Run a sequential revision experiment on a text and record what the Pangram detector reports for each version, as an observed outcome: frozen editorial plan, one submission per step, real evaluations, preservation checks, chart and report.
MCP server for text-revision experiments that record the Pangram detector score as an observed outcome: frozen editorial plan, one submission per step, a real evaluation of every version, preservation checks, full history, chart and report.
Run a study the preregistered way with a tamper-evident record: hypotheses, protocol frozen by hash, decisions, deviations, gates, guarded expensive runs, budget, confirmatory vs exploratory results.