ATAC-seq data—either local FASTQs or public datasets from GEO/SRA. Triggers on nf-core, Nextflow, FASTQ analysis, variant calling, gene expression, differential expression, GEO reanalysis, GSE/GSM/SRR accessions, or samplesheet creation.
scientific-problem-selection
This skill should be used when scientists need help with research problem selection, project ideation, troubleshooting stuck projects, or strategic scientific decisions. Use this skill when users ask to pitch a new research idea, work through a project problem, evaluate project risks, plan research strategy, navigate decision trees, or get help choosing what scientific problem to work on. Typical requests include "I have an idea for a project", "I'm stuck on my research", "help me evaluate this project", "what should I work on", or "I need strategic advice about my research".
scvi-tools
Deep learning for single-cell analysis using scvi-tools. This skill should be used when users need (1) data integration and batch correction with scVI/scANVI, (2) ATAC-seq analysis with PeakVI, (3) CITE-seq multi-modal analysis with totalVI, (4) multiome RNA+ATAC analysis with MultiVI, (5) spatial transcriptomics deconvolution with DestVI, (6) label transfer and reference mapping with scANVI/scArches, (7) RNA velocity with veloVI, or (8) any deep learning-based single-cell method. Triggers include mentions of scVI, scANVI, totalVI, PeakVI, MultiVI, DestVI, veloVI, sysVI, scArches, variational autoencoder, VAE, batch correction, data integration, multi-modal, CITE-seq, multiome, reference mapping, latent space.
single-cell-rna-qc
Performs quality control on single-cell RNA-seq data (.h5ad or .h5 files) using scverse best practices with MAD-based filtering and comprehensive visualizations. Use when users request QC analysis, filtering low-quality cells, assessing data quality, or following scverse/scanpy best practices for single-cell analysis.
always-verify-gcp
A workflow skill for all Google Cloud resource management tasks (create, delete, modify). This skill ensures that the correct CLI tool (`gcloud`, `bq`, `gsutil`) is chosen and that its commands are verified against the latest official documentation before execution.
database-schema-validator
Validates SQL schema files for compliance with internal safety and naming policies.
git-commit-formatter
Formats git commit messages according to Conventional Commits specification. Use this when the user asks to commit changes or write a commit message.
json-to-pydantic
Converts JSON data snippets into Python Pydantic data models.
license-header-adder
Adds the standard open-source license header to new source files. Use involves creating new code files that require copyright attribution.
figma-use
Control Figma via CLI — create shapes, frames, text, components, set styles, layout, variables, export images. Use when asked to create/modify Figma designs or automate design tasks.
audit
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bkend-auth
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bkend-cookbook
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bkend-data
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bkend-quickstart
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bkend-storage
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bkit
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bkit-evals
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bkit-explore
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bkit-rules
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bkit-templates
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btw
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cc-version-analysis
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claude-code-learning
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code-review
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control
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deploy
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desktop-app
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development-pipeline
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dynamic
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enterprise
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mobile-app
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pdca
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