Ingest URLs or files and extract deduplicated insights with source attribution.
npx skills add https://github.com/harperaa/bastionclaw --skill ingest-harperaa
Please help me install this Agent Skill. Skill: ingest Source: https://github.com/harperaa/bastionclaw/tree/main/.claude/skills/ingest Command: npx skills add https://github.com/harperaa/bastionclaw --skill ingest-harperaa
Ingest content sources (articles, YouTube videos, PDFs, podcasts) and extract actionable insights with source attribution.
Ingest the provided URL or file and extract key takeaways.
High-intent search queries and answers about installing and using this skill.
To extract insights from YouTube videos and PDFs without duplicates, ingest the content sources and apply semantic search deduplication against existing memory. This ensures only new, actionable insights are stored with proper source attribution.
Semantic search deduplication for content ingestion is the process of comparing newly extracted insights against existing ones using semantic similarity. It prevents redundant data storage by identifying and filtering out insights that convey the same meaning.
Yes, you can ingest podcasts and articles with source attribution tracking. The ingestion process extracts key takeaways and maintains provenance metadata, allowing downstream recall and auditing of where each insight originated.
Yes, you need a semantic search index to deduplicate content insights. The deduplication mechanism relies on this index to perform semantic comparisons across sources and accurately identify overlapping insights.
The best way to extract actionable insights from multiple content formats like articles, PDFs, and videos is to use an ingestion tool that normalizes diverse sources, applies semantic deduplication, and tracks provenance metadata for attribution.
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