Individual skill
academic-abstract-refiner
Refines long medical academic texts into SCI-style unstructured Chinese and English abstracts; use when you need to condense drafts/reports/summaries into bilingual abstracts and generate Summary_Report.md.
scientific-skills/Academic Writing/academic-abstract-refiner/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
- Local scripts
- 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
- 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 · 5,993 bytesSKILL.mdcore · 5,993 bytesSKILL.mdcore · 5,993 bytesSKILL.mdcore · 5,993 bytesSKILL.mdcore · 5,993 bytesSKILL.mdcore · 5,993 bytesSKILL.mdcore · 5,993 bytesSKILL.mdcore · 5,993 bytesacademic-abstract-refiner_audit_result_v2.jsonasset · 12,379 bytesscripts/refine_abstract.pyruns · 1,248 bytesscripts/validate_skill.pyruns · 679 bytes
Read excerpt
> **Source**: [https://github.com/aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills)
## Validation Shortcut
Run this minimal command first to verify the supported execution path:
```bash
python scripts/refine_abstract.py --help
```
# academic-abstract-refiner
## When to Use
- Converting a long medical review draft into a concise, SCI-style unstructured abstract (single paragraph).