aipoch-ai

Monitor bioRxiv/medRxiv preprints and academic discussions to identify emerging research hotspots before they appear in mainstream journals

Use when formatting references for journal submission, converting between citation styles (APA, MLA, Vancouver, Chicago), generating bibliographies for manus...

Use when analyzing biotech patent landscapes, identifying white spaces in pharmaceutical IP, tracking competitor patents, or assessing freedom to operate for...

Use semantic consistency auditor for academic writing workflows that need structured execution, explicit assumptions, and clear output boundaries.

Automatically generate NIH 2023-compliant Data Management and Sharing Plan (DMSP) drafts following FAIR principles

Monitor competitor clinical trial progress and alert on market risks

Auto-generates comparison tables for concepts, drugs, or study results in Markdown format.

Simulates behavioral interview questions for medical professionals.

Use when cleaning clinical trial data, preparing data for FDA/EMA submission, standardizing SDTM datasets, handling missing values in clinical studies, detec...

Humanize murine antibody sequences using CDR grafting and framework optimization to reduce immunogenicity while preserving antigen binding. Predicts optimal...

Use sanger chromatogram qa for data analysis workflows that need structured execution, explicit assumptions, and clear output boundaries.

Visualize gene structure with exon-intron diagrams, domain annotations, and mutation position markers. Produces SVG, PNG, or PDF figures suitable for publica...

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

Interpret Alpha and Beta diversity metrics from 16S rRNA sequencing results.

Generate publication-quality sequence logos for DNA or protein motifs.

Generates comprehensive two-sample Mendelian randomization study designs with four workload options from user-specified exposures and outcomes for causal inf...

Generate NIH Biosketch documents compliant with the 2022 OMB-approved.

Design multicolor flow cytometry panels minimizing spectral overlap

Plan cross-time-zone meeting windows for distributed teams, providing region-by-region local time mappings and tradeoff analysis for scheduling decisions.

Assemble 6 sub-figures (A–F) into a high-resolution composite figure with consistent labels, padding, and publication-ready DPI.

Use when optimizing LinkedIn profiles for doctors, physicians, nurses, healthcare professionals, or medical researchers. Crafts compelling headlines, writes...

Grant proposal writing assistant for NIH (R01/R21), NSF and other mainstream funding applications. Triggers when user needs help writing specific aims, resea...

Generates FAQ lists from complex medical policies or protocols. Trigger when user provides medical documents, policies, or protocols and requests FAQ generat...

Use conference poster pitch for academic writing workflows that need structured execution, explicit assumptions, and clear output boundaries.

Analyze data with `pseudotime-trajectory-viz` using a reproducible workflow, explicit validation, and structured outputs for review-ready interpretation.

Process CRISPR screening data to identify essential genes and hit candidates. Performs quality control, statistical analysis (RRA), and hit calling for poole...

Transform unstructured clinical input (dictation, transcripts, or rough notes) into standardized SOAP (Subjective, Objective, Assessment, Plan) medical docum...

Generate USMLE Step 1/2 style clinical cases with patient history, physical.

Generate narrative budget justifications for NIH/NSF applications

Analyze data with `metagenomic-krona-chart` using a reproducible workflow, explicit validation, and structured outputs for review-ready interpretation.

Use when finding open access journals, checking journal policies, or identifying predatory publishers. Helps researchers locate legitimate open access venues...

Use when creating radiology educational quizzes, preparing board exam questions, or studying medical imaging cases. Generates interactive quizzes with X-ray,...

Automated generation of baseline characteristics tables (Table 1) for clinical research papers.

Structures and writes discussion sections for academic papers and research reports. Use when writing a discussion section, interpreting research results, con...

Suggest triage levels (Emergency, Urgent, Outpatient) based on red flag symptoms using a rule-based engine. For AI-assisted decision support only — not a sub...

Check image DPI and intelligently upscale low-resolution images using super-resolution

Transform lengthy academic papers into concise, structured 250-word abstracts capturing background, methods, results, and conclusions. Optimized for research...

Generate photorealistic rendering scripts for PyMOL and UCSF ChimeraX.

Train high-performance medical LLMs on consumer GPUs using parameter-efficient fine-tuning

Filter compound libraries based on Lipinski's Rule of Five for drug-likeness.

Generate hospital discharge summaries from admission data, hospital course, medications, and follow-up plans. Trigger when user needs to create a discharge s...

Convert medical laboratory values between units (mg/dL to mmol/L, etc.) with formula transparency and clinical reference ranges. Supports glucose, cholestero...

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

Generate 3D animation scripts and lay explanations for drug mechanisms.

Generate block randomization lists for RCTs

Map patient symptoms to Human Phenotype Ontology terms for gene diagnosis.

Generate qPCR/ELISA dilution protocols with precise pipetting steps

Generates professional cover letters for journal submissions and job applications in medical and academic contexts.

Analyze physician academic influence and collaboration networks

Predict challenging questions for presentations and prepare responses

Western Blot troubleshooting guide with step-by-step solutions

Advanced sample size and power calculations for complex study designs including survival analysis, clustered designs, and multiple comparisons.

Use when creating biotech pitch decks, translating scientific data for investors, preparing fundraising presentations, or developing investor Q&A. Transforms...

Predict which early-stage biotechnology platforms (PROTAC, mRNA, gene editing, etc.) have the highest potential to become blockbuster therapies. Analyzes cli...

Track manuscript resubmission deadlines and automatically generate phase-appropriate task breakdowns for academic researchers based on remaining time.

A skill for performing sequence alignment using NCBI BLAST API. Supports nucleotide and protein sequence comparison against major biological databases.

Use when planning conference schedules, optimizing session selection at scientific meetings, managing time between presentations, or maximizing networking at...

Calculate breeding timelines and cage requirements for transgenic mouse colonies

Provides correct pronunciation guides for complex drug generic names. Generates phonetic transcriptions using IPA and audio generation markers for medical te...

Prepare input files for molecular docking software, automatically determine Grid Box center and size. Supports AutoDock Vina, AutoDock4, and other mainstream...

Create memory aids for anatomy and pharmacology

Adapt abstracts to meet specific conference word limits and formats

Analyze data with `toxicity-structure-alert` using a reproducible workflow, explicit validation, and structured outputs for review-ready interpretation.

Use when converting medical text between academic and patient-friendly tones, translating medical jargon for patients, adapting research papers for public au...

Batch anonymize DICOM medical images by removing patient sensitive information (name, ID, birth date) while preserving image data for research use. Trigger w...

Search FDA industry guidelines by therapeutic area or topic. Trigger when user requests FDA guidance documents, regulatory guidelines, or asks about FDA requ...

Guide for disposing specific chemical wastes into the correct colored waste containers, with safety precautions and regulatory compliance notes.

Integrate REVEL, CADD, PolyPhen scores to predict variant pathogenicity.

Grammar checking tool for AMA style medical writing

Recommend optimal flow cytometry gating strategies for specific cell types and fluorophores

Recommends appropriate statistical methods (T-test vs ANOVA, etc.) based.

Beautify meta-analysis forest plots with customizable odds ratio points and confidence intervals

Convert physician verbal dictation into structured SOAP notes. Trigger.

Use when mapping patent claims to products, analyzing patent infringement, or preparing freedom-to-operate analyses. Compares patent claims against product f...

Batch extraction of experimental methods from multiple papers for protocol.

Generate graphical abstract layout recommendations based on paper abstracts

Simulate standardized patient encounters for medical training, supporting OSCE-style history-taking practice, communication skills rehearsal, and educational...

Automatically recommend ICD-10 diagnosis codes and CPT procedure codes from clinical notes. Trigger when: user provides clinical notes, patient encounter sum...

Convert written medical content into podcast or video scripts optimized for audio delivery. Transforms academic papers, reports, and educational materials in...

Design CRISPR gRNA sequences for specific gene exons with off-target prediction and efficiency scoring. Trigger when user needs gRNA design, CRISPR guide RNA...

Generate structured shift handover summaries from EHR records, highlighting critical events, vital sign changes, and pending tasks for incoming clinical staff.

Use when creating journal cover images, generating scientific artwork prompts, or designing graphical abstracts. Creates detailed prompts for AI image genera...

Audit medical device technical files against EU MDR 2017/745 regulations.

Score the novelty of biological targets through literature mining and.

Optimize IHC/IF protocols for specific tissues and antigens

Compare patient pre-admission medication lists with inpatient orders to automatically identify omitted or duplicated medications and improve medication safety.

Detect copy number variations from whole genome sequencing data and generate publication-quality genome-wide CNV plots. Supports CNV calling, segmentation, a...

Simulates NIH study section peer review for grant proposals. Triggers when user wants mock review, critique, or evaluation of a grant proposal before submiss...

Check for co-authorship conflicts between authors and suggested reviewers

Generate professional prior authorization request letters for insurance companies with proper clinical justification and formatting.

Professional beautification tool for gene expression heatmaps, automatically adds clustering trees, color annotation tracks, and intelligently optimizes labe...

Add accurate, publication-ready scale bars to microscopy images given pixel-to-unit calibration data.

Use when analyzing FASTQC quality reports from sequencing data, identifying quality issues in NGS datasets, or troubleshooting sequencing problems. Interpret...

Automatically detect and de-identify PII (Personal Identifiable Information) and PHI (Protected Health Information) from clinical/medical text to ensure HIPA...

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

Track lab equipment calibration dates and send maintenance reminders

Predict funding trend shifts using NLP analysis of grant abstracts from NIH, NSF, and Horizon Europe

Generates detailed text descriptions of medical images and charts for.

Write GCP-compliant Standard Operating Procedures for labs and clinical sites

Generates four-tier FAERS study designs comparing user-specified drugs within one SOC for multi-drug safety signal analysis, including workflows and publicat...

Generate PowerPoint presentations and academic posters from paper abstracts or full paper content, with automatic layout optimization and citation formatting.

Beautify FACS gating plots for publication

Generates four-tiered network toxicology and molecular docking research designs for a toxicant-disease pair, including workflows, validations, and publicatio...

Polishes response letters by transforming defensive or harsh language.

Design gene circuits for synthetic biology applications

Map spatial transcriptomics data from 10x Genomics Visium/Xenium onto.

Generate single-cell RNA-seq analysis code templates for Seurat and Scanpy, supporting QC, clustering, visualization, and downstream analysis. Trigger when u...

Automated abstract screening tool for systematic literature reviews with PRISMA workflow support.

Generate PyMOL scripts to highlight specific protein residues in PDB structures. Use this skill when the user needs to visualize specific amino acid residues...

Mine unstructured clinical text from MIMIC-IV to extract diagnostic logic.

Use when identifying seminal papers in a research field, mapping research lineage and intellectual heritage, discovering related work through reference track...

Extracts and summarizes key takeaways from documents, meeting notes, articles, and other text content. Use when the user asks for summaries, bullet points, m...

Build complex Boolean query strings for precise PubMed/MEDLINE literature retrieval. Trigger when user needs MeSH term mapping, Boolean query construction, a...

One-click synchronization and standardization of reference formats in literature management tools, intelligently fixing metadata errors.

Assists researchers with Institutional Review Board (IRB) application tasks, including drafting informed consent documents, reviewing research protocols for...

Draft professional follow-up emails to contacts made at conferences - not too pushy, but memorable.

Generate structured agendas for mentor-student one-on-one meetings

Scan reagent barcodes or IDs, log expiration dates, and generate multi-level alerts before reagent expiry to support laboratory inventory management.

Detect image duplication and tampering in manuscript figures using computer vision algorithms

Generate ethical, compliant, and patient-friendly recruitment advertisements for clinical trials.

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

Use when creating forest plots for meta-analyses, visualizing effect sizes across studies, or generating publication-ready meta-analysis figures. Produces hi...

Generate interactive anatomy quizzes for medical education with multiple question types, difficulty levels, and anatomical regions. Supports gross anatomy, n...

Analyze laboratory alumni career trajectories and outcomes to provide data-driven career guidance for current students and postdocs. Tracks industry vs acade...

Analyze data with `adme-property-predictor` using a reproducible workflow, explicit validation, and structured outputs for review-ready interpretation.

Summarize core safety information from Investigator's Brochures for clinical researchers

Use study limitations drafter for academic writing workflows that need structured execution, explicit assumptions, and clear output boundaries.

Use when interpreting scientific graphs and charts, explaining data visualizations for research presentations, writing figure captions for publications, or a...

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

Show journal impact factor and quartile trends over 5 years.

Generate medical referral letters with patient summary, reason for referral.

Automatically identify Western Blot gel bands, perform densitometric analysis, and calculate normalized values relative to loading controls.

Helps faculty and mentors draft standardized recommendation letters for.

Mock interview preparation tool for residency Match interviews. Generates.

Converts complex medical abstracts into plain language summaries for.

Use when writing medical school personal statements, residency application essays, fellowship statements, or graduate school admissions essays. Crafts compel...

Analyze data with `phylogenetic-tree-styler` using a reproducible workflow, explicit validation, and structured outputs for review-ready interpretation.

Track and retrieve sample locations in -80°C freezers with hierarchical storage organization. Trigger conditions: - User needs to record sample storage posit...

Map unstructured biomedical text to standardized ontologies (SNOMED CT.

Design and simulate adaptive clinical trials with interim analyses, sample size re-estimation, and early stopping rules. Evaluate Type I error control, power...

Calculate temperature excursion risks for cold chain transport. Assesses route risk, packaging suitability, and monitoring requirements for biological sample...

Use outlier detection handler for data analysis workflows that need structured execution, explicit assumptions, and clear output boundaries.

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

Auto-annotate cell clusters from single-cell RNA data using marker genes.

Disambiguate medical acronyms and abbreviations with context-aware full form lookup. Resolves ambiguous abbreviations (e.g., 'PID' = Pelvic Inflammatory Dise...

Assess translational gaps between preclinical models and human diseases.

Convert medical textbook content, lecture notes, and study materials into Anki flashcards using spaced repetition optimization. Supports multiple card types...

Generates Mermaid flowchart code and visual diagrams for pathophysiological.

Use when drafting patient discharge summaries, creating personalized discharge instructions, simulating post-discharge outcomes, reducing hospital readmissio...

Use pathology roi selector for data analysis workflows that need structured execution, explicit assumptions, and clear output boundaries.

Convert complex Venn diagrams with more than 4 sets to clearer Upset.

Check if referenced bioinformatics software/code licenses allow commercial use (GPL vs MIT, etc.).

Design multi-omics integration strategies for transcriptomics, proteomics, and metabolomics data analysis

NIH funding trend analysis to identify high-priority research areas

Track lab equipment calibration dates and send maintenance reminders for pipettes, balances, centrifuges, and other instruments. Validates date formats and s...

Generate NIH Biosketch documents compliant with the 2022 OMB-approved.

Build digital twin patient models to test drug efficacy and toxicity in virtual environments

Use when identifying collaboration opportunities across fields, finding experts in complementary disciplines, translating methodologies between scientific do...

Use smart journal monitor for evidence insight workflows that need structured execution, explicit assumptions, and clear output boundaries.

Use rebuttal letter strategist for academic writing workflows that need structured execution, explicit assumptions, and clear output boundaries.

Analyze data with `survival-curve-risk-table` using a reproducible workflow, explicit validation, and structured outputs for review-ready interpretation.

Generate and optimize clinical trial subject inclusion/exclusion criteria to balance scientific rigor with recruitment feasibility. Trigger when users need t...

Basic sample size calculator for clinical research planning with common statistical scenarios

Automatically summarize scientific podcasts like Huberman Lab and Nature.

Generate standardized experiment templates for Electronic Laboratory Notebooks

Convert between IUPAC names, SMILES strings, and molecular formulas for chemical compounds. Supports structure validation, identifier interconversion, and ch...

Draft Diversity, Equity, and Inclusion statements for academic applications

Virtual gene knockout simulation using foundation models to predict transcriptional changes

Find validated alternative reagents based on literature citation data.

Calculate Body Mass Index (BMI) and Body Surface Area (BSA) for clinical assessment and drug dosing. Supports multiple BSA formulas (DuBois, Mosteller, Hayco...

Check primers for dimers, hairpins, and off-target amplification

Design clinical trial CRFs with proper validation rules

Use when determining author order on research manuscripts, assigning CRediT contributor roles for transparency, documenting individual contributions to colla...

Monitor and summarize competitor clinical trial status changes from ClinicalTrials.gov. Trigger: When user asks to track clinical trials, monitor trial statu...

Calculate cold chain transport risks

Check figure references in manuscripts

Automatically scan document reference lists and check against Retraction.

Uses analogies to explain complex medical concepts in accessible terms.

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

Generate CIOMS-compliant adverse event narratives for Individual Case Safety Reports (ICSR). Creates structured pharmacovigilance documents following CIOMS I...

Create project timeline visualizations for grant proposals

Transforms rough email drafts into polished, professional medical correspondence.

Use when refactoring research code for publication, adding documentation to existing analysis scripts, creating reproducible computational workflows, or prep...

Design dashboard layout sketches for clinical trials showing enrollment progress and adverse event rates

AI-powered EHR summarization using Transformer architecture to extract key clinical information from lengthy medical records

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

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

Determine whether an incident in a clinical trial is a "major deviation.