Automated exploratory data analysis with statistical summaries and visualizations

Intercepts GitHub URL fetches and curl/wget commands, redirecting to the authenticated gh CLI.

Safely analyzes and cleans up local git branches and worktrees by categorizing them as merged, squash-merged, superseded, or active work.

Identify grammar, logical, and flow errors in text and suggest targeted fixes without rewriting the entire text

Create a go-to-market strategy covering marketing channels, messaging, success metrics, and launch timeline

Combines careful + freeze. Dual protection: destructive command warnings plus edit boundary enforcement.

Identify risky assumptions for a new product idea across 8 risk categories including Go-to-Market, Strategy, and Team

iOS application development covering UIKit, SnapKit, and SwiftUI with Apple HIG compliance

Generate a Lean Canvas with problem, solution, metrics, cost structure, UVP, unfair advantage, channels, segments, and revenue

Draws Tarot cards using cryptographic randomness to add entropy to vague or underspecified planning. Interprets the spread to guide next steps.

Estimate market size using TAM, SAM, and SOM with top-down and bottom-up approaches

Generate 5 creative, cost-effective marketing ideas with channels, messaging, and engagement rationale

Mass spectrometry data matching, comparison, and spectral similarity analysis

Brainstorm 3-5 monetization strategies with audience fit, risks, and validation experiments

Monitor on-chain events like large transfers and contract deployments

Synthesize performance findings into evidence-backed recommendations and decisions

Run sequential performance benchmarks with strict duration rules and baseline management

Perform a PESTLE analysis covering Political, Economic, Social, Technological, Legal, and Environmental factors

Prioritize assumptions using an Impact × Risk matrix and suggest experiments for each

Prioritize a backlog of feature ideas based on impact, effort, risk, and strategic alignment with top 5 recommendations

Brainstorm an inspiring, achievable, and emotional product vision that motivates teams and aligns stakeholders

Property-based testing guidance for multiple languages and smart contracts

Materials science analysis, crystal structure manipulation, and phase diagrams

Cheminformatics molecular operations, fingerprints, and property calculations

Self-reflection on recent activity to identify patterns and improvements

Assess whether something can be built, with what effort, and what risks or blockers exist. Evaluates technical, resource, and timeline feasibility.

Broad survey of a space -- players, trends, dynamics, and emerging patterns. Maps the territory before committing to a direction.

Compare specific alternatives with structured criteria. Side-by-side evaluation of options across dimensions that matter for the decision at hand.

Analyze user feedback data to identify segments with sentiment scores, JTBD, and product satisfaction insights

Use when executing implementation plans with independent tasks in the current session

Builds iOS/macOS/watchOS/tvOS applications with Swift 5.9+, SwiftUI, async/await concurrency, actors, protocol-oriented programming, and Vapor.

Perform a detailed SWOT analysis — strengths, weaknesses, opportunities, and threats with actionable recommendations

Sync documentation with code — find outdated refs, update CHANGELOG, flag stale examples

Create refined user personas from research data — 3 personas with JTBD, pains, gains, and unexpected insights

Segment users from feedback data based on behavior, JTBD, and needs. Identifies at least 3 distinct user segments

Find similar vulnerabilities and bugs across codebases using pattern-based analysis

Create product backlog items in Why-What-Acceptance format — independent, valuable, testable items with strategic context

Time series analysis and temporal pattern detection for scientific data

Query AlphaFold protein structure predictions database

Annotated data matrix operations for single-cell genomics using AnnData

Gene regulatory network inference using tree-based ensemble methods

Architecture Decision Record documentation

Search and retrieve preprints from the arXiv repository

Statistical analysis and balance verification of game data

Integration with Benchling laboratory information management system

AI-powered academic paper search and retrieval

Query BindingDB for protein-ligand binding affinity data

Search and retrieve preprints from the bioRxiv repository

Programmatic access to biological web services and databases

Creative ideation with MDA analysis

Query BRENDA enzyme information and kinetics database

Standardized bug documentation

Create new Aeon skills from a description

Generate a Business Model Canvas with all 9 building blocks

Query cBioPortal for cancer genomics data exploration

Access and analyze the CZ CELLxGENE Census single-cell data

Generate changelogs from recent commits and merged PRs

Query ChEMBL bioactivity database for drug-like molecules

Manage, format, and organize scientific citations and bibliographies

Evidence-based clinical decision support and diagnostic reasoning

Generate structured clinical reports from patient and study data

Search ClinicalTrials.gov for clinical study information

Query CPIC pharmacogenomics clinical annotations database

Query ClinVar for genomic variant clinical significance data

Constraint-based metabolic modeling and flux balance analysis

Analyze codebase health metrics including complexity and dependencies

Detect compiler-induced timing side-channels in cryptographic code

Query COSMIC somatic mutation database for cancer genomics

Interprets Culture Index survey results for individuals and teams

Parallel and distributed computing for large-scale data processing

Access Google Data Commons public datasets and statistics

Molecular data processing, featurization, and cheminformatics workflows

Deep learning for drug discovery, materials science, and chemistry

Tools for deep-sequencing data analysis and visualization

Track DeFi protocol metrics including TVL, yields, and liquidations

Financial data aggregation and economic indicator analysis

Access Cancer Dependency Map project data for functional genomics

Clean AI slop from code with certainty-based findings and auto-fixes

DNA sequence profiling and genetic variant characterization

Molecular docking prediction using DiffDock diffusion model

Generate a consolidated digest from multiple information sources

Integration with DNAnexus genomics data analysis platform

Query DrugBank for comprehensive drug and target information

Interact with and understand the DWARF debugging format

SEC EDGAR filings retrieval and financial document analysis

Query European Nucleotide Archive for sequencing data

Query Ensembl genome browser for gene annotations and sequences

Protein language model analysis using Meta ESM models

Effort breakdown and estimation

Phylogenetic tree visualization, manipulation, and analysis

Query FDA drug approvals, labels, and adverse event databases

Implement features on branches from issue descriptions

Flow cytometry data file parsing and analysis

Computational fluid dynamics simulation and analysis

Access Federal Reserve Economic Data (FRED) time series

Quality gate validation