Data

Local Agent Registry — a standalone, dependency-free service that tracks running Claude Code (and other) agent instances.

Use when the user has tabular data (pandas DataFrame, parquet, csv, Arrow, json) and wants to filter, group, aggregate, join, or speed up slow pandas.

Use when the user wants to run SQL — especially analytical SQL — on local files (parquet/csv/json), URLs, S3 paths, or remote databases (Postgres, MySQL…

Read Fronius photovoltaic inverter data through the local Fronius Solar API V1 or Solar.web Query API cloud, without exposing access-key material.

Read Microsoft 365 data through Microsoft Graph: Outlook mail/calendar, OneDrive/SharePoint files, Teams, chats, and user profile.

Capture PostHog events, update person properties, read persons, inspect feature flags, test flag evaluation, and run bounded analytics queries through…

Analyze an input repeatedly without a termination condition

Code generator skills that produce production-ready Swift code for common app components.

Read and write Google Sheets spreadsheets - get content, update cells, append rows, fetch specific ranges, search for spreadsheets, and view metadata.

Execute read-only SQL queries against multiple Microsoft SQL Server databases.

Execute read-only SQL queries against multiple MySQL databases.

Execute read-only SQL queries against multiple PostgreSQL databases.

Continue KERMT pretraining on a custom SMILES corpus with a grover_base, cmim, or hybrid checkpoint.

Finetune a pretrained KERMT encoder on a labeled CSV.

Run predictions with a finetuned KERMT checkpoint on a SMILES-only CSV.

Estimates intracellular metabolic fluxes from steady-state carbon-13 isotope-tracing measurements using validated atom maps, mfapy isotope simulation…

Applies Arbor Hypothesis Tree Refinement to research artifacts with repeatable evaluators, including model training, agent harnesses, data synthesis and…

Organizes, queries, validates, and converts Brain Imaging Data Structure (BIDS) datasets.

Builds molecular property prediction and MoleculeNet workflows with DeepChem, including SMILES featurization, scaffold or grouped holdouts, masked labels…

Retrieves and analyzes Cancer Dependency Map (DepMap) release data, including CRISPR Chronos gene effects, cancer model annotations, omics biomarkers, and…

Designs experiments and studies BEFORE data is collected — choosing a design, randomizing, blocking, and laying out treatment combinations so results are…

Performs bounded, local exploratory analysis of explicitly supported scientific files.

Analyzes flow cytometry data with FlowKit, including spillover compensation, logicle and biexponential transforms, hierarchical gating, GatingML strategies…

Queries 20+ bioinformatics resources through CLI/Python.