nfemmanuel/iranti

Attend Protocol Quality Improvements

Improved

• Compliance context-awareness for chatter turns. turnsWithoutWrite no longer escalates on pure chatter turns (pre-response → post-response with no mid-turn activity). Only turns where the agent performed tool work count toward the write compliance threshold.
• Search suggestion stopword filtering. Added tokenizeForSearch() with ~80 stopwords. Conversational turns like "Give me possible ideas" no longer produce search suggestions with generic terms.
• Attend reason clarity. Renamed memory_needed_no_facts to memory_checked_no_match. Added memorySearchPerformed and memoryResultsConsidered fields to AttendResult for transparent search reporting.
• Auto-capture observability. Post-response attend now surfaces PostResponseCaptureInfo showing how many facts were extracted, written, and skipped by rememberAssistantResponseFacts.
• Semantic tag-aware retrieval. observe() now accepts an optional semanticFilter (domains, intents, scopes, tags) and boosts matching facts during ranking via semanticMatchScore().

Testing

• 5 new test files with 33 scenarios covering all 5 features
• All existing test suites pass with zero regressions