llm-knowledge-basesInspired by a public workflow shared by Andrej Karpathy (@karpathy). From raw research to a living Markdown knowledge base that compounds with every question...
Install via ClawdBot CLI:
clawdbot install harrylabsj/llm-knowledge-basesGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Calls external URL not in known-safe list
https://x.com/karpathyAudited Apr 18, 2026 · audit v1.0
Generated Sep 5, 2026
A team uses this skill to systematically inspect, clean, and grow their internal Markdown knowledge base. The skill automates checks for missing sources, removes placeholders, and suggests new concept pages, improving knowledge organization.
Researchers capture articles, PDFs, and images into the vault, and the skill assists in compiling source notes, generating representations for non-text files, and filing answers back, ensuring all research is documented.
An individual uses the skill to manage their personal wiki of book reviews and notes. The skill helps clean up placeholder pages, add entity/concept pages for recurring themes, and provide summaries from the wiki.
A product documentation team uses the skill to detect missing source notes, repair ID drift, and generate synthesis pages that combine information from multiple manuals, improving documentation accuracy.
Offer curated, continuously improving wikis as a managed service for businesses, using the skill to maintain and expand client knowledge bases.
Deploy the skill as an internal assistant to reduce time spent on wiki maintenance and information retrieval, increasing team productivity.
Provide training and consulting to help organizations implement effective LLM-powered knowledge management practices using this skill.
💬 Integration Tip
Integrate the skill's tools into your existing workflow backend; ensure kb_* tools are available and configured.
Scored Sep 5, 2026
Manage a personal knowledge base by adding, searching, organizing, and reviewing articles, links, and notes with tags and natural language queries.
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