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End-to-end workflow for top-tier AI/CS conference paper development, from idea framing to rebuttal preparation. Use when users need to draft, rewrite, or audit papers for venues such as NeurIPS, ICML,…
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Assists researchers in generating INPLASY registration content for meta-analyses from a title and optional protocol. Use when the user wants to draft a INPLASY registration form.
Perform pre-experiment calculations and generate step-by-step preparation protocols for dilutions, solution preparation, dissolution, and % concentrations when planning formulations and lab prep workf…
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Register a model service in the managed family — a local model server container the daemon starts/stops on demand, or a remote upstream model API (https). Read the runbook, allocate a port (local only…
Improves medical English precision without changing the underlying facts, evidence boundaries, or intended scientific meaning.
Recover metagenome-assembled genomes (MAGs) from contigs using MetaBAT2, refine with DAS Tool, and assess quality with CheckM2.
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_Repo…
Generates CIOMS I-compliant ICSR narratives from adverse event case data for FDA and EMA regulatory submission. Includes temporal analysis, MedDRA coding, causality assessment using WHO-UMC or Naranjo…
Builds background-gap-objective logic for biomedical manuscript introductions with clear study positioning and disciplined narrative structure.
Converts existing manuscript content into LaTeX format aligned with a target journal, conference, or template while preserving manuscript meaning and structural integrity.
Acknowledges limitations in sample, design, measurement, and validation in a professional way that improves credibility without undermining the whole paper. Use when writing the limitations paragraph …
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Functional annotation of metagenomic data using HUMAnN 3 for pathway abundance, Prokka for gene prediction, and eggNOG-mapper for ortholog assignment.
Complete academic research skill suite covering the full pipeline: paper reading (read/explain papers with storytelling), idea generation (brainstorm research directions), experiment design (plan expe…
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Writes the full Introduction section of a biomedical manuscript based on an approved or sufficiently clear study logic, while preserving evidence boundaries and introduction discipline.
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Meta-analysis frameworks and methods for mediation studies
De novo assembly of metagenomic contigs from short reads using MEGAHIT or metaSPAdes.
Remove host-derived reads from metagenomic samples by aligning to a host reference genome and extracting unmapped pairs.