S234 Session Complete Handoff

Documentation for Sessions

S234: Vitto → Jarvis Evolution — Session Complete

20+ commits | 1,036/1,036 tests passing | 14 lessons captured in MCP intelligence


What Was Delivered

Phase 1: Sub-Vitto Engine

Phase 2: OAuth MVP (Google/GitHub)

Phase 3: Generation Pipeline Fix

Phase 4: Conversation Memory (CRITICAL)

Phase 5: Intelligence Improvements

Phase 6: Memory Architecture Redesign

Phase 7: WhatsApp Fixes

Phase 8: Infrastructure


MCP Intelligence Captured

Type Count
Decisions logged 8+
Conventions added 6+
Lessons reflected 14
Module outcomes 3
Confidence calibrations 3

What's Left for Next Session

P1: Memory Improvements

  1. Graph memory enrichment — KnowledgeGraphService exists but is underutilized. Wire entity relationships from dossier facts into graph queries for relational reasoning ("Who works with whom on what?")
  2. Embedding-based consolidation — current Jaccard similarity misses semantic duplicates ("likes Angular" vs "prefers Angular framework"). Use VittoMemoryEmbeddingService for the consolidation comparison step
  3. Memory importance decay tuning — importance decay exists but hasn't been calibrated against real usage patterns

P1: Proactive Intelligence

  1. Anticipatory pattern detection — learn from user behavior to auto-create proactive checks. Needs usage analytics pipeline to detect recurring patterns (e.g., "user checks builds every morning at 9am")
  2. Task observer — auto-escalate stalled long-running tasks ("Your deploy has been running for 30 min vs avg 2 min — should I stop it?")

P1: Personality Evolution

  1. Dynamic tone adaptation — EvoEmo-style personality evolution during conversations based on engagement signals
  2. Communication style learning — track whether user prefers verbose/terse, code-first/explanation-first, and adapt

P2: Advanced Patterns

  1. Online correction replay — when user says "no, that's wrong", inject the correction into the current conversation context immediately (not just store for next session)
  2. Cross-session context bridging — "We were working on X yesterday" should recall that specific session's context, not just a summary

Files Modified (Key)

Backend (backend-vitto-api)

Backend (backend-ai-api)

Frontend


How to Verify

# All tests pass
cd APIs/backend-vitto-api && npx jest --no-cache --forceExit
# Expected: 105 suites, 1036 tests, 0 failures

# Restart backends to activate
yarn serve:backend-vitto  # port 3003
yarn serve:backend-ai     # port 3001

Testing Guide

See: docs/english/sessions/S234/S234-vitto-jarvis-testing-guide.md