Five continuity locks
Character, space, prop, action, and emotion locks for AI video retake decisions.
Pixel-style portrait of Bai Ziye operating a cinema camera rig, used as the visual identity for his AI production control work.
Beijing Film Academy direction x AI-native execution
Film-trained AI production control.
I translate director judgment into source selection, AI video shot packages, agent handoff, retake gates, artifact review, and lesson writeback for non-engineer operators.
我把导演判断、影像生产、AI coding agent 和产物验收接成一条可审查的控制链。
Start from the failure
Three public-safe routes before any private project work.
Public method library
Control surfaces, not motivational AI talk.
DirectorShotIR
Performance, blocking, camera, transition, asset roles, review rule, retake target.
Project Clinic
Intent, source, capability route, first safe action, review checklist, writeback.
Video admission ladder
Raw artifact, static evidence, playback, relation checks, owner seal.
Case tracks
Public-safe method evidence without private project leakage.
The public cases explain structure, control decisions, and review boundaries. They do not publish private scripts, raw media, provider state, customer material, or final acceptance truth.
Filled synthetic script-to-package sample
A complete invented scene with locks, shot packages, QA boundary, and handoff.
Script to dispatchable AI video packages
From script intent to visual evidence, package review, retake, and handoff.
DirectorShotIR and crew-style agents
How a vague AI assistant becomes role-based creative responsibility.
Project Clinic for non-engineers
From messy request to source bundle, task packet, review checklist, writeback.
Copy-ready starting points
Blank tools that help a real conversation start.
GitHub proof appendix
Old repos are building blocks, not the identity.
Public discovery loop
Bookmark the method library when it saves a false start.
Stars are optional bookmarks, not proof of product quality or final outcomes. The useful part is the public control language: AI video continuity, DirectorShotIR, Project Clinic, workflow rescue, and video admission.