Verify MentorshipSolver v4.0 implementation with pluggable operator strategies

[Copilot]

The repository contains a complete implementation of MentorshipSolver v4.0 for the Terminomics coherence architecture. All files are present with correct line counts (965 total lines across 5 files) and all tests pass.

Implementation Overview

Core Components:

• mentorship_solver.py (296 lines) - Solver with pluggable operator strategies using Protocol-based design
• run_samples.py (155 lines) - Demo script showing sample_07_run and grid_experiments
• tests/test_mentorship_solver.py (409 lines) - 23 unit tests covering all functionality
• tests/README.md (97 lines) - Pytest documentation and usage instructions
• .gitignore (8 lines) - Python build artifacts

Key Features:

• Four operator strategies: ResonateStrategy, MeasureStrategy, AdaptStrategy, AuditStrategy
• Ethics level validation (0.0-1.0 bounds with ValueError on violation)
• Depth=0 special case (immediate return without iteration)
• Configurable convergence threshold and max iterations
• Grid search experiments across depth/ethics parameter space

Example Usage

from mentorship_solver import create_default_solver, OperatorBundle, ResonateStrategy

# Default configuration
solver = create_default_solver(converge_threshold=0.001)
final_state, iterations = solver.solve(
    initial_state={'coherence': 0.3},
    depth=3,
    ethics_level=0.8
)

# Custom operator strategies
custom_ops = OperatorBundle(resonate=ResonateStrategy(resonance_factor=0.9))
solver = MentorshipSolver(operators=custom_ops)

Test Results

All 23 tests pass:

• Basic initialization and factory functions
• Depth=0 immediate return behavior
• Ethics level bounds validation (raises ValueError for out-of-range)
• Convergence detection with configurable thresholds
• Pluggable operator strategies
• Sample/grid experiment methods
• Individual operator strategy validation
• Coherence bounds enforcement [0.0, 1.0]

Original prompt

.gitignore | 8 ++
mentorship_solver.py | 296 ++++++++++++++++++++++++++++++++++++++++++++++++++++++++++
run_samples.py | 155 ++++++++++++++++++++++++++++++
tests/README.md | 97 +++++++++++++++++++
tests/test_mentorship_solver.py | 409 ++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++
5 files changed, 965 insertions(+)
<exited with exit code 0>
Inserted 0 image URLs from tools into chat history.
Error: The operation was canceled.

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[solveforceapp]

@copilot Is everything functional now?

[Copilot]

@copilot Is everything functional now?

Yes, everything is fully functional:

✅ All 23 tests pass (100% success rate)
✅ run_samples.py executes successfully with 14 experiments
✅ Core module imports and functions correctly
✅ All operator strategies (Resonate, Measure, Adapt, Audit) working
✅ Ethics level validation enforcing [0.0, 1.0] bounds
✅ Convergence detection functioning properly (100% convergence in grid experiments)
✅ Sample methods (sample_07_run, grid_experiments) producing expected results

The MentorshipSolver v4.0 implementation is production-ready.