nahisaho
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- ▌ Co Scientist Monarch Ontology · nahisahoMonarch ontology skill. Monarch Initiative queries for disease-gene associations, phenotype ontology navigation, cross-species phenotype comparison, and knowledge graph exploration. Use when working with monarch initiative queries for disease-gene associations, phenotype ontology navigation, cross-species phenotype comparison.
- ▌ Co Scientist Network Analysis · nahisahoNetwork analysis skill. NetworkX graph construction, centrality analysis, community detection, network visualization, PPI networks, and correlation network building. Use when working with networkx graph construction, centrality analysis, community detection.
- ▌ Co Scientist Pharmacogenomics · nahisahoPharmacogenomics skill. Genotype-drug response associations, pharmacogenomic variant annotation, dosing guideline integration, and PGx biomarker analysis. Use when working with genotype-drug response associations, pharmacogenomic variant annotation, dosing guideline integration.
- ▌ Co Scientist Preprint Archive · nahisahoPreprint archive skill. bioRxiv/medRxiv/arXiv search, preprint tracking, citation monitoring, and preprint-to-publication linking. Use when working with biorxiv/medrxiv/arxiv search, preprint tracking, citation monitoring.
- ▌ Co Scientist Revision Tracker · nahisahoRevision tracker skill. Manuscript revision tracking, diff generation between drafts, change log maintenance, and reviewer comment integration management. Use when working with manuscript revision tracking, diff generation between drafts, change log maintenance.
- ▌ Co Scientist Scvi Integration · nahisahoscVI integration skill. Deep generative model-based single-cell analysis with scvi-tools, batch correction, cell type annotation, and multi-modal data integration. Use when working with scvi integration skill. deep generative model-based single-cell analysis with scvi-tools, batch correction, cell type annotation.
- ▌ Co Scientist Semantic Scholar · nahisahoSemantic Scholar skill. Academic paper search via Semantic Scholar API, citation graph exploration, author profiling, and research impact metrics retrieval. Use when working with academic paper search via semantic scholar api, citation graph exploration, author profiling.
- ▌ Co Scientist Squidpy Advanced · nahisahoSquidpy advanced skill. Spatial omics analysis with Squidpy: neighborhood enrichment, spatial autocorrelation, ligand-receptor analysis, and image feature extraction. Use when working with spatial omics analysis with squidpy: neighborhood enrichment, spatial autocorrelation, ligand-receptor analysis.
- ▌ Co Scientist Uniprot Proteome · nahisahoUniProt proteome skill. UniProt protein sequence/annotation retrieval, proteome-wide queries, functional annotation extraction, and protein feature analysis. Use when working with uniprot protein sequence/annotation retrieval, proteome-wide queries, functional annotation extraction.
- ▌ Scientific Metagenome Assembled Genomes · nahisaho bundleMetagenome-assembled genomes (MAG) skill. Metagenomic binning, genome quality assessment (CheckM), taxonomic classification, and functional annotation of MAGs.
- ▌ Scientific Proteomics Mass Spectrometry · nahisaho bundleProteomics and mass spectrometry skill. MS data processing, peptide identification, protein quantification (LFQ/TMT/iTRAQ), and proteomics statistical analysis.
- ▌ Co Compliance Control Mapping · nahisaho bundleMaps regulatory requirements to internal controls with ownership assignment. Supports SOC 2, ISO 27001, GDPR, HIPAA, PCI DSS, SOX, NIST frameworks. Use when MAPPING regulations to controls, assigning control ownership, or building a control-to-requirement traceability matrix.
- ▌ Co Enterprise Kpi Diagnostics · nahisahoKPI gap analysis with root cause identification and leading indicator definition. Use when DIAGNOSING performance gaps, analyzing KPI trends, identifying root causes, or defining leading indicators for enterprise transformation tracking.
- ▌ Co Scientist Anomaly Detection · nahisahoAnomaly detection skill. Isolation Forest, LOF, One-Class SVM, autoencoders, statistical control charts, time-series anomaly detection, and multivariate outlier analysis. Use when working with isolation forest, lof, one-class svm.
- ▌ Co Scientist Crossref Metadata · nahisahoCrossref metadata skill. Scholarly publication metadata retrieval, citation count tracking, DOI resolution, funder information extraction, and bibliometric analysis via Crossref API. Use when working with scholarly publication metadata retrieval, citation count tracking, doi resolution.
- ▌ Co Scientist Hgnc Nomenclature · nahisahoHGNC nomenclature skill. Official gene symbol resolution, gene name standardization, symbol history tracking, and gene family classification via HGNC database. Use when working with official gene symbol resolution, gene name standardization, symbol history tracking.
- ▌ Co Scientist Immunoinformatics · nahisahoImmunoinformatics skill. Epitope prediction, MHC binding analysis, TCR/BCR repertoire analysis, immune cell deconvolution, and vaccine design support. Use when working with epitope prediction, mhc binding analysis, tcr/bcr repertoire analysis.
- ▌ Co Scientist Literature Review · nahisaho bundleSystematic literature review and synthesis skill. PRISMA-compliant screening, source evaluation, gap identification, and evidence synthesis from multiple databases. Use when COLLECTING prior research, searching databases, screening papers, synthesizing findings, or identifying research gaps in existing literature.
- ▌ Co Scientist Literature Search · nahisahoLiterature search skill. PubMed/Scopus/Web of Science search strategy design, systematic search query construction, citation screening, and reference manager integration. Use when working with pubmed/scopus/web of science search strategy design, systematic search query construction, citation screening.
- ▌ Co Scientist Ml Classification · nahisahoML classification skill. Binary/multi-class classification, model selection, hyperparameter tuning, cross-validation, metrics evaluation, and classification pipeline orchestration. Use when working with binary/multi-class classification, model selection, hyperparameter tuning.
- ▌ Co Scientist Model Organism DB · nahisahoModel organism database skill. FlyBase/WormBase/SGD/ZFIN/MGI queries, ortholog mapping, phenotype data retrieval, and cross-species gene function comparison. Use when working with flybase/wormbase/sgd/zfin/mgi queries, ortholog mapping, phenotype data retrieval.
- ▌ Co Scientist Molecular Docking · nahisahoMolecular docking skill. AutoDock Vina/SMINA docking simulations, binding pose prediction, scoring function evaluation, virtual screening, and protein-ligand interaction analysis. Use when working with autodock vina/smina docking simulations, binding pose prediction, scoring function evaluation.
- ▌ Co Scientist Parasite Genomics · nahisahoParasite genomics skill. Parasite genome analysis, drug resistance marker identification, population genetics of parasites, and host-parasite interaction genomics. Use when working with parasite genome analysis, drug resistance marker identification, population genetics of parasites.
- ▌ Co Scientist Pharmacovigilance · nahisahoPharmacovigilance skill. Adverse event signal detection, FAERS/VAERS data analysis, disproportionality analysis, and drug safety signal evaluation. Use when working with adverse event signal detection, faers/vaers data analysis, disproportionality analysis.
- ▌ Co Scientist Pipeline Scaffold · nahisahoPipeline scaffold skill. Bioinformatics pipeline scaffolding with Snakemake/Nextflow, workflow configuration, reproducible analysis environment setup. Use when working with bioinformatics pipeline scaffolding with snakemake/nextflow, workflow configuration, reproducible analysis environment setup.
- ▌ Co Scientist Quantum Computing · nahisahoQuantum computing skill. Qiskit/Cirq quantum circuit design, VQE/QAOA algorithms, quantum chemistry simulation, and quantum machine learning experiments. Use when working with qiskit/cirq quantum circuit design, vqe/qaoa algorithms, quantum chemistry simulation.
- ▌ Co Scientist Reactome Pathways · nahisahoReactome pathways skill. Reactome pathway queries, pathway hierarchy navigation, pathway enrichment analysis, and pathway diagram generation. Use when working with reactome pathway queries, pathway hierarchy navigation, pathway enrichment analysis.
- ▌ Co Scientist Research Planning · nahisahoResearch planning and objective structuring skill. Formulates research questions, defines scope and methodology, identifies constraints, and creates actionable plans. Use when STARTING a new research project, defining research scope, choosing methodology, or structuring a research objective into components.
- ▌ Co Scientist Sequence Analysis · nahisahoSequence analysis skill. DNA/RNA/protein sequence alignment, motif discovery, sequence feature extraction, homology search, and sequence comparison tools. Use when working with dna/rna/protein sequence alignment, motif discovery, sequence feature extraction.
- ▌ Co Scientist Survival Clinical · nahisahoSurvival and clinical analysis skill. Kaplan-Meier estimation, Cox proportional hazards, time-to-event analysis, competing risks, and clinical outcome modeling. Use when working with kaplan-meier estimation, cox proportional hazards, time-to-event analysis.
- ▌ Co Scientist Systematic Review · nahisahoSystematic review skill. PRISMA-compliant systematic review workflow, literature screening, data extraction, risk of bias assessment, and evidence synthesis. Use when working with prisma-compliant systematic review workflow, literature screening, data extraction.
- ▌ Co Scientist Transfer Learning · nahisahoTransfer learning skill. Domain adaptation, fine-tuning pretrained models, feature extraction, few-shot learning, and transfer learning strategy selection. Use when working with domain adaptation, fine-tuning pretrained models, feature extraction.
- ▌ Single Skill Generation · nahisahoGenerate the smallest valid Agent Skill package when orchestration is unnecessary. Use when one role can satisfy the request with a single SKILL.md package.
- ▌ Co Compliance Learning Capture · nahisahoCompliance learning capture and knowledge persistence. Records audit insights, control mapping patterns, and regulatory interpretation lessons. Use when FINISHING a compliance engagement, discovering a control mapping pitfall, or recording lessons for future compliance work.
- ▌ Co Compliance Remediation Plan · nahisahoCreates phased remediation plans with milestones, accountability, and tracking. Use when PLANNING corrective actions for compliance gaps, creating remediation roadmaps, assigning remediation owners, or building milestone-based compliance improvement plans.
- ▌ Co Consultant Learning Capture · nahisahoConsulting learning capture and knowledge persistence. Records engagement insights, framework pitfalls, and client-specific patterns from completed consulting tasks. Use when FINISHING a consulting engagement, discovering a framework limitation, resolving an analysis error, or recording lessons for future engagements.
- ▌ Co Diligence Financial Redflags · nahisahoFinancial health screening and red flag detection with scenario analysis. Use when SCREENING financial statements for red flags, analyzing profitability trends, evaluating cash flow health, or identifying scenario-sensitive assumptions in financials.
- ▌ Co Educationalist Feedback · nahisahoGrowth Mindset feedback generation for student work. Effort-focused, specific, and actionable feedback with strengths, growth areas, and next steps. Use when RESPONDING to student assignments, essays, presentations, or projects with constructive, growth-oriented feedback.
- ▌ Co Educationalist Guidance · nahisahoDevelopmental stage-aware student guidance with Erikson, Kohlberg, and Piaget frameworks. Preventive, responsive, and crisis intervention plans with multi-tier support. Use when PLANNING student guidance, behavioral interventions, crisis responses, or counseling support grounded in developmental psychology.
- ▌ Co Enterprise Learning Capture · nahisahoEnterprise transformation learning capture and knowledge persistence. Records transformation insights, initiative pitfalls, and methodology lessons. Use when FINISHING a transformation engagement or recording lessons learned.
- ▌ Co Scientist Clinical Reporting · nahisahoClinical reporting skill. Structured clinical study reports, CONSORT/STROBE compliance, patient demographics tables, efficacy/safety summaries, and regulatory submission formatting. Use when working with structured clinical study reports, consort/strobe compliance, patient demographics tables.
- ▌ Co Scientist Clinical Standards · nahisahoClinical standards skill. CDISC SDTM/ADaM data standards, HL7 FHIR resource mapping, LOINC/SNOMED coding, and regulatory data submission format compliance. Use when working with cdisc sdtm/adam data standards, hl7 fhir resource mapping, loinc/snomed coding.
- ▌ Co Scientist Compound Screening · nahisahoCompound screening skill. High-throughput screening data analysis, hit identification, dose-response curve fitting, Z-factor calculation, and compound library management. Use when working with high-throughput screening data analysis, hit identification, dose-response curve fitting.
- ▌ Co Scientist Data Preprocessing · nahisahoData preprocessing skill. Missing value imputation, outlier detection, normalization, feature scaling, encoding, and data cleaning pipelines for scientific datasets. Use when working with missing value imputation, outlier detection, normalization.
- ▌ Co Scientist Drugbank Resources · nahisahoDrugBank resource skill. Drug information retrieval, drug-target interactions, drug-drug interactions, pharmacological classifications, and clinical indication mapping. Use when working with drug information retrieval, drug-target interactions, drug-drug interactions.
- ▌ Co Scientist Feature Importance · nahisahoFeature importance skill. Permutation importance, SHAP-based feature ranking, mutual information, recursive feature elimination, and feature selection pipelines. Use when working with permutation importance, shap-based feature ranking, mutual information.
- ▌ Co Scientist Federated Learning · nahisahoFederated learning skill. Privacy-preserving distributed model training, federated averaging, differential privacy, secure aggregation, and cross-silo federation. Use when working with privacy-preserving distributed model training, federated averaging, differential privacy.
- ▌ Co Scientist Infectious Disease · nahisahoInfectious disease skill. Pathogen genomics, antimicrobial resistance prediction, epidemiological modeling, phylogenetic tracking, and outbreak analysis pipelines. Use when working with pathogen genomics, antimicrobial resistance prediction, epidemiological modeling.
- ▌ Co Scientist Metabolic Modeling · nahisahoMetabolic modeling skill. Constraint-based metabolic modeling (COBRApy), genome-scale model construction, gene knockout simulation, and metabolic engineering predictions. Use when working with constraint-based metabolic modeling (cobrapy), genome-scale model construction, gene knockout simulation.
- ▌ Co Scientist Pathway Enrichment · nahisahoPathway enrichment skill. GSEA, ORA, KEGG/Reactome/WikiPathways enrichment, gene set analysis, leading-edge analysis, and pathway crosstalk identification. Use when working with gsea, ora, kegg/reactome/wikipathways enrichment.
- ▌ Co Scientist Precision Oncology · nahisahoPrecision oncology skill. Tumor molecular profiling, actionable mutation identification, treatment matching, clinical trial matching, and molecular tumor board support. Use when working with tumor molecular profiling, actionable mutation identification, treatment matching.
- ▌ Co Scientist Public Health Data · nahisahoPublic health data skill. WHO/CDC/national health data retrieval, health indicator analysis, demographic health survey processing, and public health metric calculation. Use when working with who/cdc/national health data retrieval, health indicator analysis, demographic health survey processing.
- ▌ Co Scientist Regulatory Science · nahisahoRegulatory science skill. FDA/EMA regulatory guidance, clinical trial regulation, drug approval pathway analysis, and regulatory document preparation. Use when working with fda/ema regulatory guidance, clinical trial regulation, drug approval pathway analysis.
- ▌ Co Scientist Spatial Multiomics · nahisahoSpatial multi-omics skill. Spatially resolved transcriptomics + proteomics integration, spatial niche identification, and multi-modal spatial data analysis. Use when working with spatially resolved transcriptomics + proteomics integration, spatial niche identification, multi-modal spatial data analysis.
- ▌ Co Scientist String Network API · nahisahoSTRING network API skill. Protein-protein interaction network queries, functional enrichment via STRING, network clustering, and PPI confidence scoring. Use when working with protein-protein interaction network queries, functional enrichment via string, network clustering.
- ▌ Scientific Neuroscience Electrophysiology · nahisaho bundleNeuroscience electrophysiology skill. Spike sorting, LFP analysis, neural oscillation characterization, connectivity analysis, and electrophysiology data preprocessing.
- ▌ Co Consultant Framework Library · nahisaho bundleConsulting framework definitions and selection reference. 53 frameworks across 14 categories including strategy, problem-solving, marketing, and innovation. Use when looking up a framework definition, comparing frameworks, selecting the best framework for a business question, or learning framework usage.
- ▌ Co Consultant Purpose Discovery · nahisahoTrue objective discovery through structured dialogue. 5 Whys analysis, JTBD (Jobs To Be Done), and 6-element structured prompting. Use when STARTING a consulting engagement, clarifying ambiguous business questions, defining the true objective behind a request, or scoping a research project.
- ▌ Co Educationalist Materials · nahisahoInstructional material creation with pedagogical scaffolding and UDL principles. Worksheets, handouts, slides, and visual aids with differentiated access. Use when CREATING teaching materials, worksheets, handouts, slide outlines, or visual aids aligned with lesson objectives and learner needs.
- ▌ Co Scientist Bayesian Statistics · nahisahoBayesian statistics skill. PyMC/Stan/ArviZ-based Bayesian regression, hierarchical models, MCMC sampling, Bayesian optimization, posterior predictive checks, and model comparison. Use when working with pymc/stan/arviz-based bayesian regression, hierarchical models, mcmc sampling.
- ▌ Co Scientist Biomedical Pubtator · nahisahoPubTator biomedical text mining skill. Named entity recognition for genes, diseases, chemicals, mutations, and species from PubMed literature using PubTator3 API. Use when working with named entity recognition for genes, diseases, chemicals.
- ▌ Co Scientist Biothings Idmapping · nahisahoBioThings ID mapping skill. Gene/variant/chemical/disease identifier conversion using MyGene.info, MyVariant.info, and MyChem.info APIs. Use when working with gene/variant/chemical/disease identifier conversion using mygene.info, myvariant.info, mychem.info apis.
- ▌ Co Scientist Cell Line Resources · nahisahoCell line resource skill. Cellosaurus, ATCC, DepMap cell line data retrieval, cell line authentication, STR profiling, and cross-reference between cell line databases. Use when working with cellosaurus, atcc, depmap cell line data retrieval.
- ▌ Co Scientist Chembl Assay Mining · nahisahoChEMBL assay mining skill. Bioactivity data retrieval, target-compound mapping, SAR analysis, assay type classification, and compound potency comparison from ChEMBL database. Use when working with bioactivity data retrieval, target-compound mapping, sar analysis.
- ▌ Co Scientist Depmap Dependencies · nahisahoDepMap dependency skill. Cancer cell line dependency data from DepMap/CRISPR screens, gene essentiality scoring, and functional genomics analysis. Use when working with cancer cell line dependency data from depmap/crispr screens, gene essentiality scoring, functional genomics analysis.
- ▌ Co Scientist Experiment Template · nahisahoExperiment template skill. Standardized experimental protocol generation, reproducible experiment setup, parameter configuration templates, and lab notebook formatting. Use when working with standardized experimental protocol generation, reproducible experiment setup, parameter configuration templates.
- ▌ Co Scientist Experimental Design · nahisahoExperimental design and protocol skill. DOE (Design of Experiments), power analysis, sample size calculation, randomization, control design, and protocol documentation. Use when DESIGNING experiments, calculating sample sizes, choosing factorial designs, planning randomization, or writing experimental protocols.
- ▌ Co Scientist Geospatial Analysis · nahisahoGeospatial analysis skill. Spatial data processing with GeoPandas, coordinate transformations, spatial statistics, map visualization, and geospatial machine learning. Use when working with spatial data processing with geopandas, coordinate transformations, spatial statistics.
- ▌ Co Scientist Human Protein Atlas · nahisahoHuman Protein Atlas skill. Protein expression data retrieval, tissue/cell/pathology atlas queries, subcellular localization, and protein classification from HPA database. Use when working with protein expression data retrieval, tissue/cell/pathology atlas queries, subcellular localization.
- ▌ Co Scientist Hypothesis Pipeline · nahisahoHypothesis pipeline skill. Structured hypothesis generation, testable prediction formulation, experimental design derivation, and hypothesis-driven research workflow orchestration. Use when working with structured hypothesis generation, testable prediction formulation, experimental design derivation.
- ▌ Co Scientist Lab Data Management · nahisahoLab data management skill. Research data organization, metadata management, electronic lab notebook integration, data versioning, and FAIR data compliance. Use when working with research data organization, metadata management, electronic lab notebook integration.
- ▌ Co Scientist Multi Task Learning · nahisahoMulti-task learning skill. Shared representation learning, task-specific heads, gradient balancing, auxiliary task selection, and multi-task model evaluation. Use when working with shared representation learning, task-specific heads, gradient balancing.
- ▌ Co Scientist Ontology Enrichment · nahisahoOntology enrichment skill. GO enrichment analysis, KEGG pathway enrichment, disease ontology enrichment, multiple testing correction, and enrichment visualization. Use when working with go enrichment analysis, kegg pathway enrichment, disease ontology enrichment.
- ▌ Co Scientist Population Genetics · nahisahoPopulation genetics skill. Allele frequency analysis, Hardy-Weinberg testing, Fst/neutrality statistics, population structure (ADMIXTURE/PCA), and demographic inference. Use when working with allele frequency analysis, hardy-weinberg testing, fst/neutrality statistics.
- ▌ Co Scientist Presentation Design · nahisahoPresentation design skill. Scientific slide design, figure layout optimization, conference poster creation, and data visualization for oral presentations. Use when working with scientific slide design, figure layout optimization, conference poster creation.
- ▌ Co Scientist Publication Figures · nahisahoPublication figures skill. Journal-specification figure generation, multi-panel layout, color-blind safe palettes, resolution/DPI compliance, and figure annotation. Use when working with journal-specification figure generation, multi-panel layout, color-blind safe palettes.
- ▌ Co Scientist Regulatory Genomics · nahisahoRegulatory genomics skill. Enhancer/promoter annotation, transcription factor binding, regulatory variant analysis, and chromatin state classification. Use when working with enhancer/promoter annotation, transcription factor binding, regulatory variant analysis.
- ▌ Co Scientist Statistical Testing · nahisahoStatistical testing skill. Frequentist hypothesis testing (t-test, ANOVA, chi-square, nonparametric tests), multiple testing correction, effect size calculation, and power analysis. Use when working with frequentist hypothesis testing (t-test, anova, chi-square, nonparametric tests), multiple testing correction, effect size calculation.
- ▌ Co Scientist Streaming Analytics · nahisahoStreaming analytics skill. Real-time data processing, stream windowing, online learning, event-driven analysis, and streaming aggregation pipelines. Use when working with real-time data processing, stream windowing, online learning.
- ▌ Scientific Gene Expression Transcriptomics · nahisaho bundleGene expression and transcriptomics skill. RNA-seq analysis pipeline, gene quantification, isoform analysis, co-expression networks, and transcriptome-wide association.
- ▌ Co Compliance Evidence Collector · nahisahoDefines evidence requirements, collection cadences, and readiness tracking. Use when PLANNING evidence collection, defining evidence sets per control, setting collection schedules, or assessing evidence readiness for audit.
- ▌ Co Consultant Framework Analysis · nahisaho bundleConsulting framework application with MECE validation and pyramid structuring. 53 frameworks across 14 categories with auto-recommendation by keyword matching. Use when ANALYZING collected data with structured frameworks, applying SWOT/3C/PEST, validating MECE completeness, or structuring findings into pyramid format.
- ▌ Co Educationalist Assessment · nahisaho bundleAssessment design with Bloom's Taxonomy annotation and Constructive Alignment. Rubrics, tests, formative assessment tools with cognitive level distribution. Use when DESIGNING tests, rubrics, quizzes, formative assessments, or evaluation criteria aligned with learning objectives and Bloom's levels.
- ▌ Co Enterprise Roadmap Simulation · nahisahoPhased transformation roadmap with dependency mapping and scenario simulation. Use when PLANNING transformation phases, mapping initiative dependencies, simulating resource allocation scenarios, or building execution timelines.
- ▌ Co Scientist Adaptive Experiments · nahisahoAdaptive experiment design skill. Sequential experiment optimization, Bayesian optimization, multi-armed bandit, response-adaptive randomization, and interim analysis for efficient experimental workflows. Use when working with sequential experiment optimization, bayesian optimization, multi-armed bandit.
- ▌ Co Scientist Alphafold Structures · nahisahoAlphaFold structure prediction skill. Protein structure retrieval from AlphaFold DB, pLDDT confidence scoring, structural alignment, and downstream structural analysis. Use when working with protein structure retrieval from alphafold db, plddt confidence scoring, structural alignment.
- ▌ Co Scientist Biosignal Processing · nahisahoBiosignal processing skill. EEG, ECG, EMG signal processing with filtering, spectral analysis, wavelet transforms, and time-frequency analysis pipelines. Use when working with eeg, ecg, emg signal processing with filtering.
- ▌ Co Scientist Metabolomics Network · nahisahoMetabolomics network skill. Metabolite correlation networks, pathway-level network analysis, metabolite-gene interaction mapping, and multi-omics network integration. Use when working with metabolite correlation networks, pathway-level network analysis, metabolite-gene interaction mapping.
- ▌ Co Scientist Opentargets Genetics · nahisahoOpen Targets Genetics skill. GWAS trait-gene associations, L2G scoring, colocation analysis, and variant-to-gene mapping from Open Targets Genetics portal. Use when working with gwas trait-gene associations, l2g scoring, colocation analysis.
- ▌ Co Scientist Peer Review Response · nahisahoPeer review response skill. Point-by-point response to reviewer comments, revision tracking, rebuttal letter drafting, and manuscript revision management. Use when working with point-by-point response to reviewer comments, revision tracking, rebuttal letter drafting.
- ▌ Co Scientist Pharmacology Targets · nahisahoPharmacology targets skill. Target validation, druggability assessment, target prioritization scoring, and pharmacological target-disease mapping. Use when working with target validation, druggability assessment, target prioritization scoring.
- ▌ Co Scientist Process Optimization · nahisahoProcess optimization skill. Industrial process optimization, response surface methodology, constraint optimization, and process parameter tuning pipelines. Use when working with industrial process optimization, response surface methodology, constraint optimization.
- ▌ Co Scientist Research Methodology · nahisahoResearch methodology skill. Study design planning, sampling strategy selection, measurement validity/reliability assessment, and methodological quality framework. Use when working with study design planning, sampling strategy selection, measurement validity/reliability assessment.
- ▌ Co Scientist Single Cell Genomics · nahisahoSingle-cell genomics skill. scRNA-seq analysis (Scanpy/Seurat), cell clustering, trajectory inference, cell type annotation, and gene regulatory network inference. Use when working with scrna-seq analysis (scanpy/seurat), cell clustering, trajectory inference.
- ▌ Co Scientist Symbolic Mathematics · nahisahoSymbolic mathematics skill. SymPy-based symbolic computation, equation solving, calculus, linear algebra, and mathematical proof assistance. Use when working with sympy-based symbolic computation, equation solving, calculus.
- ▌ Co Diligence Competitive Benchmark · nahisahoCompetitive positioning analysis benchmarking target against direct and adjacent competitors. Use when BENCHMARKING a target company against competitors, analyzing competitive moats, or evaluating market positioning for investment decisions.
- ▌ Co Enterprise Problem Structuring · nahisaho bundleMECE decomposition of ambiguous business problems into decision-ready workstreams. Issue trees, hypothesis generation, and workstream definition. Use when STRUCTURING strategic problems, decomposing transformation challenges, defining workstreams, or framing ambiguous business questions.
- ▌ Co Scientist Clinical Pharmacology · nahisahoClinical pharmacology skill. Dose-response modeling, PK/PD simulation, drug interaction prediction, therapeutic drug monitoring, and population pharmacokinetics. Use when working with dose-response modeling, pk/pd simulation, drug interaction prediction.
- ▌ Co Scientist Drug Target Profiling · nahisahoDrug-target profiling skill. Target identification, binding affinity prediction, selectivity profiling, polypharmacology analysis, and target deconvolution pipelines. Use when working with target identification, binding affinity prediction, selectivity profiling.
- ▌ Co Scientist Environmental Ecology · nahisahoEnvironmental ecology skill. Biodiversity analysis, species distribution modeling, ecological niche analysis, community ecology metrics, and conservation assessment pipelines. Use when working with biodiversity analysis, species distribution modeling, ecological niche analysis.