- 01
Define the workflow learning job
Treat “highlight reel maker” 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 rights memo, and ask the creative lead to record input provenance before the fallback decision.
- 02
Prepare inputs for social video tools
For this topic, assemble an audience brief, owned assets, current destination specifications, caption needs, disclosures, and a publishing owner. 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 test fixture, and ask the identity reviewer to record failure conditions before the acceptance review.
- Confirm ownership, consent, and allowed reuse For a reversible workflow, preserve the brief version, and ask the rights reviewer to record claim scope before the release review.
- Preserve an untouched source and version history For a reversible workflow, preserve the source ledger, and ask the accessibility reviewer to record reversal cost before the production checkpoint.
- Name the reviewer and acceptance condition For a reversible workflow, preserve the test fixture, and ask the creative lead to record input provenance before the release review.
- 03
Test observable controls for highlight reel maker
A bounded evaluation should inspect format adaptation, hook clarity, pacing, safe-area composition, captions, brand consistency, and handoff packaging. 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 a reversible workflow, preserve the control log, and ask the accessibility reviewer to record control availability before the release review.
- 04
Review evidence, safety, and policy boundaries
No platform acceptance, reach, engagement, monetization, automatic posting, or policy compliance is guaranteed. 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 the next gate, preserve the authorization record, and ask the brand reviewer to record camera logic before the scope confirmation.
- 05
Approve a reversible production handoff
Before advancing “highlight reel maker”, validate the edit against current platform documentation and have a human approve claims, disclosure, and publication. 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. At handoff, preserve the authorization record, and ask the claims reviewer to record destination fit before the bounded test.