Commands live at bin/brain/{index,get,stats,eval,watch}.go and
bin/mail/import.go, bin/markdown/import.go, bin/postgres/query.go.
Python remains the Ladybug write worker. index_mail is a deprecation
shim that rebuilds via --with-mail.
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2.0 KiB
name, description
| name | description |
|---|---|
| kb-search | Deduction search over the 2dph brain (Ladybug graph: ops corpus, portfolio, ssh hosts) with bin/brain/search.go 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/brain/search.go "Matrix federation" # pointers + snippets, YAML
bin/brain/search.go "onlyoffice postgres" --root facts # restrict to confirmed
bin/brain/search.go "where is cs-lexicon" --json | yq '.[].ref'
bin/brain/get.go <id> --body # full chunk only when needed
bin/brain/stats.go # index health
bin/brain/eval.go # recall@5 >= 0.95 gate
bin/kb/search is a deprecated wrapper. --hop errors (File/FROM_FILE edges
are not wired yet); do not treat it as a graph walk.
Rules
- Search before you read. Never grep a repo for a concept the graph covers.
--root factsreturns only confirmed evidence-linked answers. Default shows facts first, then info leafs clearly marked(not confirmed).- If recall looks wrong, run
bin/brain/eval.go; it gates control questions and should stay at or above 95% recall@5. - Escalate to
web-search(theweb-searchskill) as the independent second source when both local roots cannot confirm; never report an unconfirmed single-source local answer as fact.