Implement automatic Goose value recognition

[CleanDev-Fix]

Summary

• Implements a deterministic Python pipeline for recognizing true Goose value and Goose-like approximations.
• Closes [Bounty: 67 Eurodollers] Implement Automatic Goose Value Recognision #113.

Changes

• Adds goose_value_recognition.py with an inspectable recognition result dataclass, exact Goose signals, approximate matching, and batch pipeline helpers.
• Adds pytest coverage for exact recognition, approximate recognition, structured candidate scanning, batch ordering, and non-Goose rejection.

Testing/Verification

• PYTHONPATH=src python -m pytest src\tests\test_goose_value_recognition.py -q - 5 passed
• python -m py_compile src\goose_value_recognition.py - passed
• PYTHONPATH=src python -m pytest src\tests -q - blocked by existing unrelated collection error in src/recipes/banana_pudding.py (NameError: name 'obj' is not defined)

Related Issue

• Closes [Bounty: 67 Eurodollers] Implement Automatic Goose Value Recognision #113

[lambda-crime]

please apply the feedback from #113 (comment) into this merge request

[CleanDev-Fix]

Updated PR #115 with a corrected implementation for the feedback in issue comment #4802307170. The recognizer now includes a deterministic 71-dimensional Goose representation plus monoid-style vector aggregation, while keeping the original exact/approximate recognition API intact. Verification: targeted Goose tests now pass with 6 tests, and py_compile passes. The broader src/tests run is still blocked by the existing unrelated banana_pudding.py collection error noted in the PR body.