Data Analysis
100 skills
writing-effective-prompts
CaptainCrouton89/.claudeStructure Claude prompts for clarity and better results using roles, explicit instructions, context, positive framing, and strategic organization. Use when crafting prompts for complex tasks, long documents, tool workflows, or code generation.
deal-momentum-analyzer
OneWave-AI/claude-skillsScore deal velocity based on email response times, meeting frequency, and stakeholder engagement. Predict which deals will close vs stall.
product-manager-toolkit
alirezarezvani/claude-skillsComprehensive toolkit for product managers including RICE prioritization, customer interview analysis, PRD templates, discovery frameworks, and go-to-market strategies. Use for feature prioritization, user research synthesis, requirement documentation, and product strategy development.
architecture-diagram-creator
mhattingpete/claude-skills-marketplaceCreate comprehensive project architecture diagrams showing data flows, business objectives, features, technical architecture, and deployment. Use when users request system architecture, project documentation, high-level overviews, or technical specifications for any software project.
flowchart-creator
mhattingpete/claude-skills-marketplaceCreate stunning, interactive HTML flowcharts and process flow diagrams with decision trees, color-coded stages, arrows, and swimlanes. Use when users request flowcharts, process diagrams, workflow visualizations, decision trees, or process flows - regardless of whether they specify HTML format.
scientific-schematics
K-Dense-AI/claude-scientific-writer"Create publication-quality scientific diagrams, flowcharts, and schematics using Python (graphviz, matplotlib, schemdraw, networkx). Specialized in neural network architectures, system diagrams, and flowcharts. Generates SVG/EPS in figures/ folder with automated quality verification."
discover-diagrams
rand/cc-polymathAutomatically discover diagram and visualization skills when working with flowcharts, sequence diagrams, architecture diagrams, ER diagrams, Gantt charts, mindmaps, or any visual documentation using Mermaid.js. Activates for documentation and visualization tasks.
d3-viz
chrisvoncsefalvay/claude-d3js-skillCreating interactive data visualisations using d3.js. This skill should be used when creating custom charts, graphs, network diagrams, geographic visualisations, or any complex SVG-based data visualisation that requires fine-grained control over visual elements, transitions, or interactions. Use this for bespoke visualisations beyond standard charting libraries, whether in React, Vue, Svelte, vanilla JavaScript, or any other environment.
chart-generator
CuriousLearner/devkitGenerate charts and visualizations from data using various charting libraries and formats.
gesttione-design-system
marcioaltoe/claude-craftkitExpert in Gesttione Design System with deep knowledge of brand colors, metric tokens, typography, and component patterns. **ALWAYS use for Gesttione projects when applying brand colors, creating metric visualizations, or building dashboard components.** Use when user needs Gesttione-specific styling, metric visualizations, dashboard components, or brand-compliant UI. Examples - "create revenue metric card", "use Gesttione brand colors", "design dashboard with metrics", "apply brand identity", "create metric visualization".
diagrams-architect
anton-abyzov/specweaveExpert in creating Mermaid diagrams following C4 Model and SpecWeave conventions. Specializes in system architecture, sequence diagrams, ER diagrams, and deployment diagrams. Activates for diagram creation, architecture visualization, data modeling, sequence flows, C4 diagrams, HLD, LLD.
analyzing-financial-statements
anthropics/claude-cookbooksThis skill calculates key financial ratios and metrics from financial statement data for investment analysis
sql-optimization-patterns
wshobson/agentsMaster SQL query optimization, indexing strategies, and EXPLAIN analysis to dramatically improve database performance and eliminate slow queries. Use when debugging slow queries, designing database schemas, or optimizing application performance.
grafana-dashboards
wshobson/agentsCreate and manage production Grafana dashboards for real-time visualization of system and application metrics. Use when building monitoring dashboards, visualizing metrics, or creating operational observability interfaces.
xlsx
anthropics/skills"Comprehensive spreadsheet creation, editing, and analysis with support for formulas, formatting, data analysis, and visualization. When Claude needs to work with spreadsheets (.xlsx, .xlsm, .csv, .tsv, etc) for: (1) Creating new spreadsheets with formulas and formatting, (2) Reading or analyzing data, (3) Modify existing spreadsheets while preserving formulas, (4) Data analysis and visualization in spreadsheets, or (5) Recalculating formulas"
excel-analysis
davila7/claude-code-templatesAnalyze Excel spreadsheets, create pivot tables, generate charts, and perform data analysis. Use when analyzing Excel files, spreadsheets, tabular data, or .xlsx files.
bulk-rna-seq-batch-correction-with-combat
Starlitnightly/omicverseUse omicverse's pyComBat wrapper to remove batch effects from merged bulk RNA-seq or microarray cohorts, export corrected matrices, and benchmark pre/post correction visualisations.
bulk-rna-seq-differential-expression-with-omicverse
Starlitnightly/omicverseGuide Claude through omicverse's bulk RNA-seq DEG pipeline, from gene ID mapping and DESeq2 normalization to statistical testing, visualization, and pathway enrichment. Use when a user has bulk count matrices and needs differential expression analysis in omicverse.
bulk-rna-seq-deseq2-analysis-with-omicverse
Starlitnightly/omicverseWalk Claude through PyDESeq2-based differential expression, including ID mapping, DE testing, fold-change thresholding, and enrichment visualisation.
data-stats-analysis
Starlitnightly/omicversePerform statistical tests, hypothesis testing, correlation analysis, and multiple testing corrections using scipy and statsmodels. Works with ANY LLM provider (GPT, Gemini, Claude, etc.).
data-viz-plots
Starlitnightly/omicverseCreate publication-quality plots and visualizations using matplotlib and seaborn. Works with ANY LLM provider (GPT, Gemini, Claude, etc.).
omicverse-visualization-for-bulk-color-systems-and-single-cell-d
Starlitnightly/omicverseGuide users through OmicVerse plotting utilities showcased in the bulk, color system, and single-cell visualization tutorials, including venn/volcano charts, palette selection, and advanced embedding layouts.
datacommons-client
K-Dense-AI/claude-scientific-skillsWork with Data Commons, a platform providing programmatic access to public statistical data from global sources. Use this skill when working with demographic data, economic indicators, health statistics, environmental data, or any public datasets available through Data Commons. Applicable for querying population statistics, GDP figures, unemployment rates, disease prevalence, geographic entity resolution, and exploring relationships between statistical entities.
hypogenic
K-Dense-AI/claude-scientific-skillsAutomated hypothesis generation and testing using large language models. Use this skill when generating scientific hypotheses from datasets, combining literature insights with empirical data, testing hypotheses against observational data, or conducting systematic hypothesis exploration for research discovery in domains like deception detection, AI content detection, mental health analysis, or other empirical research tasks.
matplotlib
K-Dense-AI/claude-scientific-skills"Foundational plotting library. Create line plots, scatter, bar, histograms, heatmaps, 3D, subplots, export PNG/PDF/SVG, for scientific visualization and publication figures."
networkx
K-Dense-AI/claude-scientific-skillsComprehensive toolkit for creating, analyzing, and visualizing complex networks and graphs in Python. Use when working with network/graph data structures, analyzing relationships between entities, computing graph algorithms (shortest paths, centrality, clustering), detecting communities, generating synthetic networks, or visualizing network topologies. Applicable to social networks, biological networks, transportation systems, citation networks, and any domain involving pairwise relationships.
neurokit2
K-Dense-AI/claude-scientific-skillsComprehensive biosignal processing toolkit for analyzing physiological data including ECG, EEG, EDA, RSP, PPG, EMG, and EOG signals. Use this skill when processing cardiovascular signals, brain activity, electrodermal responses, respiratory patterns, muscle activity, or eye movements. Applicable for heart rate variability analysis, event-related potentials, complexity measures, autonomic nervous system assessment, psychophysiology research, and multi-modal physiological signal integration.
polars
K-Dense-AI/claude-scientific-skills"Fast DataFrame library (Apache Arrow). Select, filter, group_by, joins, lazy evaluation, CSV/Parquet I/O, expression API, for high-performance data analysis workflows."
pydeseq2
K-Dense-AI/claude-scientific-skills"Differential gene expression analysis (Python DESeq2). Identify DE genes from bulk RNA-seq counts, Wald tests, FDR correction, volcano/MA plots, for RNA-seq analysis."
scikit-survival
K-Dense-AI/claude-scientific-skillsComprehensive toolkit for survival analysis and time-to-event modeling in Python using scikit-survival. Use this skill when working with censored survival data, performing time-to-event analysis, fitting Cox models, Random Survival Forests, Gradient Boosting models, or Survival SVMs, evaluating survival predictions with concordance index or Brier score, handling competing risks, or implementing any survival analysis workflow with the scikit-survival library.
scvi-tools
K-Dense-AI/claude-scientific-skillsThis skill should be used when working with single-cell omics data analysis using scvi-tools, including scRNA-seq, scATAC-seq, CITE-seq, spatial transcriptomics, and other single-cell modalities. Use this skill for probabilistic modeling, batch correction, dimensionality reduction, differential expression, cell type annotation, multimodal integration, and spatial analysis tasks.
seaborn
K-Dense-AI/claude-scientific-skills"Statistical visualization. Scatter, box, violin, heatmaps, pair plots, regression, correlation matrices, KDE, faceted plots, for exploratory analysis and publication figures."
shap
K-Dense-AI/claude-scientific-skillsModel interpretability and explainability using SHAP (SHapley Additive exPlanations). Use this skill when explaining machine learning model predictions, computing feature importance, generating SHAP plots (waterfall, beeswarm, bar, scatter, force, heatmap), debugging models, analyzing model bias or fairness, comparing models, or implementing explainable AI. Works with tree-based models (XGBoost, LightGBM, Random Forest), deep learning (TensorFlow, PyTorch), linear models, and any black-box model.
umap-learn
K-Dense-AI/claude-scientific-skills"UMAP dimensionality reduction. Fast nonlinear manifold learning for 2D/3D visualization, clustering preprocessing (HDBSCAN), supervised/parametric UMAP, for high-dimensional data."
vaex
K-Dense-AI/claude-scientific-skillsUse this skill for processing and analyzing large tabular datasets (billions of rows) that exceed available RAM. Vaex excels at out-of-core DataFrame operations, lazy evaluation, fast aggregations, efficient visualization of big data, and machine learning on large datasets. Apply when users need to work with large CSV/HDF5/Arrow/Parquet files, perform fast statistics on massive datasets, create visualizations of big data, or build ML pipelines that don't fit in memory.
xlsx
K-Dense-AI/claude-scientific-skills"Spreadsheet toolkit (.xlsx/.csv). Create/edit with formulas/formatting, analyze data, visualization, recalculate formulas, for spreadsheet processing and analysis."
exploratory-data-analysis
K-Dense-AI/claude-scientific-skillsPerform comprehensive exploratory data analysis on scientific data files across 200+ file formats. This skill should be used when analyzing any scientific data file to understand its structure, content, quality, and characteristics. Automatically detects file type and generates detailed markdown reports with format-specific analysis, quality metrics, and downstream analysis recommendations. Covers chemistry, bioinformatics, microscopy, spectroscopy, proteomics, metabolomics, and general scientific data formats.
scientific-visualization
K-Dense-AI/claude-scientific-skills"Create publication figures with matplotlib/seaborn/plotly. Multi-panel layouts, error bars, significance markers, colorblind-safe, export PDF/EPS/TIFF, for journal-ready scientific plots."
statistical-analysis
K-Dense-AI/claude-scientific-skills"Statistical analysis toolkit. Hypothesis tests (t-test, ANOVA, chi-square), regression, correlation, Bayesian stats, power analysis, assumption checks, APA reporting, for academic research."
excel-pivot-wizard
jeremylongshore/claude-code-plugins-plusGenerate pivot tables and charts from raw data using natural language - analyze sales by region, summarize data by category, and create visualizations effortlessly
xlsx
ylsdamxssjxxdd/eva"Comprehensive spreadsheet creation, editing, and analysis with support for formulas, formatting, data analysis, and visualization. When EVA needs to work with spreadsheets (.xlsx, .xlsm, .csv, .tsv, etc) for: (1) Creating new spreadsheets with formulas and formatting, (2) Reading or analyzing data, (3) Modify existing spreadsheets while preserving formulas, (4) Data analysis and visualization in spreadsheets, or (5) Recalculating formulas"
moai-alfred-proactive-suggestions
modu-ai/moai-adkGuide Alfred to provide non-intrusive proactive suggestions based on risk detection, optimization patterns, and learning opportunities
moai-domain-data-science
modu-ai/moai-adkData analysis, visualization, statistical modeling, and reproducible research workflows.
datasette-plugin-writer
simonw/researchGuide for writing Datasette plugins. This skill should be used when users want to create or develop plugins for Datasette, including information about plugin hooks, the cookiecutter template, database APIs, request/response handling, and plugin configuration.
cto-advisor
alirezarezvani/claude-skillsTechnical leadership guidance for engineering teams, architecture decisions, and technology strategy. Includes tech debt analyzer, team scaling calculator, engineering metrics frameworks, technology evaluation tools, and ADR templates. Use when assessing technical debt, scaling engineering teams, evaluating technologies, making architecture decisions, establishing engineering metrics, or when user mentions CTO, tech debt, technical debt, team scaling, architecture decisions, technology evaluation, engineering metrics, DORA metrics, or technology strategy.
senior-qa
alirezarezvani/claude-skillsComprehensive QA and testing skill for quality assurance, test automation, and testing strategies for ReactJS, NextJS, NodeJS applications. Includes test suite generation, coverage analysis, E2E testing setup, and quality metrics. Use when designing test strategies, writing test cases, implementing test automation, performing manual testing, or analyzing test coverage.
ux-researcher-designer
alirezarezvani/claude-skillsUX research and design toolkit for Senior UX Designer/Researcher including data-driven persona generation, journey mapping, usability testing frameworks, and research synthesis. Use for user research, persona creation, journey mapping, and design validation.
dashboard-creator
mhattingpete/claude-skills-marketplaceCreate stunning, interactive HTML dashboards with KPI metric cards, bar/pie/line charts, progress indicators, and data visualizations. Use when users request dashboards, metrics displays, KPI visualizations, data charts, or monitoring interfaces - regardless of whether they specify HTML format.
timeline-creator
mhattingpete/claude-skills-marketplaceCreate stunning, interactive HTML timelines and project roadmaps with Gantt charts, milestones, phase groupings, and progress indicators. Use when users request timelines, roadmaps, Gantt charts, project schedules, milestone visualizations, or project plans - regardless of whether they specify HTML format.
csv-data-summarizer
coffeefuelbump/csv-data-summarizer-claude-skillAnalyzes CSV files, generates summary stats, and plots quick visualizations using Python and pandas.
single-cell-rna-qc
anthropics/life-sciencesPerforms quality control on single-cell RNA-seq data (.h5ad or .h5 files) using scverse best practices with MAD-based filtering and comprehensive visualizations. Use when users request QC analysis, filtering low-quality cells, assessing data quality, or following scverse/scanpy best practices for single-cell analysis.
quality-metrics
proffesor-for-testing/agentic-qeMeasure quality effectively with actionable metrics. Use when establishing quality dashboards, defining KPIs, or evaluating test effectiveness.
test-data-management
proffesor-for-testing/agentic-qeStrategic test data generation, management, and privacy compliance. Use when creating test data, handling PII, ensuring GDPR/CCPA compliance, or scaling data generation for realistic testing scenarios.
test-reporting-analytics
proffesor-for-testing/agentic-qeAdvanced test reporting, quality dashboards, predictive analytics, trend analysis, and executive reporting for QE metrics. Use when communicating quality status, tracking trends, or making data-driven decisions.
discover-data
rand/cc-polymathAutomatically discover data pipeline and ETL skills when working with ETL. Activates for data development tasks.
discover-database
rand/cc-polymathAutomatically discover database skills when working with SQL, PostgreSQL, MongoDB, Redis, database schema design, query optimization, migrations, connection pooling, ORMs, or database selection. Activates for database design, optimization, and implementation tasks.
code-exploration
seth-schultz/orchestr8Expert at discovering architectural patterns, identifying anti-patterns, measuring code quality, and building organizational pattern libraries through systematic codebase analysis. Activate when analyzing codebases, discovering patterns, auditing code quality, or building pattern documentation.
technology-benchmarking
seth-schultz/orchestr8Expert at comparing libraries and frameworks through parallel implementation, performance benchmarking, code characteristic analysis, and evidence-based technology selection. Activate when evaluating technologies, comparing alternatives, or making technology adoption decisions.
dbt-artifacts
sfc-gh-dflippo/snowflake-dbt-demoMonitor dbt execution using the dbt Artifacts package. Use this skill when you need to track test and model execution history, analyze run patterns over time, monitor data quality metrics, or enable programmatic access to dbt execution metadata across any dbt version or platform.
example-data-processor
fkesheh/skill-mcpProcess CSV data files by cleaning, transforming, and analyzing them. Use this when users need to work with CSV files, clean data, or perform basic data analysis tasks.
docs-generator
huseyindeniz/vite-react-dapp-templateComprehensive documentation generation through automated codebase analysis, pattern detection, and diagram creation.
complexity-analyzer
CuriousLearner/devkitMeasure and report code complexity metrics with actionable recommendations.
csv-processor
CuriousLearner/devkitParse, transform, and analyze CSV files with advanced data manipulation capabilities.
json-transformer
CuriousLearner/devkitTransform, manipulate, and analyze JSON data structures with advanced operations.
pattern-detector
CuriousLearner/devkitDetect design patterns and anti-patterns in code with recommendations.
query-builder
CuriousLearner/devkitInteractive database query builder for generating optimized SQL and NoSQL queries.
report-generator
CuriousLearner/devkitGenerate professional markdown and HTML reports from data with charts, tables, and analysis.
data-analysis
meirm/askGPTPerform data analysis tasks including data cleaning, statistical analysis, visualization, and insight generation. Use when the user asks to analyze data, perform statistical analysis, create visualizations, or extract insights from datasets.
distill-memory
nowledge-co/communityRecognize breakthrough moments, blocking resolutions, and design decisions worth preserving. Detect high-value insights that save future time. Suggest distillation at valuable moments, not routine work.
eval-analyzer
sunholo-data/ailangAnalyze evaluation baseline results, identify failure patterns, and generate actionable insights. Use after running eval baselines or when user asks to analyze eval results, check benchmarks, investigate failures, or understand what's failing.
error-detective
zenobi-us/dotfilesExpert error detective specializing in complex error pattern analysis, correlation, and root cause discovery. Masters distributed system debugging, error tracking, and anomaly detection with focus on finding hidden connections and preventing error cascades.
aeon
lifangda/claude-pluginsTime series machine learning toolkit for classification, regression, clustering, forecasting, anomaly detection, segmentation, and similarity search. Use this skill when working with temporal data, performing time series analysis, building predictive models on sequential data, or implementing workflows that involve distance metrics (DTW), transformations (ROCKET, Catch22), or deep learning for time series. Applicable for tasks like ECG classification, stock price forecasting, sensor anomaly detection, or activity recognition from wearable devices.
exploratory-data-analysis
lifangda/claude-plugins"EDA toolkit. Analyze CSV/Excel/JSON/Parquet files, statistical summaries, distributions, correlations, outliers, missing data, visualizations, markdown reports, for data profiling and insights."
pandas
manutej/luxor-claude-marketplaceExpert data analysis and manipulation for customer support operations using pandas
performance-benchmark-specialist
manutej/luxor-claude-marketplacePerformance benchmarking expertise for shell tools, covering benchmark design, statistical analysis (min/max/mean/median/stddev), performance targets (<100ms, >90% hit rate), workspace generation, and comprehensive reporting
app-analytics-strategist
maxvaega/awesome-skillsExpert digital data analytics consultant for designing and implementing data-driven growth strategies for mobile and digital applications. Use this skill when users need help with app analytics strategy, metrics selection, analytics framework implementation, cohort analysis, user segmentation, A/B testing, customer journey mapping, retention optimization, or choosing analytics tools. Applies to product managers, growth teams, and developers building data-driven applications across all platforms and industries seeking to optimize user engagement, retention, and revenue through analytics.
incident-log-analyzer
mverab/claude-beyond-codeAnalyze incident logs, extract error patterns, identify root causes, generate insights and metrics. Use when user mentions logs, incidents, errors, failures, debugging, troubleshooting, log analysis, or investigating production issues.
single-cell-rna-qc
biocontext-ai/skill-to-mcpPerforms quality control on single-cell RNA-seq data (.h5ad or .h5 files) using scverse best practices with MAD-based filtering and comprehensive visualizations. Use when users request QC analysis, filtering low-quality cells, assessing data quality, or following scverse/scanpy best practices for single-cell analysis.
database-architect
marcioaltoe/claude-craftkitExpert database schema designer and Drizzle ORM specialist. Use when user needs database design, schema creation, migrations, query optimization, or Postgres-specific features. Examples - "design a database schema for users", "create a Drizzle table for products", "help with database relationships", "optimize this query", "add indexes to improve performance", "design database for multi-tenant app".
ab-test-analysis
aj-geddes/useful-ai-promptsDesign and analyze A/B tests, calculate statistical significance, and determine sample sizes for conversion optimization and experiment validation
cohort-analysis
aj-geddes/useful-ai-promptsTrack and analyze user cohorts over time, calculate retention rates, and identify behavioral patterns for customer lifecycle and retention analysis
correlation-analysis
aj-geddes/useful-ai-promptsMeasure relationships between variables using correlation coefficients, correlation matrices, and association tests for correlation measurement, relationship analysis, and multicollinearity detection
data-visualization
aj-geddes/useful-ai-promptsCreate effective visualizations using matplotlib and seaborn for exploratory analysis, presenting insights, and communicating findings with business stakeholders
database-monitoring
aj-geddes/useful-ai-promptsMonitor database performance and health. Use when setting up monitoring, analyzing metrics, or troubleshooting database issues.
database-performance-debugging
aj-geddes/useful-ai-promptsDebug database performance issues through query analysis, index optimization, and execution plan review. Identify and fix slow queries.
exploratory-data-analysis
aj-geddes/useful-ai-promptsDiscover patterns, distributions, and relationships in data through visualization, summary statistics, and hypothesis generation for exploratory data analysis, data profiling, and initial insights
grafana-dashboard
aj-geddes/useful-ai-promptsCreate professional Grafana dashboards with visualizations, templating, and alerts. Use when building monitoring dashboards, creating data visualizations, or setting up operational insights.
statistical-hypothesis-testing
aj-geddes/useful-ai-promptsConduct statistical tests including t-tests, chi-square, ANOVA, and p-value analysis for statistical significance, hypothesis validation, and A/B testing
stress-testing
aj-geddes/useful-ai-promptsTest system behavior under extreme load conditions to identify breaking points, capacity limits, and failure modes. Use for stress test, capacity testing, breaking point analysis, spike test, and system limits validation.
user-research-analysis
aj-geddes/useful-ai-promptsAnalyze user research data to uncover insights, identify patterns, and inform design decisions. Synthesize qualitative and quantitative research into actionable recommendations.
hypothesis
anam-org/metaxyUse Hypothesis for property-based testing to automatically generate comprehensive test cases, find edge cases, and write more robust tests with minimal example shrinking. Includes Polars parametric testing integration.
database-schema-designer
ArieGoldkin/ai-agent-hubUse this skill when designing database schemas for relational (SQL) or document (NoSQL) databases. Provides normalization guidelines, indexing strategies, migration patterns, and performance optimization techniques. Ensures scalable, maintainable, and performant data models.
testing-strategy-builder
ArieGoldkin/ai-agent-hubUse this skill when creating comprehensive testing strategies for applications. Provides test planning templates, coverage targets, test case structures, and guidance for unit, integration, E2E, and performance testing. Ensures robust quality assurance across the development lifecycle.
executive-dashboard-generator
OneWave-AI/claude-skillsTransform raw data from CSVs, Google Sheets, or databases into executive-ready reports with visualizations, key metrics, trend analysis, and actionable recommendations. Creates data-driven narratives for leadership. Use when users need to turn spreadsheets into executive summaries or board reports.
expert-panel
OneWave-AI/claude-skillsAssemble 2-3 complementary experts to collaboratively analyze anything. Experts work together to explore topics from multiple expert angles.
hypothesis-testing-engine
OneWave-AI/claude-skillsTake any claim and design + execute a complete research protocol to test it. Apply scientific method automatically: design study, gather data, run analysis, provide verdict with confidence level.
player-comparison-tool
OneWave-AI/claude-skillsSide-by-side stat comparisons with context. Adjust for era, pace of play, league differences. Advanced metrics explained in plain English.
visualizing-subagents
WarrenZhu050413/Warren-Claude-Code-Plugin-Marketplace"Visualize subagent task dependencies using ASCII diagrams before launching agents and create comprehensive HTML summaries after completion."
gene-set-enrichment
monarch-initiative/deep-research-clientPerform gene set enrichment analysis using AI research providers. Analyzes lists of genes to identify biological themes, pathways, and functional associations.
reflect-on-work
dtinth/dotfiles"Systematic reflection process to analyze recent work and extract learnings. Evaluates what went well, what failed, what was confusing, and what knowledge would help future instances. Produces actionable insights and documentation updates. Use when: user says 'reflect', asks 'what did we learn?', completes a significant feature, or wraps up focused work."