Extract structured knowledge and actionable insights into atomic notes.
npx skills add https://github.com/zby/llm-do --skill extract-zby
Please help me install this Agent Skill. Skill: extract Source: https://github.com/zby/llm-do/tree/main/arscontexta/skills/arscontexta-extract Command: npx skills add https://github.com/zby/llm-do --skill extract-zby
This Skill automates the extraction of structured knowledge and actionable insights from raw source material, transforming unstructured text into organized, retrievable notes.
Use the extract skill to process the content of the provided document.
High-intent search queries and answers about installing and using this skill.
This Skill automates the extraction of structured knowledge from unstructured text, identifying core claims and patterns to generate organized, retrievable atomic notes for your knowledge base.
Yes, you can generate atomic notes from a research paper by feeding the document into this Skill to automatically extract key findings, proposed methods, and potential conflicts.
Relevance filtering ensures that extracted information directly impacts project development or understanding, applying a strict filter to general sources while comprehensively processing domain-relevant material.
Yes, this Skill requires a semantic search tool like mcp__qmd__vsearch and file operations to identify, categorize, and store extracted information from source material.
Using an extraction Skill that applies relevance filtering to isolate implementation ideas and core claims, storing them as structured atomic notes, is the best way to turn technical documents into actionable insights.
When extracting structured data from general sources, a relevance limitation applies, filtering information to only include items directly impacting project development rather than comprehensively extracting all available claims.
kinnerkarmanishExtract atomic claims with provenance, confidence, and topic tags from unstructured documents.
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darblexSave and retrieve concepts, tools, patterns, and references via the Ensue API.
adiman9Extract structured domain knowledge from source material into vault notes.
