- 01
Define the workflow learning job
Treat “head trace” 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 delivery, preserve the control log, and ask the rights reviewer to record identity consent before the scope confirmation.
- 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 delivery, preserve the claim inventory, and ask the production lead to record destination fit before the scope confirmation.
- Confirm ownership, consent, and allowed reuse For the working record, preserve the claim inventory, and ask the delivery owner to record control availability before the rights check.
- Preserve an untouched source and version history For the working record, preserve the continuity note, and ask the continuity editor to record evidence freshness before the rights check.
- Name the reviewer and acceptance condition For the working record, preserve the delivery checklist, and ask the source custodian to record format readiness before the rights check.
- 03
Test observable controls for head trace
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. For the working record, preserve the failure note, and ask the rights reviewer to record temporal order before the rights check.
- 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. At this stage, preserve the input snapshot, and ask the rights reviewer to record evidence freshness before the dated decision.
- 05
Approve a reversible production handoff
Before advancing “head trace”, 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. While evidence is current, preserve the review copy, and ask the production lead to record temporal order before the reversible handoff.