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Plugins/dsh-video-understand

dsh-video-understand

Automated evidence available

Low-cost video understanding tool: a video_understand tool turns a Bilibili link / BV / local video into an AVIS info layer (ASR + scene structure + object tracks + YOLO labels) and returns summary + Q&A. Question-driven dynamic routing across layers (L0 ASR / L1 object tracks / L2 key-frame VLM), semantic-layer reuse for repeat questions, per-question budget cap. Python engine: core layer needs faster-whisper / opencv / yt-dlp (~200-300MB); the optional semantic layer adds ~2GB of torch / transformers / ultralytics. A bundled doctor --fix sets up the venv and installs both.

Author: ilps2 · Tools & Capabilities · Catalog snapshot: 2026-09-19

Canonical semantic path

Media & MultimodalVideo Understanding & Analysis

One primary path; alternate capabilities remain separate.
cost.budget-cappingenvironment.self-check-doctorvideo.asr-transcriptionvideo.bilibili-downloadvideo.qa-summaryvlm.frame-analysis

What it may solve

Low-cost video understanding tool: a video_understand tool turns a Bilibili link / BV / local video into an AVIS info layer (ASR + scene structure + object tracks + YOLO labels) and returns summary + Q&A. Question-driven dynamic routing across layers (L0 ASR / L1 object tracks / L2 key-frame VLM), semantic-layer reuse for repeat questions, per-question budget cap. Python engine: core layer needs faster-whisper / opencv / yt-dlp (~200-300MB); the optional semantic layer adds ~2GB of torch / transformers / ultralytics. A bundled doctor --fix sets up the venv and installs both.

Imported third-party catalog description; not a Registry verification conclusion.

Sources and public signals

ilps2/dsh-video-understand

8 stars · 928 downloads

Signals were provided by the source catalog and do not imply quality or safety. 2026-09-19

What can currently be confirmed

Active analysis coverage 5/5. Historical chains are retained but do not count toward current coverage.

Analysis complete

Source structure

Conclusion: The source structure check completed without finding a structural issue.

Analysis complete

Repository health

Conclusion: The GitHub repository is reachable and not archived. Public data: 9 stars, 54 commits, 0 forks, and 0 watches; latest commit 2026-08-24.

Analysis complete

npm release

Conclusion: Resolved npm release 0.5.2, published 2026-08-20, license MIT.

Analysis complete

DSH compatibility

Conclusion: Compatibility verification passed. Installation, profile loading, and sustained startup all completed. Test environment: DSH 0.1.6-alpha.2, web profile.

Analysis complete

Dependency audit

Conclusion: This bounded audit reported 0 known vulnerabilities. It covers only the locked versions and audit source; zero reports is not proof of safety.

Not analyzed

Functional verification

The plugin’s advertised feature has not been automatically verified. Passing installation and startup does not prove that feature works.

Analysis complete

Static risk scan

Conclusion: The scan observed 4 code capabilities: contains credential or token handling code, may read environment variables, may access the network, may start external processes. No predefined elevated-risk condition was triggered; this is not proof of safety.

Analysis complete

Package integrity

Conclusion: Package name, version, entrypoints, and checksum passed validation. Artifact: dsh-video-understand@0.5.2; SHA-256: a6ae3740d825cf940bb290979f72500b8406cf8d705bd17f3fece1448c9c4f81.

Automated evidence is scoped to the named artifact, DSH target and profile. It is not a blanket safety or feature-completeness claim.

Continue with the latest plugin manager

Describe your task in a DSH conversation and mention dsh-video-understand. After installing or updating the manager from npm latest, it can find this candidate through Registry, then inspect its actual source and version locally.

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