nahisaho
- 629 skills
- 0 followers
- 1 day ago last updated
- ▌ Co Educationalist Learning Capture · nahisahoEducation learning capture and pedagogy knowledge persistence. Records instructional insights, theory application lessons, and curriculum pitfalls. Use when FINISHING an education task, discovering a pedagogy limitation, or recording lessons for future instructional design sessions.
- ▌ Co Scientist Epidemiology Public Health · nahisahoEpidemiology and public health skill. Disease surveillance, outbreak analysis, incidence/prevalence estimation, risk factor analysis, and population health metrics. Use when working with disease surveillance, outbreak analysis, incidence/prevalence estimation.
- ▌ Co Scientist Materials Characterization · nahisahoMaterials characterization skill. XRD pattern analysis, SEM/TEM image processing, spectroscopy data analysis (XPS/FTIR/Raman), and materials property database queries. Use when working with xrd pattern analysis, sem/tem image processing, spectroscopy data analysis (xps/ftir/raman).
- ▌ Co Scientist Neural Architecture Search · nahisahoNeural architecture search (NAS) skill. Architecture space definition, search strategy implementation, performance estimation, and efficient NAS methods (DARTS/ENAS). Use when working with architecture space definition, search strategy implementation, performance estimation.
- ▌ Co Scientist Protein Structure Analysis · nahisahoProtein structure analysis skill. PDB structure retrieval, structural alignment (TM-align), binding site analysis, and structure-function relationship exploration. Use when working with pdb structure retrieval, structural alignment (tm-align), binding site analysis.
- ▌ Co Scientist Uncertainty Quantification · nahisahoUncertainty quantification skill. Aleatory/epistemic uncertainty estimation, ensemble uncertainty, conformal prediction, calibration, and uncertainty propagation. Use when working with aleatory/epistemic uncertainty estimation, ensemble uncertainty, conformal prediction.
- ▌ Co Consultant Acn Framework Library · nahisaho bundleAccenture-specific framework definitions and selection reference. 11 frameworks covering organization, cost, transformation, strategy, operations. Use when looking up ACN framework definitions, comparing frameworks, or selecting the best ACN framework for a business question.
- ▌ Co Consultant Acn Purpose Discovery · nahisahoTrue objective discovery for Accenture-style consulting engagements. Structured dialogue with 5 Whys and JTBD analysis. Use when STARTING a ACN consulting engagement, clarifying business questions, or defining the true objective behind a client request.
- ▌ Co Consultant Bcg Framework Library · nahisaho bundleBCG-specific framework definitions and selection reference. 12 frameworks covering finance, cost, strategy, operations, transformation, problem-solving, growth. Use when looking up BCG framework definitions, comparing frameworks, or selecting the best BCG framework for a business question.
- ▌ Co Consultant Bcg Purpose Discovery · nahisahoTrue objective discovery for BCG-style consulting engagements. Structured dialogue with 5 Whys and JTBD analysis. Use when STARTING a BCG consulting engagement, clarifying business questions, or defining the true objective behind a client request.
- ▌ Co Consultant Mck Framework Library · nahisaho bundleMcKinsey-specific framework definitions and selection reference. 9 frameworks covering organization, cost, strategy, problem-solving, communication, growth. Use when looking up MCK framework definitions, comparing frameworks, or selecting the best MCK framework for a business question.
- ▌ Co Consultant Mck Purpose Discovery · nahisahoTrue objective discovery for McKinsey-style consulting engagements. Structured dialogue with 5 Whys and JTBD analysis. Use when STARTING a MCK consulting engagement, clarifying business questions, or defining the true objective behind a client request.
- ▌ Co Consultant Pwc Framework Library · nahisaho bundlePwC-specific framework definitions and selection reference. 6 frameworks covering impact, transformation, cost, strategy, deal, risk. Use when looking up PWC framework definitions, comparing frameworks, or selecting the best PWC framework for a business question.
- ▌ Co Consultant Pwc Purpose Discovery · nahisahoTrue objective discovery for PwC-style consulting engagements. Structured dialogue with 5 Whys and JTBD analysis. Use when STARTING a PWC consulting engagement, clarifying business questions, or defining the true objective behind a client request.
- ▌ Co Enterprise Initiative Prioritization · nahisaho bundleInitiative scoring and prioritization by impact, feasibility, risk, and strategic fit. Weighted scoring matrix with portfolio visualization. Use when PRIORITIZING transformation initiatives, scoring project portfolios, allocating resources across programs, or evaluating strategic fit of proposals.
- ▌ Co Scientist Protein Interaction Network · nahisahoProtein interaction network skill. STRING/BioGRID PPI data integration, interaction confidence scoring, network topology analysis, and protein complex identification. Use when working with string/biogrid ppi data integration, interaction confidence scoring, network topology analysis.
- ▌ Co Consultant Acn Framework Analysis · nahisaho bundleAccenture-specific framework application with MECE validation and pyramid structuring. 11 frameworks including DX Strategy Framework, Digital Maturity Assessment, Technology Vision, Zero-Based Budgeting (ZBB). Use when ANALYZING data with ACN frameworks, applying ACN-specific methodologies, or structuring findings for Accenture-style deliverables.
- ▌ Co Consultant Bcg Framework Analysis · nahisaho bundleBCG-specific framework application with MECE validation and pyramid structuring. 12 frameworks including BCG Growth-Share Matrix, BCG Experience Curve, BCG Strategy Palette, Hypothesis-Driven Approach. Use when ANALYZING data with BCG frameworks, applying BCG-specific methodologies, or structuring findings for BCG-style deliverables.
- ▌ Co Consultant Mck Framework Analysis · nahisaho bundleMcKinsey-specific framework application with MECE validation and pyramid structuring. 9 frameworks including McKinsey 7S, Hypothesis-Driven Approach, Issue Tree, Pyramid Principle (Minto). Use when ANALYZING data with MCK frameworks, applying MCK-specific methodologies, or structuring findings for McKinsey-style deliverables.
- ▌ Co Consultant Pwc Framework Analysis · nahisaho bundlePwC-specific framework application with MECE validation and pyramid structuring. 6 frameworks including Fit for Growth, Strategy& (Capability-Driven), BXT (Business Experience Technology), TIMM (Total Impact). Use when ANALYZING data with PWC frameworks, applying PWC-specific methodologies, or structuring findings for PwC-style deliverables.
- ▌ Co Scientist Metagenome Assembled Genomes · nahisahoMetagenome-assembled genomes (MAG) skill. Metagenomic binning, genome quality assessment (CheckM), taxonomic classification, and functional annotation of MAGs. Use when working with metagenomic binning, genome quality assessment (checkm), taxonomic classification.
- ▌ Co Scientist Proteomics Mass Spectrometry · nahisahoProteomics and mass spectrometry skill. MS data processing, peptide identification, protein quantification (LFQ/TMT/iTRAQ), and proteomics statistical analysis. Use when working with ms data processing, peptide identification, protein quantification (lfq/tmt/itraq).
- ▌ Co Scientist Neuroscience Electrophysiology · nahisahoNeuroscience electrophysiology skill. Spike sorting, LFP analysis, neural oscillation characterization, connectivity analysis, and electrophysiology data preprocessing. Use when working with spike sorting, lfp analysis, neural oscillation characterization.
- ▌ Co Scientist Gene Expression Transcriptomics · nahisahoGene expression and transcriptomics skill. RNA-seq analysis pipeline, gene quantification, isoform analysis, co-expression networks, and transcriptome-wide association. Use when working with rna-seq analysis pipeline, gene quantification, isoform analysis.
- ▌ Learning Activity Generator · nahisaho bundleGenerates aligned learning activities for engagement and retention.
- ▌ Learning Curriculum Builder · nahisaho bundleBuilds sequenced curriculum structures with scaffolding and pacing.
- ▌ Learning Objective Designer · nahisaho bundleDesigns measurable learning objectives aligned with learner outcomes.
- ▌ Scientific Active Learning · nahisaho bundleActive learning skill. Uncertainty sampling, Query-by-Committee, expected model change, pool-based/stream-based, batch active learning, GP-based active learning with ARD-RBF kernel, dimension-adaptive convergence, stopping criteria, and model improvement pipeline.
- ▌ Scientific Cancer Genomics · nahisaho bundleCancer genomics skill. Somatic mutation analysis, copy number variation, tumor mutational burden, microsatellite instability, driver gene identification, and oncological pathway analysis.
- ▌ Scientific Cheminformatics · nahisaho bundleCheminformatics skill. RDKit molecular property calculation, SMILES/InChI handling, molecular fingerprints, substructure search, chemical similarity, and ADMET prediction.
- ▌ Scientific Critical Review · nahisaho bundleCritical review skill. Systematic assessment of research quality, experimental rigor evaluation, statistical claim verification, and comprehensive peer review analysis.
- ▌ Scientific Data Simulation · nahisaho bundleData simulation skill. Synthetic data generation, Monte Carlo simulation, bootstrap resampling, parametric/non-parametric simulation, and power analysis via simulation.
- ▌ Scientific Data Submission · nahisaho bundleData submission skill. GEO/SRA/ENA/DDBJ data deposition, metadata preparation, compliance with FAIR principles, and repository-specific format conversion.
- ▌ Scientific Eda Correlation · nahisaho bundleEDA and correlation analysis skill. Exploratory data analysis, correlation matrices, distribution visualization, multivariate analysis, and automated EDA report generation.
- ▌ Scientific Experiment Fork · nahisaho bundleExperiment forking skill. A/B test branching, experiment versioning, parameter variation management, and parallel experimental workflow orchestration.
- ▌ Scientific Gnomad Variants · nahisaho bundlegnomAD variant skill. Population allele frequency queries, variant filtering, loss-of-function constraint metrics, and clinical variant annotation from gnomAD database.
- ▌ Scientific Latex Formatter · nahisaho bundleLaTeX formatter skill. LaTeX document formatting, equation typesetting, table formatting, figure placement optimization, and style file customization.
- ▌ Scientific Medical Imaging · nahisaho bundleMedical imaging skill. DICOM processing, image segmentation (U-Net), classification, registration, radiomics feature extraction, and clinical imaging pipeline development.
- ▌ Scientific Metabolic Atlas · nahisaho bundleMetabolic atlas skill. Genome-scale metabolic model queries, metabolic pathway visualization, flux balance analysis results, and cross-species metabolic comparison.
- ▌ Scientific Nci60 Screening · nahisaho bundleNCI-60 screening skill. NCI-60 cancer cell line panel data analysis, drug sensitivity profiling, COMPARE algorithm, and multi-drug response comparison.
- ▌ Scientific Rcsb Pdb Search · nahisaho bundleRCSB PDB search skill. Protein Data Bank structure search, advanced query construction, structure clustering, and PDB data retrieval/parsing.
- ▌ Scientific Spectral Signal · nahisaho bundleSpectral signal processing skill. Spectroscopy data analysis (UV-Vis/NMR/MS), peak detection, spectral deconvolution, and signal-to-noise optimization.
- ▌ Scientific Systems Biology · nahisaho bundleSystems biology skill. Network modeling, flux balance analysis, dynamical systems simulation, and multi-scale biological system analysis.
- ▌ Scientific Text Mining Nlp · nahisaho bundleText mining and NLP skill. Scientific text mining, named entity recognition, relation extraction, topic modeling, and biomedical NLP pipelines.
- ▌ Validator · nahisahoValidate generated Agent Skills outputs before packaging or release recommendations. Use when checking frontmatter, naming, file completeness, suite topology, or ZIP readiness.
- ▌ Compliance Control Mapping · nahisaho bundleMaps regulations and frameworks to internal controls and ownership.
- ▌ Context Manager · nahisahoManage session context and handoffs across educationalist sub-skills. Use when outputs from one education workflow need to be reused, summarized, or validated by another.
- ▌ Enterprise Kpi Diagnostics · nahisaho bundleAnalyzes KPI gaps and identifies root causes and leading indicators.
- ▌ Scientific Academic Writing · nahisaho bundleAcademic paper writing skill. Supports IMRaD standard, Nature/Science, ACS, IEEE, and Elsevier journal formats with section design, writing patterns, and citation management.
- ▌ Scientific Advanced Imaging · nahisaho bundleAdvanced imaging analysis skill. Microscopy image processing, segmentation, super-resolution, 3D reconstruction, fluorescence quantification, and multi-channel analysis pipelines.
- ▌ Scientific Causal Inference · nahisaho bundleCausal inference skill. DoWhy/EconML-based causal analysis, propensity score matching, instrumental variables, difference-in-differences, regression discontinuity, and DAG-based causal reasoning.
- ▌ Scientific Cellxgene Census · nahisaho bundleCellxGene Census skill. Single-cell RNA-seq data retrieval from CZ CELLxGENE, cell type annotation, cross-dataset comparison, and gene expression atlas queries.
- ▌ Scientific Citation Checker · nahisaho bundleCitation checking skill. Reference validation, DOI verification, retraction detection, citation consistency checking, and bibliography formatting compliance.
- ▌ Scientific Clingen Curation · nahisaho bundleClinGen curation skill. Gene-disease validity classification, variant pathogenicity assessment, dosage sensitivity, and clinical actionability curation using ClinGen resources.
- ▌ Scientific Disease Research · nahisaho bundleDisease research skill. Disease ontology queries, phenotype-genotype associations, clinical feature extraction, and disease mechanism pathway analysis.
- ▌ Scientific Drug Repurposing · nahisaho bundleDrug repurposing skill. Computational drug repositioning, network-based prediction, molecular similarity-based repurposing, and clinical trial evidence mining for new indications.
- ▌ Scientific Ensembl Genomics · nahisaho bundleEnsembl genomics skill. Genome browser API queries, gene annotation retrieval, variant effect prediction, comparative genomics, and regulatory feature mapping via Ensembl REST API.
- ▌ Scientific Ensemble Methods · nahisaho bundleEnsemble methods skill. Random forests, gradient boosting (XGBoost/LightGBM/CatBoost), stacking, blending, voting classifiers, and ensemble model interpretation.
- ▌ Scientific Human Cell Atlas · nahisaho bundleHuman Cell Atlas skill. HCA data portal queries, cell type reference mapping, organ-specific cell atlases, and single-cell study integration across the Human Cell Atlas project.
- ▌ Scientific Icgc Cancer Data · nahisaho bundleICGC cancer data skill. International Cancer Genome Consortium data retrieval, pan-cancer mutation analysis, driver mutation identification, and multi-project comparison.
- ▌ Scientific Model Monitoring · nahisaho bundleModel monitoring skill. ML model performance tracking, data drift detection, prediction quality monitoring, model degradation alerts, and A/B test monitoring.
- ▌ Scientific Monarch Ontology · nahisaho bundleMonarch ontology skill. Monarch Initiative queries for disease-gene associations, phenotype ontology navigation, cross-species phenotype comparison, and knowledge graph exploration.
- ▌ Scientific Network Analysis · nahisaho bundleNetwork analysis skill. NetworkX graph construction, centrality analysis, community detection, network visualization, PPI networks, and correlation network building.
- ▌ Scientific Pharmacogenomics · nahisaho bundlePharmacogenomics skill. Genotype-drug response associations, pharmacogenomic variant annotation, dosing guideline integration, and PGx biomarker analysis.
- ▌ Scientific Preprint Archive · nahisaho bundlePreprint archive skill. bioRxiv/medRxiv/arXiv search, preprint tracking, citation monitoring, and preprint-to-publication linking.
- ▌ Scientific Revision Tracker · nahisaho bundleRevision tracker skill. Manuscript revision tracking, diff generation between drafts, change log maintenance, and reviewer comment integration management.
- ▌ Scientific Scvi Integration · nahisaho bundlescVI integration skill. Deep generative model-based single-cell analysis with scvi-tools, batch correction, cell type annotation, and multi-modal data integration.
- ▌ Scientific Semantic Scholar · nahisaho bundleSemantic Scholar skill. Academic paper search via Semantic Scholar API, citation graph exploration, author profiling, and research impact metrics retrieval.
- ▌ Scientific Squidpy Advanced · nahisaho bundleSquidpy advanced skill. Spatial omics analysis with Squidpy: neighborhood enrichment, spatial autocorrelation, ligand-receptor analysis, and image feature extraction.
- ▌ Scientific Uniprot Proteome · nahisaho bundleUniProt proteome skill. UniProt protein sequence/annotation retrieval, proteome-wide queries, functional annotation extraction, and protein feature analysis.
- ▌ Co Sales Deep Research · nahisahoDeep market and competitive research with web_search, /research command, and MCP. Industry analysis, competitive intelligence, market sizing, and trend identification. Use when CONDUCTING market research, competitive deep dives, industry analysis, or gathering evidence for business cases.
- ▌ Compliance Remediation Plan · nahisaho bundleCreates phased remediation plans with milestones and accountability.
- ▌ Diligence Financial Redflags · nahisaho bundleHighlights financial red flags and scenario-sensitive assumptions.
- ▌ Scientific Anomaly Detection · nahisaho bundleAnomaly detection skill. Isolation Forest, LOF, One-Class SVM, autoencoders, statistical control charts, time-series anomaly detection, and multivariate outlier analysis.
- ▌ Scientific Crossref Metadata · nahisaho bundleCrossref metadata skill. Scholarly publication metadata retrieval, citation count tracking, DOI resolution, funder information extraction, and bibliometric analysis via Crossref API.
- ▌ Scientific Hgnc Nomenclature · nahisaho bundleHGNC nomenclature skill. Official gene symbol resolution, gene name standardization, symbol history tracking, and gene family classification via HGNC database.
- ▌ Scientific Immunoinformatics · nahisaho bundleImmunoinformatics skill. Epitope prediction, MHC binding analysis, TCR/BCR repertoire analysis, immune cell deconvolution, and vaccine design support.
- ▌ Scientific Literature Search · nahisaho bundleLiterature search skill. PubMed/Scopus/Web of Science search strategy design, systematic search query construction, citation screening, and reference manager integration.
- ▌ Scientific Ml Classification · nahisaho bundleML classification skill. Binary/multi-class classification, model selection, hyperparameter tuning, cross-validation, metrics evaluation, and classification pipeline orchestration.
- ▌ Scientific Model Organism DB · nahisaho bundleModel organism database skill. FlyBase/WormBase/SGD/ZFIN/MGI queries, ortholog mapping, phenotype data retrieval, and cross-species gene function comparison.
- ▌ Scientific Molecular Docking · nahisaho bundleMolecular docking skill. AutoDock Vina/SMINA docking simulations, binding pose prediction, scoring function evaluation, virtual screening, and protein-ligand interaction analysis.
- ▌ Scientific Parasite Genomics · nahisaho bundleParasite genomics skill. Parasite genome analysis, drug resistance marker identification, population genetics of parasites, and host-parasite interaction genomics.
- ▌ Scientific Pharmacovigilance · nahisaho bundlePharmacovigilance skill. Adverse event signal detection, FAERS/VAERS data analysis, disproportionality analysis, and drug safety signal evaluation.
- ▌ Scientific Pipeline Scaffold · nahisaho bundlePipeline scaffold skill. Bioinformatics pipeline scaffolding with Snakemake/Nextflow, workflow configuration, reproducible analysis environment setup.
- ▌ Scientific Quantum Computing · nahisaho bundleQuantum computing skill. Qiskit/Cirq quantum circuit design, VQE/QAOA algorithms, quantum chemistry simulation, and quantum machine learning experiments.
- ▌ Scientific Reactome Pathways · nahisaho bundleReactome pathways skill. Reactome pathway queries, pathway hierarchy navigation, pathway enrichment analysis, and pathway diagram generation.
- ▌ Scientific Sequence Analysis · nahisaho bundleSequence analysis skill. DNA/RNA/protein sequence alignment, motif discovery, sequence feature extraction, homology search, and sequence comparison tools.
- ▌ Scientific Survival Clinical · nahisaho bundleSurvival and clinical analysis skill. Kaplan-Meier estimation, Cox proportional hazards, time-to-event analysis, competing risks, and clinical outcome modeling.
- ▌ Scientific Systematic Review · nahisaho bundleSystematic review skill. PRISMA-compliant systematic review workflow, literature screening, data extraction, risk of bias assessment, and evidence synthesis.
- ▌ Scientific Transfer Learning · nahisaho bundleTransfer learning skill. Domain adaptation, fine-tuning pretrained models, feature extraction, few-shot learning, and transfer learning strategy selection.
- ▌ Co Scientist Automl · nahisahoAutoML pipeline skill. Optuna hyperparameter optimization, FLAML fast AutoML, Auto-sklearn model selection, NAS, automated feature engineering, and model comparison pipelines. Use when working with optuna hyperparameter optimization, flaml fast automl, auto-sklearn model selection.
- ▌ Scientific Clinical Reporting · nahisaho bundleClinical reporting skill. Structured clinical study reports, CONSORT/STROBE compliance, patient demographics tables, efficacy/safety summaries, and regulatory submission formatting.
- ▌ Scientific Clinical Standards · nahisaho bundleClinical standards skill. CDISC SDTM/ADaM data standards, HL7 FHIR resource mapping, LOINC/SNOMED coding, and regulatory data submission format compliance.
- ▌ Scientific Compound Screening · nahisaho bundleCompound screening skill. High-throughput screening data analysis, hit identification, dose-response curve fitting, Z-factor calculation, and compound library management.
- ▌ Scientific Data Preprocessing · nahisaho bundleData preprocessing skill. Missing value imputation, outlier detection, normalization, feature scaling, encoding, and data cleaning pipelines for scientific datasets.
- ▌ Scientific Drugbank Resources · nahisaho bundleDrugBank resource skill. Drug information retrieval, drug-target interactions, drug-drug interactions, pharmacological classifications, and clinical indication mapping.
- ▌ Scientific Feature Importance · nahisaho bundleFeature importance skill. Permutation importance, SHAP-based feature ranking, mutual information, recursive feature elimination, and feature selection pipelines.
- ▌ Scientific Federated Learning · nahisaho bundleFederated learning skill. Privacy-preserving distributed model training, federated averaging, differential privacy, secure aggregation, and cross-silo federation.
- ▌ Scientific Infectious Disease · nahisaho bundleInfectious disease skill. Pathogen genomics, antimicrobial resistance prediction, epidemiological modeling, phylogenetic tracking, and outbreak analysis pipelines.
- ▌ Scientific Metabolic Modeling · nahisaho bundleMetabolic modeling skill. Constraint-based metabolic modeling (COBRApy), genome-scale model construction, gene knockout simulation, and metabolic engineering predictions.