Media ✦ 60outlineNot a production recipe — calibrate thresholds

Caption sponsor skip

Who: Media tooling. Steps: Caption segments → sponsor probability → seek UI. Expected effect: Author-reported demo vs SponsorBlock sample.

Source: https://github.com/valentynkit/jev-skip ↗ Docs / source ↗

Treat this as an outline — adapt state and questions to your data.

Implement in code — call System One / Jev; compose answers yourself.

Gate on confidence — act, confirm, or escalate before side effects.

Outline sketch

Prompt

# Caption sponsor skip
State: relevant software state for this pattern.
Ask: Choice / Score / Noul questions that close the decision space.
Then: compose the route or action in code; escalate when confidence is low.

Needs access to: typesafe-sdk

Who it's for

Media tooling

Steps / how it's set up

Steps

Caption segments.
sponsor probability.
seek UI.

Sources

Metrics and demo claims are author-reported or cookbook-reported unless you measure them yourself. Calibrate on your data.

Expected effect

Author-reported demo vs SponsorBlock sample

Unofficial outline for learning. Paraphrased from public docs and tutorials — not a production recipe. Review sources before you automate anything.