# Roadmap: v1.39 Collaborator Memory, Research Judgment, And Mode Learning

## Overview

`v1.39` is shipped.

It added durable collaborator-memory, research-judgment, and mode-learning
surfaces, while making topic/runtime status explain why a topic is currently in
its present lifecycle state.

## Phases

- [x] **Phase 50: Collaborator Memory, Research Judgment, And Mode Learning**
  - Goal: rebuild collaborator memory, research-judgment surfaces, and
    explainable runtime status as durable features.
  - Outcome: strategy memory, topic-skill projection, and status-explainability
    surfaces now land in the runtime stack and service responses.

## Verification Snapshot

- `python -m pytest research/knowledge-hub/tests/test_aitp_service.py -q`
  - result: `97 passed`
- `python -m pytest research/knowledge-hub/tests/test_aitp_cli.py -q`
  - result: `23 passed`

## Archive References

- `.planning/milestones/v1.39-REQUIREMENTS.md`
- `.planning/milestones/v1.39-MILESTONE-AUDIT.md`
