statLens.ai

statLens Agent

Submit your data, metadata and hypothesis once. The agent inspects the files, interprets the question, reasons over the statLens knowledge base, and returns a Statistical Model Card with its formulation.

Agent
Statistical Reasoning Agent
agent: model-selection · statlens-32b
Inputs
OMICS 1
mgx_species_relab.tsv
120 × 842 · count-like · 61.4% zeros
OMICS 2
mbx_metabolites.csv
120 × 1,423 · continuous · 2.1% missing
META
sample_metadata.csv
120 × 11 · 60 subjects · 2 visits
Study information

Detected from your files and question. Confirm or override — these drive the recommendation.

detected
detected
from question
detected
detected
detected
detected
derived
Reasoning stack

Models and knowledge sources the agent may call. Each is a swappable connection — adding one does not change this interface.

statlens-32b
primary statistical reasoner
ACTIVE
Method Registry retrieval
hybrid filter + pgvector search
ACTIVE
External LLM — formulation review
optional second opinion on the algebra
ACTIVE
Literature & guideline index
citations and reporting standards
ACTIVE
microCafe.ai execution
runs the recommended model
HANDOFF
Ready to reason

Three files and a question are loaded. Run the agent to see the study interpretation, the reasoning trace, and the recommended model.