Individual skill
phenotype-introduction
Expert system for generating comprehensive biomedical phenotype introductions with structured academic content. Use when users request detailed explanations of cellular phenotypes including concept, mechanism, regulation, and detection methods in Chinese academic writing.
scientific-skills/Evidence Insight/phenotype-introduction/SKILL.md
Source commit 686e09dfdb45d9fa1a08664f06bb93769b3c9d91
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- Matches the observed repository HEAD
- Yes
- Scanner rules are current
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- Repository scan complete
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- Observed behavior
- Local scripts
- Last checked
- Nov 9, 2026
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Repository context
- Repository stars (not skill ratings)
- 2,037
- 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
- writing Derived category
- research Derived category
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Browse files
SKILL.mdcore · 5,927 bytesSKILL.mdcore · 5,927 bytesSKILL.mdcore · 5,927 bytesassets/example_asset.txtdoc · 889 bytesphenotype-introduction_audit_result_v1.jsonasset · 12,671 bytesreferences/academic_writing_guide.mddoc · 3,604 bytesreferences/api_reference.mddoc · 1,007 bytesscripts/example.pyruns · 622 bytesscripts/validate_word_count.pyruns · 5,723 bytes
Read excerpt
> **Source**: [https://github.com/aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills)
# Phenotype Introduction
## When to Use
- Use this skill when you need "expert system for generating comprehensive biomedical phenotype introductions with structured academic content. use when users request detailed explanations of cellular phenotypes including concept, mechanism, regulation, and detection methods in chinese academic writing." in a reproducible workflow.
- Use this skill when a evidence insight task needs a packaged method instead of ad-hoc freeform output.
- Use this skill when the user expects a concrete deliverable, validation step, or file-based result.
- Use this skill when `scripts/example.py` is the most direct path to complete the request.
- Use this skill when you need the `phenotype-introduction` package behavior rather than a generic answer.
## Key Features
- Scope-focused workflow aligned to: "Expert system for generating comprehensive biomedical phenotype introductions with structured academic content. Use when users request detailed explanations of cellular phenotypes including concept, mechanism, regulation, and detection methods in Chinese academic writing.".