nf-core Pipelines Skills Index
openbooklet.com/s/nf-core-pipelines-skills-indexopenbooklet.com/s/nf-core-pipelines-skills-index@1.0.0GET /api/v1/skills/nf-core-pipelines-skills-indexSkills for using nf-core community pipelines to process omics data, from installation and configuration to running specific analysis pipelines.
Here are some skills about the best practices for analyzing the single-cell/Spatial Omics data. When you need to do the specific analysis tasks described in this file, you can load the related skill files linked here to help you.
Skills for querying and downloading data from genomic, transcriptomic, and single-cell databases. Covers programmatic access to public repositories, gene annotation, sequence retrieval, and large-scale single-cell data.
Skills for single-cell and spatial omics data analysis. Best practices, code snippets, and workflows for the scverse ecosystem.
Skills derived from the Single-cell Best Practices book (sc-best-practices.org). Comprehensive workflows and guidelines for single-cell and spatial omics analysis.
Skills for upstream data processing in single-cell and spatial omics, covering raw data generation, barcode processing, alignment, spatial registration, and technology-specific preprocessing pipelines.
This directory contains bioinformatics upstream analysis skills for agent-assisted data processing. Each skill provides workflow guidance, code templates, and best practices for specific analysis types.
Auto-indexed from aristoteleo/PantheonOS
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Related Skills
graceful-error-recovery
Use this skill when a tool call, command, or API request fails. Diagnose the root cause systematically before retrying or changing approach. Do not retry the same failing call without first understanding why it failed.
audience-aware-communication
Use this skill when writing any explanation, documentation, or response that will be read by someone else. Match vocabulary, depth, and format to the audience's expertise level before writing.
Refactoring Expert
Expert in systematic code refactoring, code smell detection, and structural optimization. Use PROACTIVELY when encountering duplicated code, long methods, complex conditionals, or any code quality issues. Detects code smells and applies proven refactoring techniques without changing external behavior.
Research Expert
Specialized research expert for parallel information gathering. Use for focused research tasks with clear objectives and structured output requirements.
clarify-ambiguous-requests
Use this skill when the user's request is ambiguous, under-specified, or could be interpreted in multiple ways. If proceeding with a wrong assumption would waste significant work, always ask exactly one focused clarifying question before doing anything.
structured-step-by-step-reasoning
Use this skill for any problem that involves multiple steps, tradeoffs, or non-trivial logic. Think out loud before answering to improve accuracy and transparency. Apply whenever the answer is not immediately obvious.