- 01
Define the workflow learning job
Treat “video topic generator” as a search job to investigate, not as proof that a SEELE feature exists. First turn the query into a repeatable sequence with explicit inputs, review points, and a reversible handoff. Write the intended audience, source owner, desired change, protected details, reviewer, and delivery condition before selecting any interface or model. That brief keeps the evaluation specific and makes an unsupported assumption visible early. Before revision, preserve the decision history, and ask the continuity editor to record temporal order before the editorial approval.
- 02
Prepare inputs for general video generation
For this topic, assemble a bounded scene brief, authorized references, shot objective, continuity anchors, audio intent, and delivery constraints. Record where each source came from, who may use it, and what must remain unchanged. Use a small representative asset for the first pass, keep the original untouched, and define a fallback route so experimentation cannot silently become the production master. Before revision, preserve the reference set, and ask the factual editor to record destination fit before the production checkpoint.
- Confirm ownership, consent, and allowed reuse Before delivery, preserve the handoff draft, and ask the production lead to record source fidelity before the evidence refresh.
- Preserve an untouched source and version history Before delivery, preserve the decision history, and ask the source custodian to record reversal cost before the delivery pass.
- Name the reviewer and acceptance condition Before delivery, preserve the control log, and ask the factual editor to record input provenance before the evidence refresh.
- 03
Test observable controls for video topic generator
A bounded evaluation should inspect subject action, composition, camera behavior, timing, continuity, revision behavior, and export readiness. Change one meaningful variable at a time and record the date, workspace, account context, input, setting, result, and failure. Topic selection can prioritize the question, but it does not establish availability, quality, speed, licensing, or a supported SEELE workflow. Before delivery, preserve the test fixture, and ask the continuity editor to record format readiness before the delivery pass.
- 04
Review evidence, safety, and policy boundaries
This guide does not confirm that SEELE exposes a named generator, model, duration, audio mode, or export option. Use only authorized media, separate observed behavior from marketing language, and check current first-party documentation for any product-specific claim. For third-party products, competitors, plans, models, and platform rules, attach a verification date and primary source; an absent statement is an evidence gap rather than proof of a limitation. For a controlled test, preserve the reference set, and ask the channel editor to record camera logic before the bounded test.
- 05
Approve a reversible production handoff
Before advancing “video topic generator”, test one representative shot, document visible controls and failures, then judge whether human revision remains practical. Document remaining manual work, unresolved evidence, destination requirements, and the person accepting the result. The handoff should preserve sources and test notes, allow correction, and avoid promises about output quality, turnaround, business performance, publishing, or access that the evidence does not support. While evidence is current, preserve the reference set, and ask the policy reviewer to record destination fit before the source comparison.