Agent Skills by Jonas Walheim
Showing 13 vetted skills indexed across 1 GitHub repositories.
j-walheiminput-checker
Classify and reformat scientific documents into structured paper-like sections for critique.
j-walheimbias-detection
Detect methodological bias patterns in scientific hypotheses with severity assessments.
j-walheimhypothesis-typology
Classify scientific hypotheses into five types (T1-T4, U1) for critique prioritization.
j-walheimbayesian-reanalysis
Perform Bayesian Monte Carlo re-analysis of clinical trial data with literature-derived priors.
j-walheimprior-evidence
Map scientific evidence landscapes by querying PubMed and Scholar Gateway.
j-walheimwhy-now
Assesses novelty and viability of scientific hypotheses using PubMed and Scholar Gateway data.
j-walheimunderpowered-trial
Perform reverse power calculations and confidence interval analysis on negative clinical trials.
j-walheimfeasibility
Assesses unmet medical need and clinical trial feasibility including recruitment, cost, and timeline.
j-walheimcritique-workflow
Orchestrate a multi-stage scientific hypothesis critique workflow with evidence retrieval and verdict synthesis.
j-walheimverdict-synthesis
Synthesize analytical module outputs into a scientific hypothesis critique with verdict and confidence.
j-walheimpower-analysis
Calculate statistical power and sample sizes for clinical trial endpoints.
j-walheimconfounding-assessment
Enumerate confounding variables and construct causal DAGs for exposure-outcome pairs.
j-walheimcrl-pattern-match
Analyze scientific hypotheses against historical FDA CRL deficiency patterns.