Drop-in unified findings doc for the brain-MCP intent study. Locks the
shared row schema + closed intent vocab both columns must conform to.
Agent column filled from agent-intent-column.jsonl (46 acts, 37%
mismatch); human column left as PENDING cells + <<SYNTH>> blocks so the
Claude.ai-history analysis merges in without re-deriving structure.
Pre-seeds the cross-consumer divergence questions: agent mismatch is
write-side-heavy (supersede + verify-landed); hypothesis is human
mismatch is read-side-heavy (semantic + answer) — interface may fail the
two consumers at opposite ends.
Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Agent-consumer column of the two-part brain intent↔interface study.
Reconstructs the knowledge-act behind every brain MCP call in the
Claude Code agent transcripts on koala (the only corpus with brain
calls; brain/sessions and agentsquad eval logs carry none).
46 distinct knowledge-acts, 37% interface mismatch, 0% intent_unclear.
Headline gap: no update/supersede verb → agents blind re-write same
slug (5x); no read-after-write → lexical re-query of own note (4x);
lexical-only reads → semantic-as-keyword-stuffing chains (3x);
brain_answer hedged with parallel brain_query.
Canonical schema brain-intent-extraction.md absent on host; vocab
reconstructed, every row tagged schema_source=reconstructed.
Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>