Individual skill
graph-interpretation
Use when interpreting scientific graphs and charts, explaining data visualizations for research presentations, writing figure captions for publications, or analyzing trends in clinical research data. Converts complex visual data into clear, accurate explanations for academic papers, clinical reports, and public presentations.
scientific-skills/Academic Writing/graph-interpretation/SKILL.md
Source commit 686e09dfdb45d9fa1a08664f06bb93769b3c9d91
What was checked
- Matches the observed repository HEAD
- Yes
- Scanner rules are current
- No
- Repository scan complete
- No
- Skill scan complete
- No
- Observed behavior
- Not checked yet
- 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)
- 2,043
- 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
- research 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 · 13,656 bytesSKILL.mdcore · 13,656 bytesSKILL.mdcore · 13,656 bytesSKILL.mdcore · 13,656 bytesSKILL.mdcore · 13,656 bytesSKILL.mdcore · 13,656 bytesSKILL.mdcore · 13,656 bytesSKILL.mdcore · 13,656 bytesSKILL.mdcore · 13,656 bytesSKILL.mdcore · 13,656 bytesSKILL.mdcore · 13,656 bytesSKILL.mdcore · 13,656 bytesSKILL.mdcore · 13,656 bytesSKILL.mdcore · 13,656 bytesSKILL.mdcore · 13,656 bytesSKILL.mdcore · 13,656 bytesSKILL.mdcore · 13,656 bytesSKILL.mdcore · 13,656 bytesgraph-interpretation_audit_result_v1.jsonasset · 12,974 bytesreferences/guidelines.mddoc · 123 bytesscripts/main.pyruns · 1,080 bytestile.jsonasset · 308 bytes
Read excerpt
> **Source**: [https://github.com/aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills)
# Scientific Graph Interpreter
Interpret and explain scientific graphs, charts, and data visualizations for research publications, clinical presentations, and academic communications with precision and clarity.
## When to Use
- Use this skill when the task needs Use when interpreting scientific graphs and charts, explaining data visualizations for research presentations, writing figure captions for publications, or analyzing trends in clinical research data. Converts complex visual data into clear, accurate explanations for academic papers, clinical reports, and public presentations.
- Use this skill for academic writing tasks that require explicit assumptions, bounded scope, and a reproducible output format.
- Use this skill when you need a documented fallback path for missing inputs, execution errors, or partial evidence.
## Key Features
- Scope-focused workflow aligned to: Use when interpreting scientific graphs and charts, explaining data visualizations for research presentations, writing figure captions for publications, or analyzing trends in clinical research data. Converts complex visual data into clear, accurate explanations for academic papers, clinical reports, and public presentations.