# Phase 59 Summary

Status: implemented on `main`

## Goal

Expose the bounded MVP `L2` seed and consult capabilities through real
production service and CLI entrypoints.

## What Landed

- new extracted command-family handler:
  `research/knowledge-hub/knowledge_hub/cli_l2_graph_handler.py`
- `AITPService.seed_l2_direction(...)` now exposes bounded MVP graph seeding
  through the public service facade
- `AITPService.consult_l2(...)` now exposes bounded canonical `L2`
  consultation/retrieval through the public service facade
- CLI now exposes:
  - `aitp seed-l2-direction`
  - `aitp consult-l2`
- subprocess CLI E2E now proves the end-to-end path:
  - seed the TFIM MVP direction
  - retrieve the seeded `physical_picture` through CLI JSON output
- `aitp_cli.py` stays within the maintainability watch budget by routing the
  new command family through the extracted handler

## Outcome

Phase `59` is complete.
The next active milestone step is Phase `60`
`seeded-direction-and-bounded-retrieval-proof`.
