I gave my coding agent my basketball videos and asked it to be my coach

Описание и применение

Пользователь играет в взрослом полутрафессиональном баскетбольном турнире без тренора и без просмотра видео. У него есть большое количество телефонных видео с тренировок и игр, которое никто не просматривает. Он создал CLI sports-video-coach (MIT), который разбивает видео на контактные листы, передает их агенту через код выхода 3, а агент пишет review.json, после чего CLI генерирует страницу с разлетками иnarration и видео с фьюс-каче, кольви и субтивами.

Задача

A basketball player in an adult rec league has phone video of shooting drills and game plays but no coach, no film watchers, and no way to turn raw video into a coaching page with clips, narration, and subtitles.

Результат

The CLI lets the user give their coding agent basketball video and get back a coaching page with clips and narration plus a video with freeze frames, rings, and subtitles. The agent pointed out that 9 of 11 set shots and 7 of 19 jump shots went in, and that all 8 jump shots in the last ten minutes missed, which the user had not noticed.

Рабочий процесс

• Run sports-video-coach run drill.mp4 --sport basketball to split the video into frame sheets and hand them to the agent
• Agent opens the contact sheets, writes review.json using the guide sports-video-coach guide review, and runs the same command again
• If the review is too short, the run refuses to build a page and says why; the agent fixes it and reruns
• A rerun skips already-done steps and flags later steps that are now out of date so they can be redone or kept with --accept

Доказательства

I play in an adult rec basketball league. Nobody coaches us and nobody watches film. What we do have is a lot of phone video that nobody opens again.

Источник

On one session it pointed out that my set shots went 9 of 11, my jump shots 7 of 19, and the 8 jump shots in the last ten minutes all missed. I hadn't noticed that at all.

Источник

Video goes in, you get a coaching page with clips and narration, and a video with freeze frames, rings and subtitles.

Источник

Exit code 3 means 'your turn'. The agent opens the contact sheets, writes review.json (the guide is sports-video-coach guide review), and runs the same command again. Exit 1 means a step failed and names its log, 0 means done.

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If the review is too short, the run refuses to build a page and says why: review.json: needs a moments list with at least 3 entries

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Basketball is the sport I built it for. It has player tracking and pulls the league box score, but tracking needs a GPU. Any other sport goes through generic: no tracking, just the agent looking at frame sheets.

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