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Skillsdsh-plugin

dsh-video-understand

Low-cost video understanding plugin for DeepSeek Harness: converts Bilibili/local videos into an AVIS information layer for summarization and QA, with token compression over 99.95%.

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Aug 24, 2026
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Installation

No reliable install command was detected. Check the project README for installation instructions.

Overview

Low-cost video understanding plugin for DeepSeek Harness: converts Bilibili/local videos into an AVIS information layer for summarization and QA, with token compression over 99.95%.

  • Registers video_understand tool for DeepSeek Harness agents.
  • Supports Bilibili URLs, BV IDs, and local video paths as input.
  • Builds AVIS information layer: ASR transcript, scenes, object tracks, YOLO semantics.
  • Automatic isolated Python environment creation with dependency installation on first call.
  • Three levels: L0 fully local, L1/L2 use MiMo VLM for visual analysis.
  • Token compression over 99.95% via information layer instead of raw frames.
  • Environment doctor command checks and auto-fixes dependencies.
  • Caches info layer per video (by content hash) to skip ASR on repeat questions.

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