Individual skill
ppi-network-analysis
Use when you need a standardized R CLI workflow to build a protein-protein interaction network from a local gene list and an offline STRING cache, export node and edge tables, and render a reproducible PDF network plot. NOT for online API fetching, arbitrary graph databases, multi-omics integration, or non-STRING interaction sources.
awesome-med-research-skills/Data Analysis/ppi-network-analysis/SKILL.md
Source commit 686e09dfdb45d9fa1a08664f06bb93769b3c9d91
What was checked
- Matches the observed repository HEAD
- Yes
- Scanner rules are current
- Yes
- Repository scan complete
- No
- Skill scan complete
- No
- Observed behavior
- Network or broad shell
- Last checked
- Nov 9, 2026
These are observations at the recorded commit, not a guarantee of safety. Review the source before running it.
Install this skill
Choose an agent in your Stack or copy a command below. Commands fetch the pinned commit and copy only this skill directory. Existing destinations are refused. Copying a command does not install anything.
An install command is unavailable: current rules, complete repository and skill scans, an eligible behavior level and a permitted license are required.
Repository context
- Repository stars (not skill ratings)
- 2,042
- Repository last updated
- Sep 17, 2026
- License
- MIT
Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.
- bioinformatics Repository topic
- computational-biology Repository topic
- data-analysis Repository topic
- ai Repository topic
- biology Repository topic
- cancer-genomics Repository topic
- data-visualization Repository topic
- differential-expression Repository topic
- genomics Repository topic
- medical Repository topic
- operations Derived category
Files and excerpt
File metadata and permitted, redacted excerpts come from the recorded scan. Source links are pinned to that commit.
Browse files
SKILL.mdcore · 8,976 bytesSKILL.mdcore · 8,976 bytesSKILL.mdcore · 8,976 bytesSKILL.mdcore · 8,976 bytesSKILL.mdcore · 8,976 bytesSKILL.mdcore · 8,976 bytesSKILL.mdcore · 8,976 bytesSKILL.mdcore · 8,976 bytesSKILL.mdcore · 8,976 bytesSKILL.mdcore · 8,976 bytesSKILL.mdcore · 8,976 bytesSKILL.mdcore · 8,976 bytesSKILL.mdcore · 8,976 byteseval_report_ppi-network-analysis_result.jsonasset · 17,655 bytesreferences/algorithm.mddoc · 8,393 bytesreferences/cli-guide.mddoc · 8,317 bytesreferences/string_cache/10090.protein.aliases.v11.5.txt.gzasset · 13,598,694 bytesreferences/string_cache/10090.protein.info.v11.5.txt.gzasset · 1,839,554 bytesreferences/string_cache/10090.protein.links.v11.5.txt.gzasset · 84,569,998 bytesreferences/string_cache/9606.protein.aliases.v11.5.txt.gzasset · 21,726,816 bytesreferences/string_cache/9606.protein.info.v11.5.txt.gzasset · 1,901,833 bytesreferences/string_cache/9606.protein.links.v11.5.txt.gzasset · 72,718,210 bytesreferences/troubleshooting.mddoc · 4,344 bytesscripts/cli_options.Rasset · 86 bytesscripts/core_option_groups.Rasset · 1,776 bytesscripts/functions.Rasset · 2,747 bytesscripts/io.Rasset · 3,343 bytesscripts/main.Rruns · 2,075 bytesscripts/option_validation.Rasset · 3,135 bytesscripts/path_utils.Rasset · 2,667 bytesscripts/plot_option_groups.Rasset · 3,983 bytesscripts/recording.Rasset · 173 bytesscripts/run_analysis.Rasset · 1,778 bytesscripts/string_cache.Rasset · 5,122 bytesscripts/utils.Rasset · 1,075 bytesscripts/validation_utils.Rasset · 1,255 bytesscripts/visualization.Rasset · 5,743 bytestests/data/gene_list.csvasset · 48 bytestests/run_tests.Rasset · 347 bytes
Read excerpt
> **Source**: [https://github.com/aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills)
# PPI Network Analysis
## When to Read External Files
| Situation | File to Read | Purpose |
|-----------|--------------|---------|
| Need algorithm details | `references/algorithm.md` | Explain local STRING mapping, interaction filtering, network metrics, and plot interpretation |
| Need to execute the analysis | `scripts/main.R` | Run the CLI entry point with a complete `Rscript` command |
| Encounter an error | `references/troubleshooting.md` | Map standardized error codes to causes and fixes |
| Need CLI examples or baseline usage | `references/cli-guide.md` | Review installation notes, offline cache requirements, and runnable examples |
| Need a runnable smoke test | `tests/data/` | Use the bundled small gene list for verification |
## Usage