video-memory
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ChineseVideo memory
视频记忆
Every video ever watched on this machine is still here — frames, OCR,
transcripts, and past answers, in one persistent index under
. You never have to say "I don't remember that video."
Sessions don't expire it; watching more videos makes it more useful.
~/.watch-skill/这台设备上观看过的所有视频都被留存了下来——包括帧画面、光学字符识别（OCR）结果、文字转录内容以及过往回答，全部存储在路径下的一个持久化索引中。你永远不必说“我不记得那个视频了”。会话结束不会清除这些内容；观看更多视频只会让这个索引更实用。
~/.watch-skill/What's in the library?
库中包含什么？
bash
watch-skill listEvery indexed video: id, title, duration, when it was analyzed. Check
here before watching anything — it may already be in memory from a
previous session.
bash
watch-skill list所有已建立索引的视频：包含ID、标题、时长以及分析完成时间。在观看任何视频前先在这里查看——它可能已经在之前的会话中被存入记忆了。
Find something across all of it
在所有内容中查找信息
bash
watch-skill search "<phrase or keywords>"Hybrid keyword + semantic search across every video, any language
(Arabic folding, CJK and Thai segmentation are handled). Hits come back
with video + timestamp; follow up on a hit with:
bash
watch-skill ask <video_id> "<the user's actual question>"
watch-skill moment <video_id> <timestamp>bash
watch-skill search "<短语或关键词>"对所有视频执行混合关键词+语义搜索，支持任意语言（已处理阿拉伯语折叠、中日韩及泰语分词）。搜索结果会返回视频+时间戳；针对搜索结果可以进一步执行：
bash
watch-skill ask <video_id> "<用户的实际问题>"
watch-skill moment <video_id> <timestamp>Questions that span videos
涉及多个视频的问题
"What did we decide about the pricing page across those meetings?" —
questions no single video answers go to the library synthesizer:
bash
watch-skill library ask "<the question>"It answers from distilled notes across every indexed video, drills into
real evidence, and cites video + timestamp for each finding. When it
says the library does not clearly answer, trust that — do not stitch a
guess together from weak search hits.
shows what the library knows (videos, note counts, entities recurring
across videos).
watch-skill library overviewFor "which video showed X" (locate, not synthesize), plain is
the right tool; then the hit video.
searchask“那些会议中关于定价页面我们做出了什么决定？”——这类单个视频无法回答的问题需要使用库合成器：
bash
watch-skill library ask "<问题>"它会基于所有已索引视频的提炼笔记进行作答，深入查找真实证据，并为每个结论标注对应的视频+时间戳。当它表示库中没有明确答案时，请予以信任——不要从模糊的搜索结果中拼凑猜测内容。会展示库中已存储的内容（视频、笔记数量、跨视频重复出现的实体）。
watch-skill library overview对于“哪个视频展示了X”这类定位类问题（而非合成内容），直接使用工具即可；然后针对搜索到的视频使用命令。
searchaskBatches build memory fast
批量操作快速构建记忆
A playlist or a folder of recordings goes in as one call —
— and the whole set becomes
searchable memory (see ).
watch-skill batch "<playlist-or-folder>"watching-videos只需一次调用即可将播放列表或文件夹中的录像导入————整个集合会变成可搜索的记忆（详见）。
watch-skill batch "<播放列表或文件夹路径>"watching-videos