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name, description
name description
kb-search Deduction search over the 2dph brain (Ladybug graph: ops corpus, portfolio, ssh hosts) with bin/kb/search instead of reading files or grepping repos. Use whenever a question starts with "where is", "what runs on", "which file describes", "who is", "how is X done", before opening any documentation.

kb-search — deduction over facts and info

One embedded Ladybug graph (var/kb.lbug, read-only when queried) holding two roots:

  • facts — assertions backed by ≥2 independent sources (docker ps × compose × ssh-config × docs), confidence: confirmed.
  • info — descriptive/narrative leafs, searchable, never asserted.

Search = deduction: facts root first, info root second, web-search as the second independent source when local roots cannot confirm. An answer is confirmed only if it comes off the facts root; anything else is (not confirmed).

bin/kb/search "Matrix federation"                # pointers + snippets, YAML
bin/kb/search "what runs on arc-2" --hop 1       # follow graph edges
bin/kb/search "onlyoffice postgres" --root facts # restrict to confirmed
bin/kb/search "where is cs-lexicon" --json | yq '.[].ref'
bin/kb/get <id> --body                           # full chunk only when needed
bin/kb/stats                                     # index health
bin/kb/eval                                      # recall@5 >= 0.95 gate

Rules

  • Search before you read. Never grep a repo for a concept the graph covers.
  • --root facts returns only confirmed evidence-linked answers. Default shows facts first, then info leafs clearly marked (not confirmed).
  • If recall looks wrong, run bin/kb/eval; it gates control questions and should stay at or above 95% recall@5.
  • --hop N follows sibling leaves, owning files, related: links and vector-neighbours — that is the deduction walk, not random expansion.
  • Escalate to web-search (the web-search skill) as the independent second source when both local roots cannot confirm; never report an unconfirmed single-source local answer as fact.