What problem does it solve?
It turns a talk brief into technically defensible conference slides by enforcing narrative structure, citation-aligned technical accuracy, and venue-appropriate time and density constraints.
Core Features & Use Cases
- Draft → review → audit → revise lifecycle: iteratively converges slide content using deterministic phase outputs and a scored rubric.
- Mandatory technical fact-check (audit) for every READY version: enumerates every technical claim and blocks advancement on any wrong claim.
- Deterministic rehearsal gates: flags slides that exceed density caps or project an overrun beyond the declared venue slot.
- Figure pipeline with validation: renders Mermaid diagrams to PNG (mmdc) and supports data plots without inventing data.
- Optional terminal handout export: produces a leave-behind PDF from the converged version for 2-up, 4-up, or notes-below formats.
Quick Start
Run an outliner and generator workflow for thread kdd-2026-keynote to produce technically audited Markdown+Marp talk slides and then export a 4-up handout PDF.