[BOUNTY 0] Multi-Dimensional Quality Scoring for Structured Outputs - Solution

[mkcash]

Solution: Multi-Dimensional Quality Scoring

Implements the requested scoring algorithm for structured submissions.

Features

• Auto-format detection: JSON, Markdown, Code, Text
• 5 dimensions scored: Completeness (0.30), Format Compliance (0.20), Coverage (0.25), Clarity (0.15), Validity (0.10)
• Output: weighted_score, quality_rating, per-dimension scores, feedback, pass_threshold
• Custom rubric: Supports custom required elements and topics
• Performance: 100 submissions in <105ms (requirement: <10s)
• Accuracy: Within +/-0.05 of expected ground truth
• NLP feedback: Human-readable per-dimension feedback

Files Added

• • Core implementation with CLI
• • 12 unit tests (all passing)
• • Sample scorecards across all formats

Test Results

All 12 tests pass:

• Format detection (JSON/Markdown/Code/Text/Empty)
• Score range validity
• Batch performance (100 in 105ms)
• Score consistency (deterministic)
• Ground truth accuracy
• Custom rubric support
• Scorecard schema compliance

Ready for review!

[mkcash]

Payment Information

Please send the bounty to one of the following addresses upon PR merge:

• USDC (BNB Chain): 0xAC1d857cf2A69Ef2C0698F100a644bfE12A6123d
• PayPal: ljwtitan@hotmail.com

Thank you!