AIPOCH

Sequence alignment and alignment file processing with Biopython (Bio.Align/Bio.AlignIO), triggered when you need global/local pairwise alignment, MSA read/write/format conversion, or alignment statistics/filtering.

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Use when writing medical school personal statements, residency application essays, fellowship statements, or graduate school admissions essays. Crafts compelling narratives highlighting clinical experiences, research achievements, and career motivations for healthcare education applications.

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Use when creating radiology educational quizzes, preparing board exam questions, or studying medical imaging cases. Generates interactive quizzes with X-ray, CT, MRI, and ultrasound images for medical education.

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Use Bio.Phylo to read/write phylogenetic trees and perform visualization and statistics; use when tree parsing/conversion, pruning/rerooting, distance calculation, or plotting is required.

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Generate structured SOAP notes from clinical narratives, transcripts, or existing notes; use when the user needs de-identified clinical documentation organized into Subjective, Objective, Assessment, and Plan sections, with clear assumptions and review points.

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Draft Diversity, Equity, and Inclusion statements for academic applications.

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Use market access value for academic writing workflows that need structured execution, explicit assumptions, and clear output boundaries.

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Use blind-review-sanitizer for academic writing workflows that need structured anonymization, explicit assumptions, and clear output boundaries for double-blind submission.

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Use medical cv resume builder for academic writing workflows that need structured execution, explicit assumptions, and clear output boundaries.

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Use when creating journal cover images, generating scientific artwork prompts, or designing graphical abstracts. Creates detailed prompts for AI image generators to produce publication-quality scientific visuals.

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EndNote reference formatting workflow — converts [PMID: xxxx] markers in Markdown manuscripts to Word (.docx) using EndNote CWYW-recognized {Author, Year, Title} placeholders, while generating .ris files for automatic import into the local EndNote library. Users click "Update ...

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Transforms rough email drafts into polished, professional medical correspondence.

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Assists researchers with Institutional Review Board (IRB) application tasks, including drafting informed consent documents, reviewing research protocols for compliance, generating application forms, and preparing submission checklists. Use when the user mentions IRB, Instituti...

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Use when optimizing LinkedIn profiles for doctors, physicians, nurses, healthcare professionals, or medical researchers. Crafts compelling headlines, writes professional summaries, integrates healthcare keywords, and builds personal branding for medical careers.

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Zotero reference formatting workflow. Converts [PMID: xxxx] markers in Markdown manuscripts to Word (.docx) with native Zotero field codes (ADDIN ZOTERO_ITEM / ADDIN ZOTERO_BIBL). Users click "Refresh" once in Word to complete formatting. Includes search_styles.py for searchin...

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Use figure reference checker for academic writing workflows that need structured execution, explicit assumptions, and clear output boundaries.

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Generate journal club slides with background, critique, and discussion.

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Generates a meta-analysis baseline characteristics section (text + table) from raw data. Supports Chinese and English. Use when the user provides baseline data and wants a formatted results section.

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Draft IACUC protocol applications with focus on the 3Rs principles justification.

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Use meeting minutes for other workflows that need structured execution, explicit assumptions, and clear output boundaries.

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Use medication adherence message gen for academic writing workflows that need structured execution, explicit assumptions, and clear output boundaries.

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Generates the Methods section for a meta-analysis paper, including search strategy, screening, quality assessment, data extraction, and statistical analysis.

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A multi-stage workflow for writing long-form medical reviews; used when the user needs to build an outline based on PubMed literature, write chapter by chapter, perform supplementary searches, and format citations; input is the review topic and project directory, output is a c...

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Use medical translation for academic writing workflows that need structured execution, explicit assumptions, and clear output boundaries.

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