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learn-skill

Workflow Updated 2026.08.23

Run the following command in DeepSeek Harness:

dsh plugin install gtbwpkwjnb-alt/learn-skill

Paste the following prompt into your AI chat to install this plugin:

Run dsh plugin install gtbwpkwjnb-alt/learn-skill in your DeepSeek Harness terminal to install the plugin; the source code is hosted at https://github.com/gtbwpkwjnb-alt/learn-skill — after installing, restart dsh web and enable it under Settings → Plugins.

About this plugin

Video and podcast content is everywhere, but turning a forty-minute talk into a structured, searchable note still means manual transcription, screenshot OCR, and reformatting. learn-skill automates the entire pipeline as an agent-native workflow: hand it a shared link or a local audio file, and it normalizes short URLs, extracts subtitles (falling back to resilient transcription when none exist), runs keyframe OCR, then performs a three-stage Map-Reduce-Verify pass using the current agent session model. No external model API calls are made; the main script only handles local extraction and evidence storage.
The output is a hierarchical knowledge card rather than a wall of text: timestamped chapter breakdowns, a Mermaid mind-map, highlighted insights, glossary terms, flashcards, and a three-part summary. Import straight into Obsidian (default) or SiYuan, or keep a local Markdown copy. A SQLite task ledger tracks every artifact for resumable runs, and local scratch files are cleaned up after a successful import so your vault stays tidy.
Built for developers and researchers who already work with AI agents and maintain a personal knowledge base. No extra model credentials, no tool-chain juggling: paste a link, give the agent a one-line instruction, and a well-structured, reviewable note lands in your vault minutes later.

Use Cases

  • Pipe a Douyin, Bilibili, or YouTube link into your agent and get a hierarchical knowledge card with chapters, a mind-map, and flashcards in minutes
  • Batch-process local audio and video files with subtitle extraction and keyframe OCR, then import straight into Obsidian or SiYuan
  • Run full-text Map-Reduce-Verify analysis using the current agent session model without needing an external model API key

Best For

  • Developers who rely on AI agents for technical research and writing
  • Power users maintaining personal knowledge bases in Obsidian or SiYuan
  • Knowledge workers who need to distill insights from videos and podcasts efficiently