kb

Umbrella for the kb LLM-maintained knowledge base skill. Bootstraps nine /kb-* slash commands (ingest, query, promote, lint, contradictions, prune, rebuild, reingest, bootstrap) on first use. Use when the user mentions kb, knowledge base, or wants to install/uninstall kb siblings.

Initialize a new LLM-maintained knowledge base in the current directory. Use when the user wants to create, bootstrap, initialize, or set up a new knowledge base, KB, or wiki. Also triggers on "kb-bootstrap" or "/kb-bootstrap".

Semantic contradiction sweep — detects factual contradictions, conflicting recommendations, and superseded claims. Token-expensive, run deliberately. Use when the user wants to find contradictions or inconsistencies. Also triggers on "kb-contradictions" or "/kb-contradictions".

Ingest a new source into the knowledge base — processes a markdown file or URL into wiki pages with summaries, entity/concept updates, and cross-references. Use when the user wants to add, ingest, import, or process a source, article, URL, paper, or document into their knowledge base. Also triggers on "kb-ingest" or "/kb-ingest".

Health check the knowledge base — validates schema, detects broken links, orphans, staleness, and missing provenance. Use when the user wants to lint, validate, or health-check their KB. Also triggers on "kb-lint" or "/kb-lint".

Promote a query output to wiki/synthesis/ — enriches with frontmatter, wikilinks, and cross-references. Use when the user wants to promote, save, or keep a query answer in the wiki. Also triggers on "kb-promote" or "/kb-promote".

Find and deprecate outdated content — surfaces low-confidence, stale, and unprovenienced pages for deprecation. Use when the user wants to prune, clean up, or remove outdated content. Also triggers on "kb-prune" or "/kb-prune".

Query the knowledge base — ask a question and get a synthesized answer with citations saved to output/. Supports --kb <name> for cross-project queries. Use when the user wants to query, ask, search, or look up something in their KB. Also triggers on "kb-query" or "/kb-query".

Regenerate all wiki pages from raw sources — breaks slop accumulation. Uses staged rebuild with diff review. human_reviewed pages are preserved. Use when the user wants to rebuild or regenerate their KB wiki. Also triggers on "kb-rebuild" or "/kb-rebuild".

Re-process an already-ingested source when its content has been updated. Finds and updates all downstream wiki pages. Use when the user wants to reingest, reprocess, refresh, or update a source. Also triggers on "kb-reingest" or "/kb-reingest".