nahisaho
- 629 skills
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- ▌ Co Scientist Environmental Geodata · nahisahoEnvironmental geodata skill. Satellite imagery analysis, remote sensing data processing, climate data integration, land use classification, and environmental monitoring. Use when working with satellite imagery analysis, remote sensing data processing, climate data integration.
- ▌ Co Scientist Epigenomics Chromatin · nahisahoEpigenomics and chromatin skill. ChIP-seq/ATAC-seq analysis, histone modification mapping, chromatin accessibility, DNA methylation analysis, and epigenetic regulatory networks. Use when working with chip-seq/atac-seq analysis, histone modification mapping, chromatin accessibility.
- ▌ Co Scientist Expression Comparison · nahisahoGene expression comparison skill. Differential expression analysis (DESeq2/edgeR/limma), multi-condition comparison, volcano plots, and enrichment analysis pipelines. Use when working with differential expression analysis (deseq2/edger/limma), multi-condition comparison, volcano plots.
- ▌ Co Scientist Genome Sequence Tools · nahisahoGenome sequence tools skill. BLAST searches, multiple sequence alignment, genome annotation, primer design, and sequence manipulation utilities. Use when working with blast searches, multiple sequence alignment, genome annotation.
- ▌ Co Scientist Graph Neural Networks · nahisahoGraph neural networks skill. GNN architectures (GCN/GAT/GraphSAGE), molecular graph learning, knowledge graph embeddings, and graph-level prediction tasks. Use when working with gnn architectures (gcn/gat/graphsage), molecular graph learning, knowledge graph embeddings.
- ▌ Co Scientist Interactive Dashboard · nahisahoInteractive dashboard skill. Streamlit/Plotly Dash scientific dashboard creation, real-time data visualization, parameter exploration interfaces, and research result presentation. Use when working with streamlit/plotly dash scientific dashboard creation, real-time data visualization, parameter exploration interfaces.
- ▌ Co Scientist Missing Data Analysis · nahisahoMissing data analysis skill. Missing data pattern detection, MCAR/MAR/MNAR classification, multiple imputation (MICE), sensitivity analysis, and missing data reporting. Use when working with missing data pattern detection, mcar/mar/mnar classification, multiple imputation (mice).
- ▌ Co Scientist Network Visualization · nahisahoNetwork visualization skill. Interactive network plots (Cytoscape.js/D3/NetworkX), layout algorithms, edge bundling, node clustering visualization, and publication-quality network figures. Use when working with interactive network plots (cytoscape.js/d3/networkx), layout algorithms, edge bundling.
- ▌ Co Scientist Perturbation Analysis · nahisahoPerturbation analysis skill. CRISPR screen analysis, drug perturbation response, perturbation signature comparison, and connectivity map (CMap) analysis. Use when working with crispr screen analysis, drug perturbation response, perturbation signature comparison.
- ▌ Co Scientist Protein Domain Family · nahisahoProtein domain and family skill. InterPro/Pfam domain annotation, protein family classification, domain architecture analysis, and functional domain prediction. Use when working with interpro/pfam domain annotation, protein family classification, domain architecture analysis.
- ▌ Co Scientist Rare Disease Genetics · nahisahoRare disease genetics skill. Rare variant prioritization, exome/genome sequencing analysis, phenotype-driven gene ranking, and diagnostic yield optimization. Use when working with rare variant prioritization, exome/genome sequencing analysis, phenotype-driven gene ranking.
- ▌ Co Scientist Structural Proteomics · nahisahoStructural proteomics skill. Cross-linking mass spectrometry analysis, HDX-MS data processing, native MS, and structural biology data integration. Use when working with cross-linking mass spectrometry analysis, hdx-ms data processing, native ms.
- ▌ Co Scientist Admet Pharmacokinetics · nahisahoADMET and pharmacokinetics prediction skill. Absorption, Distribution, Metabolism, Excretion, Toxicity modeling with RDKit, DeepChem, and PK/PD simulation pipelines. Use when working with absorption, distribution, metabolism.
- ▌ Co Scientist Advanced Visualization · nahisahoAdvanced scientific visualization skill. Multi-panel figures, 3D plots, interactive dashboards, heatmaps, volcano plots, Manhattan plots, and publication-quality figure generation. Use when working with multi-panel figures, 3d plots, interactive dashboards.
- ▌ Co Scientist Gtex Tissue Expression · nahisahoGTEx tissue expression skill. Tissue-specific gene expression queries from GTEx portal, eQTL analysis, cross-tissue comparison, and gene expression variation analysis. Use when working with tissue-specific gene expression queries from gtex portal, eqtl analysis, cross-tissue comparison.
- ▌ Co Scientist Metabolomics Databases · nahisahoMetabolomics databases skill. HMDB/METLIN/MassBank database queries, metabolite annotation, spectral library matching, and cross-database metabolite identification. Use when working with hmdb/metlin/massbank database queries, metabolite annotation, spectral library matching.
- ▌ Co Scientist Reinforcement Learning · nahisahoReinforcement learning skill. Policy gradient methods, Q-learning, actor-critic architectures, environment design, reward shaping, and RL experiment management. Use when working with policy gradient methods, q-learning, actor-critic architectures.
- ▌ Co Scientist Reproducible Reporting · nahisahoReproducible reporting skill. Jupyter/Quarto/R Markdown report automation, computational reproducibility, environment snapshot, and version-controlled analysis reports. Use when working with jupyter/quarto/r markdown report automation, computational reproducibility, environment snapshot.
- ▌ Co Scientist Statistical Simulation · nahisahoStatistical simulation skill. Monte Carlo methods, bootstrap confidence intervals, permutation tests, power simulation, and simulation-based inference. Use when working with monte carlo methods, bootstrap confidence intervals, permutation tests.
- ▌ Co Scientist Variant Interpretation · nahisahoVariant interpretation skill. ACMG/AMP variant classification, pathogenicity evidence aggregation, clinical significance assessment, and variant report generation. Use when working with acmg/amp variant classification, pathogenicity evidence aggregation, clinical significance assessment.
- ▌ Co Consultant Acn Deep Research · nahisahoIterative deep research with Think→Action→Report cycle for Accenture-style engagements. Web search via web_search tool, /research command, and MCP integration. Bilingual search, source quality assessment, and cross-validation. Use when COLLECTING information, verifying market data, conducting competitive analysis, or gathering evidence for ACN framework application.
- ▌ Co Consultant Bcg Deep Research · nahisahoIterative deep research with Think→Action→Report cycle for BCG-style engagements. Web search via web_search tool, /research command, and MCP integration. Bilingual search, source quality assessment, and cross-validation. Use when COLLECTING information, verifying market data, conducting competitive analysis, or gathering evidence for BCG framework application.
- ▌ Co Consultant Mck Deep Research · nahisahoIterative deep research with Think→Action→Report cycle for McKinsey-style engagements. Web search via web_search tool, /research command, and MCP integration. Bilingual search, source quality assessment, and cross-validation. Use when COLLECTING information, verifying market data, conducting competitive analysis, or gathering evidence for MCK framework application.
- ▌ Co Consultant Pwc Deep Research · nahisahoIterative deep research with Think→Action→Report cycle for PwC-style engagements. Web search via web_search tool, /research command, and MCP integration. Bilingual search, source quality assessment, and cross-validation. Use when COLLECTING information, verifying market data, conducting competitive analysis, or gathering evidence for PWC framework application.
- ▌ Sales · nahisaho bundleStrategic Sales Enablement skill suite for coordinated multi-step workflows. Includes an orchestrator plus specialized sub-skills designed to produce higher-quality outcomes through structured chaining.
- ▌ Growth · nahisaho bundleProduct Growth Intelligence skill suite for coordinated multi-step workflows. Includes an orchestrator plus specialized sub-skills designed to produce higher-quality outcomes through structured chaining.
- ▌ Secops · nahisaho bundleSecurity Incident Response skill suite for coordinated multi-step workflows. Includes an orchestrator plus specialized sub-skills designed to produce higher-quality outcomes through structured chaining.
- ▌ Supply · nahisaho bundleSupply Chain Decision skill suite for coordinated multi-step workflows. Includes an orchestrator plus specialized sub-skills designed to produce higher-quality outcomes through structured chaining.
- ▌ Learning · nahisaho bundleLearning Design and Assessment skill suite for coordinated multi-step workflows. Includes an orchestrator plus specialized sub-skills designed to produce higher-quality outcomes through structured chaining.
- ▌ Diligence · nahisaho bundleInvestment and Due Diligence skill suite for coordinated multi-step workflows. Includes an orchestrator plus specialized sub-skills designed to produce higher-quality outcomes through structured chaining.
- ▌ Scientist · nahisaho bundleScientific research suite with 195 specialized sub-skills. Covers literature review, experimental design, data analysis, modeling, bioinformatics, cheminformatics, visualization, and publication-ready reporting. Requires file-first outputs, verification gates, and timestamped execution logging.
- ▌ Compliance · nahisaho bundleCompliance and Audit Automation skill suite for coordinated multi-step workflows. Includes an orchestrator plus specialized sub-skills designed to produce higher-quality outcomes through structured chaining.
- ▌ Consultant · nahisaho bundleAI consultant skill for deep research and consulting analysis. Based on the SHIKIGAMI methodology, featuring 4-phase workflow: Purpose Discovery, Deep Research, Framework Analysis, and Report Writing. Provides 53 consulting frameworks across 14 categories with MECE validation, pyramid structuring, and hypothesis-driven analysis.
- ▌ Enterprise · nahisaho bundleEnterprise Transformation skill suite for coordinated multi-step workflows. Includes an orchestrator plus specialized sub-skills designed to produce higher-quality outcomes through structured chaining.
- ▌ Consultant Acn · nahisaho bundleAccenture style consulting skill for deep research and analysis. Features DX Strategy Framework, Digital Maturity Assessment, Zero-Based Budgeting (ZBB), Cost Excellence, Intelligent Operations, and Value Creation Framework. 4-phase workflow: Purpose Discovery → Deep Research → Framework Analysis → Report Writing. Supports Deep Research MCP for enhanced web research capabilities.
- ▌ Consultant Bcg · nahisaho bundleBCG (Boston Consulting Group) style consulting skill for deep research and analysis. Features Growth-Share Matrix, Experience Curve, Strategy Palette, Hypothesis-Driven Approach, TSR Analysis, Advantage Matrix, and Bionic Company Framework. 4-phase workflow: Purpose Discovery → Deep Research → Framework Analysis → Report Writing. Supports Deep Research MCP for enhanced web research capabilities.
- ▌ Consultant Mck · nahisaho bundleMcKinsey style consulting skill for deep research and analysis. Features 7S Framework, Hypothesis-Driven Approach, Issue Tree, Pyramid Principle, Three Horizons, Granularity of Growth, OVA, Profit Pool Analysis, and SCP Analysis. McKinsey-style 5-phase workflow: Problem Definition → Hypothesis → Issue Decomposition → Data Collection/Analysis → Integration/Recommendation. Supports Deep Research MCP for enhanced web research capabilities.
- ▌ Consultant Pwc · nahisaho bundlePwC style consulting skill for deep research and analysis. Features Fit for Growth, Strategy&, BXT (Business Experience Technology), TIMM (Total Impact Measurement & Management), Deal Value Creation, and Risk & Regulation frameworks. PwC-style integrated workflow combining strategy, technology, and business transformation. Supports Deep Research MCP for enhanced web research capabilities.
- ▌ Educationalist · nahisaho bundleAI assistant skill for educators. Built with reference to the SHIDEN project, featuring 10 specialized sub-skills for lesson planning, material creation, assessment design, individualized instruction, feedback generation, student guidance, and meta-prompt generation. Provides practical educational support grounded in 175 education theories and curriculum guidelines.
- ▌ Sales Orchestrator · nahisaho bundleOrchestrates strategic sales workflows from account intelligence to proposal output.
- ▌ Scientific Doe · nahisaho bundleDesign of Experiments (DOE) skill. Factorial design, response surface methodology, Latin hypercube sampling with auto-sized pool generation, Taguchi methods, ARD-RBF Bayesian optimization, and optimal experimental design generation.
- ▌ Growth Orchestrator · nahisaho bundleOrchestrates product growth loops from segmentation to experiment learning synthesis.
- ▌ Secops Alert Triage · nahisaho bundleClassifies alerts by severity, confidence, and business impact.
- ▌ Secops Orchestrator · nahisaho bundleOrchestrates security incident response from triage to post-incident improvement.
- ▌ Supply Orchestrator · nahisaho bundleOrchestrates supply chain decisions from forecasting through scenario planning.
- ▌ Growth Copy Variants · nahisaho bundleGenerates variant messaging and calls-to-action for experiment arms.
- ▌ Scientific Automl · nahisaho bundleAutoML pipeline skill. Optuna hyperparameter optimization, FLAML fast AutoML, Auto-sklearn model selection, NAS, automated feature engineering, and model comparison pipelines.
- ▌ Supply Supplier Risk · nahisaho bundleAssesses supplier risk exposure and continuity mitigation options.
- ▌ Sales Account Research · nahisaho bundleBuilds account intelligence briefs including priorities, risks, and timing.
- ▌ Sales Proposal Builder · nahisaho bundleBuilds structured proposal outlines aligned to stakeholder priorities.
- ▌ Growth Funnel Analysis · nahisaho bundleDetects conversion bottlenecks and quantifies drop-off points by segment.
- ▌ Scientific Pca Tsne · nahisaho bundleDimensionality reduction skill. PCA, t-SNE, UMAP, MDS implementations with visualization, parameter tuning, and biological interpretation of reduced dimensions.
- ▌ Secops Log Correlation · nahisaho bundleCorrelates multi-source logs and events to build attack timelines.
- ▌ Supply Demand Forecast · nahisaho bundleCreates demand forecasts with confidence ranges and assumptions.
- ▌ Orchestrator · nahisahoRoute consultant requests to the most appropriate staged workflow. Use when deciding between purpose discovery, deep research, framework analysis, report writing, or the full-research workflow.
- ▌ Learning Orchestrator · nahisaho bundleOrchestrates learning design from measurable objectives to feedback-driven iteration.
- ▌ Sales Objection Handling · nahisaho bundlePrepares objection-handling playbooks with evidence-backed responses.
- ▌ Scientific Causal Ml · nahisaho bundleCausal machine learning skill. Heterogeneous treatment effects, CATE estimation, causal forests, meta-learners (S/T/X), uplift modeling, and policy optimization.
- ▌ Scientific Glycomics · nahisaho bundleGlycomics skill. Glycan structure analysis, glycosylation site prediction, glycoproteomics data processing, and carbohydrate database queries.
- ▌ Secops Containment Plan · nahisaho bundleBuilds practical containment and eradication plans with rollback safety.
- ▌ Supply Scenario Planner · nahisaho bundleBuilds scenario plans for disruptions, shocks, and capacity shifts.
- ▌ Diligence Market Scan · nahisaho bundleBuilds market landscape summaries with demand and trend signals.
- ▌ Diligence Risk Matrix · nahisaho bundleBuilds weighted risk matrices with mitigation options and owners.
- ▌ Growth Experiment Design · nahisaho bundleDesigns hypothesis-driven experiments with success criteria and guardrails.
- ▌ Growth User Segmentation · nahisaho bundleBuilds actionable user segments from behavior, value, and lifecycle signals.
- ▌ Sales Stakeholder Mapping · nahisaho bundleMaps buying committee stakeholders, influence, and decision criteria.
- ▌ Scientific Gdc Portal · nahisaho bundleGDC Portal skill. Genomic Data Commons cancer data retrieval, mutation frequency analysis, clinical-genomic correlation, and multi-project data integration.
- ▌ Scientific Lipidomics · nahisaho bundleLipidomics skill. Lipid species identification, quantification, lipid class profiling, lipidome-wide association, and lipidomics pathway analysis.
- ▌ Secops Postmortem Writer · nahisaho bundleDocuments incident postmortems with corrective and preventive actions.
- ▌ Diligence Orchestrator · nahisaho bundleOrchestrates due diligence from market scan to investment memo recommendation.
- ▌ Growth Learning Synthesis · nahisaho bundleSynthesizes experiment outcomes into decisions and next-step hypotheses.
- ▌ Scientific Multi Omics · nahisaho bundleMulti-omics integration skill. Genomics/transcriptomics/proteomics/metabolomics data integration, multi-omics factor analysis (MOFA), pathway-level integration, and cross-omics correlation.
- ▌ Scientific Peer Review · nahisaho bundlePeer review skill. Structured peer review generation following journal guidelines, constructive critique formulation, statistical audit, and review scoring.
- ▌ Scientific Time Series · nahisaho bundleTime series analysis skill. Trend decomposition, stationarity testing, ARIMA/SARIMA modeling, spectral analysis, and time series feature extraction.
- ▌ Learning Rubric Designer · nahisaho bundleCreates analytic rubrics with clear performance level descriptors.
- ▌ Sales Discovery Questioning · nahisaho bundleGenerates discovery question sets tailored to account context and stage.
- ▌ Scientific Audit Report · nahisaho bundleResearch audit report skill. Systematic quality assessment of experimental designs, statistical analyses, reproducibility, and reporting standards compliance.
- ▌ Scientific Clinical Nlp · nahisaho bundleClinical NLP skill. MedSpaCy/cTAKES/scispaCy-based clinical text NER, section detection, negation detection, ICD-10/SNOMED-CT entity linking, and de-identification pipelines.
- ▌ Scientific Gwas Catalog · nahisaho bundleGWAS Catalog skill. Genome-wide association study result queries, trait-variant associations, LD analysis, and polygenic risk score construction from GWAS Catalog data.
- ▌ Scientific Latex Export · nahisaho bundleLaTeX export skill. Markdown-to-LaTeX conversion, journal-specific LaTeX template generation, bibliography management, and publication-ready PDF compilation.
- ▌ Scientific Metabolomics · nahisaho bundleMetabolomics skill. LC-MS/GC-MS data processing, metabolite identification, pathway mapping, biomarker discovery, and metabolomics statistical analysis pipelines.
- ▌ Scientific Paleobiology · nahisaho bundlePaleobiology skill. Fossil record analysis, paleobiodiversity estimation, extinction rate calculation, stratigraphic data processing, and macroevolutionary pattern analysis.
- ▌ Scientific Pharmgkb Pgx · nahisaho bundlePharmGKB pharmacogenomics skill. PharmGKB clinical annotation queries, drug-gene interaction lookup, dosing guideline retrieval, and pharmacogenomic pathway analysis.
- ▌ Scientific Radiology AI · nahisaho bundleRadiology AI skill. Medical image classification, detection, and segmentation for radiology, DICOM handling, radiomics, and clinical AI model evaluation.
- ▌ Secops Root Cause Analysis · nahisaho bundleIdentifies probable root causes and contributing control failures.
- ▌ Supply Inventory Optimizer · nahisaho bundleOptimizes inventory targets under service-level and cost constraints.
- ▌ Compliance Gap Analysis · nahisaho bundleDetects control and evidence gaps and ranks remediation urgency.
- ▌ Compliance Orchestrator · nahisaho bundleOrchestrates compliance workflows from control mapping to audit-ready response.
- ▌ Enterprise Orchestrator · nahisaho bundleOrchestrates enterprise transformation from problem framing to executive decision output.
- ▌ Scientific Crispr Design · nahisaho bundleCRISPR design skill. Guide RNA design, off-target analysis, CRISPR screen analysis, gene knockout/knock-in design, and editing efficiency prediction.
- ▌ Scientific Deep Learning · nahisaho bundleDeep learning skill. PyTorch/TensorFlow model building, CNN/RNN/Transformer architectures, training optimization, GPU acceleration, and deep learning experiment management.
- ▌ Scientific Deep Research · nahisaho bundleDeep research skill. Iterative literature research following the SHIKIGAMI WebResearcher paradigm (Think→Report→Action cycle) with academic database search, evidence hierarchy assessment, source tracking, and hallucination prevention.
- ▌ Scientific Ebi Databases · nahisaho bundleEBI databases skill. EMBL-EBI resource integration including UniProt, PDB, ChEMBL, Ensembl, InterPro, and cross-database querying strategies.
- ▌ Scientific Encode Screen · nahisaho bundleENCODE screen skill. ENCODE project data access, regulatory element annotation, epigenomic data analysis, and functional genomics screen result interpretation.
- ▌ Scientific Grant Writing · nahisaho bundleGrant writing skill. Research proposal drafting, specific aims composition, budget justification, significance/innovation statements, and funding agency format compliance.
- ▌ Scientific Healthcare AI · nahisaho bundleHealthcare AI skill. Clinical prediction models, patient risk stratification, medical image classification, electronic health record analysis, and clinical decision support ML.
- ▌ Scientific Md Simulation · nahisaho bundleMolecular dynamics simulation skill. GROMACS/OpenMM simulation setup, force field selection, trajectory analysis, free energy calculations, and enhanced sampling methods.
- ▌ Scientific Meta Analysis · nahisaho bundleMeta-analysis skill. Effect size calculation, random/fixed effects models, heterogeneity assessment (I², Q-test), forest plots, funnel plots, and publication bias analysis.
- ▌ Scientific Ml Regression · nahisaho bundleML regression skill. Linear/nonlinear regression, regularization (L1/L2/ElasticNet), polynomial features, cross-validation, and regression diagnostics pipelines.
- ▌ Scientific Noncoding Rna · nahisaho bundleNon-coding RNA skill. miRNA target prediction, lncRNA functional annotation, ncRNA expression analysis, small RNA-seq processing, and RNA secondary structure prediction.