---
phase: 124-method-specificity-contract
plan: 01
type: execute
wave: 1
depends_on:
  - v1.63-milestone-close
files_modified:
  - research/knowledge-hub/tests/test_topic_start_regressions.py
  - research/knowledge-hub/tests/test_aitp_service.py
  - research/knowledge-hub/tests/test_runtime_profiles_and_projections.py
  - research/knowledge-hub/tests/test_schema_contracts.py
  - research/knowledge-hub/tests/test_aitp_cli_e2e.py
autonomous: true
requirements:
  - REQ-MSPEC-01
  - REQ-MSPEC-02
  - REQ-MSPEC-03
  - REQ-MSPEC-04
  - REQ-MSPEC-05
---

<objective>
Lock the bounded method-specificity contract in failing tests before production
code lands.
</objective>
