Search and audit personal knowledge bases with hybrid vector and BM25 indexing.
npx skills add https://github.com/lanej/dotfiles --skill pkm
Please help me install this Agent Skill. Skill: pkm Source: https://github.com/lanej/dotfiles/tree/main/claude/skills/pkm Command: npx skills add https://github.com/lanej/dotfiles --skill pkm
This Skill solves the challenge of finding relevant, up-to-date, and trustworthy information within your personal knowledge base. Traditional systems often lack temporal awareness, quality filtering, and robust relationship tracking, leading to stale or unreliable search results.
Search your workspace for "API authentication" and show only facts from fresh documents.
High-intent search queries and answers about installing and using this skill.
Quality-filtered search lets you find relevant documents by certainty level, information type, and freshness. Filter for high-certainty facts updated in the last 30 days, or exclude stale content to ensure search results are trustworthy and current for your needs.
Temporal awareness tracks when documents were created and updated, allowing you to filter by recency and identify stale information. This ensures your search results prioritize fresh, up-to-date knowledge over outdated or superseded content.
Yes, relationship tracking automatically maps wikilinks, references, and backlinks across documents. This reveals how knowledge connects, helps you discover related content, and shows the impact of each document within your workspace.
Knowledge base audits systematically identify documents needing review, updates, or better metadata. Run audits to flag outdated content, missing context, and quality gaps, keeping your personal knowledge base valuable and trustworthy over time.
Yes, hybrid indexing combines vector embeddings and BM25 keyword search. This dual approach retrieves semantically similar results alongside exact keyword matches, improving relevance for complex knowledge queries.
The Skill supports LSP and MCP editor integrations for intelligent search and knowledge curation directly within your development environment. Access quality-filtered search and relationship tracking without leaving your editor.
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