AI Agents

Specialized methodology critique agents grounded in 47 standards

🦂All-in-one

Comprehensive Critique

Runs all agents simultaneously for a complete methodology assessment. Covers bias, design, reproducibility, and checklist compliance in one pass.

🔬Causal

Causal Inference Specialist

Evaluates causal claims, checks instrumental variable assumptions, propensity score specifications, and identifies threats to internal validity.

⚖️Design

Study Design Advisor

Assesses whether the study design matches the research question. Flags misalignment between aims, exposure definitions, and outcome measurement.

🛡️QC

Quality Control & Compliance

Checks adherence to CONSORT, STROBE, PROBAST, and other reporting guidelines. Flags missing elements and incomplete disclosures.

🧬Bias

Bias Detection

Hunts for selection bias, information bias, confounding, and collider stratification. Evaluates sensitivity analyses and robustness checks.

🔄Reproducibility

Reproducibility Assessment

Evaluates data availability, code sharing, pre-registration status, and whether the analysis pipeline could be independently reproduced.