Research Assistant
Analyze CourseSpark evidence for Reasoning, Judgment, and Transfer.
A mixed-methods research assistant that codes learner segments against the Human Capacity Framework™ — separating direct observation, interpretation, and speculation. No composite capability scores. No invented quotations. Every conclusion carries evidence, alternatives, and confidence.
Reasoning
Claims, evidence, assumptions, alternatives, counterarguments, uncertainty, revision.
Judgment
Decision criteria, trade-offs, consequences, credibility, confidence calibration.
Transfer
Novel application, contextual adaptation, constraints, proposed action, barriers.
Eight distinct outputs
Every run produces a data quality report, construct-level descriptive analysis, coded evidence excerpts, inductive candidate themes, a mixed-method joint display, limitations, a research memo, and recommended next analysis.
Bring your own data
Paste JSON or JSONL, upload CSV — or connect CourseSpark later. The framework prompt is pinned; the model cannot invent participants, statistics, or missing data.