Skills for Real Engineers. Straight from my .agents directory.
cerna-analysis
Agent skill fromaipoch/medical-research-skills
Use when building a ceRNA regulatory network from a key gene list by combining bundled miRNA-mRNA and miRNA-lncRNA database files, with flat-file CSV exports and PDF visualization in a single output directory. NOT for: differential expression, single-cell analysis, enrichment analysis, or workflows without a key gene list.
How to install cerna-analysis
npx skills add aipoch/medical-research-skills# or add only this skill to Claude Code: copy the folder
awesome-med-research-skills/Data Analysis/cerna-analysis/
# into
~/.claude/skills/cerna-analysis/ (all projects)
.claude/skills/cerna-analysis/ (one project)
1# ceRNA Analysis23## When to Use45Use this skill when you need to construct a ceRNA regulatory network from a known key-gene list using the bundled miRNA-mRNA and miRNA-lncRNA reference tables.67Use it for:89- Building a ceRNA network from one gene list and exporting flat CSV plus PDF outputs10- Comparing supported miRNA source modes such as `combined`, `starbase`, or pairwise overlaps11- Re-running the same local workflow with different lncRNA strictness, layout, or plotting parameters1213Do not use it for:1415- Differential expression, single-cell, enrichment, or survival analysis16- Workflows that do not start from a key gene list17- Cases where you want a miRNA-mRNA-only graph without a retained lncRNA ceRNA layer1819## Input Validation2021This skill accepts:2223- A key gene list as a plain-text file (one gene symbol per line) or as a comma-separated string on the CLI24- Optional parameter overrides for dataset mode, lncRNA strictness, layout, colors, and timeout2526If the user's request does not involve building a ceRNA regulatory network from a key gene list — for example, asking to run differential expression, enrichment analysis, single-cell workflows, or survival analysis — do not proceed with the workflow. Instead respond:27…
Excerpt shown under the repository's MIT license.
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