1. Intake
Capture the objective, audience, operating level, target channel, and missing evidence before building a concept.
2. Evidence review
Check the current build, capability manifest, test files, and authentic recordings before approving claims.
3. Concept selection
Generate multiple concept directions and compare authenticity, risk, pacing, and technical clarity.
4. Recording and analysis
Record a reproducible FreeCAD sequence, classify provenance, and analyze technical continuity and readabilty.
5. Edit and narration
Apply precise, machine-readable edits and turn approved claims into narration and captions that match the footage.
6. Truth audit and release
Run independent checks for claim validity, build match, reproducibility, and final publication approval.