发现 工具与集成 相关 Skills，比较来源仓库和用途，查看适合你工作流的技能说明。
Add a standard Purpose comment above each pure virtual method declaration in C++ interface header files (.h/.hpp). Use when asked to batch annotate interface classes or enforce a consistent comment block above...
Use when implementing any feature or bugfix, before writing implementation code - write the test first, watch it fail, write minimal code to pass; ensures tests actually verify behavior by requiring failure fir...
Analyze a project's codebase and documentation to generate coding standards, architecture docs, and development practices. Perfect for new project onboarding. Usage: 'analyze-project: /path/to/project' or 'anal...
Save and recall information across sessions. Use when you hear 'remember this', 'save to memory', 'add to your knowledge', or similar. Stores to Claude OS knowledge bases for persistent recall.
Walk through a training tutorial as a user would, progressively building examples exactly as instructed, running all commands, and verifying results against solutions. Use when testing tutorials end-to-end or v...
Test a Nextflow script by running it, verifying outputs, testing resume functionality, and comparing results with documentation. Use when validating that example scripts work correctly and match their documenta...
Set up a Docker container for running Nextflow training examples. Handles basic setup, Docker-outside-of-Docker (DooD) for containerized processes, ARM Mac platform emulation, and troubleshooting. Use when you...
Verify that hl_lines attributes in markdown code blocks correctly highlight the intended lines. Use when reviewing documentation with code examples, especially Before/After comparisons, or when highlights seem...
Search markdown files, Nextflow scripts, and config files for TODO/FIXME comments, categorize by priority, and provide actionable recommendations. Use when you need to identify pending work or track technical d...
Run comprehensive validation and review checks including heading numbering, TODO/FIXME comments, Nextflow script conventions, orphaned files, admonition syntax, lesson structure, formatting, content accuracy, a...
Rust and blockchain development conventions including formatting (inline string interpolation), imports organization, checked arithmetic, error handling, unsafe code patterns, and documentation. Use for any Rus...
ALWAYS use when writing code importing "@clack/prompts". Consult for debugging, best practices, or modifying @clack/prompts, clack/prompts, clack prompts, clack.
Debug progression issues: locked content, missing badges, streak resets. Use when investigating why phase is locked, badge not awarded, or streak was lost.
Use this skill to quickly understand "what changed and what matters". Use when resuming work after absence, preparing handoff documentation, reviewing sprint progress, analyzing git history for context. Do not...
Use when reviewing UI diffs, accessibility audits, or flaky UI tests to catch a11y regressions, semantic issues, keyboard/focus problems, and to recommend minimal fixes plus role-based test selectors.
Use when reviewing UI diffs, accessibility audits, or flaky UI tests to catch a11y regressions, semantic issues, keyboard/focus problems, and to recommend minimal fixes plus role-based test selectors.
Automatically number new markdown documentation files in the docs/ folder using a sequential numbering system (e.g., 00_, 01_, 02_).
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,...
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...
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 stu...
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 lo...
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 sys...
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 mul...
Expert prompt engineering skill that transforms Claude into "Alpha-Prompt" - a master prompt engineer who collaboratively crafts high-quality prompts through flexible dialogue. Activates when user asks to "opti...
默认按已收录数据中的 GitHub 仓库 Stars 排序。Stars 属于来源仓库，同一仓库的多个技能可能共享相同数值；它反映仓库关注度，不代表单个技能的安装量或质量评分。