- 01
Define the workflow learning job
Treat “switching characters” 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 brief version, and ask the creative lead to record source fidelity before the release review.
- 02
Prepare inputs for visual creation tools
For this topic, assemble a clear creative job, authorized references, required controls, reviewer expectations, budget context, and delivery format. 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 failure note, and ask the identity reviewer to record human approval before the release review.
- Confirm ownership, consent, and allowed reuse In the decision log, preserve the input snapshot, and ask the release approver to record revision intent before the release review.
- Preserve an untouched source and version history In the decision log, preserve the control log, and ask the brand reviewer to record temporal order before the release review.
- Name the reviewer and acceptance condition In the decision log, preserve the decision history, and ask the continuity editor to record identity consent before the release review.
- 03
Test observable controls for switching characters
A bounded evaluation should inspect input support, controllability, source fidelity, revision behavior, governance, collaboration, and handoff 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. In the decision log, preserve the source ledger, and ask the brand reviewer to record failure conditions before the production checkpoint.
- 04
Review evidence, safety, and policy boundaries
Third-party names, pricing, features, access, and specifications require current dated first-party verification. 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 reversible workflow, preserve the source ledger, and ask the delivery owner to record destination fit before the reversible handoff.
- 05
Approve a reversible production handoff
Before advancing “switching characters”, use a matched test asset, record the date and account context, separate observations from claims, and document tradeoffs. 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. For the named reviewer, preserve the source ledger, and ask the production lead to record revision intent before the acceptance review.