transaction-classification-debugger
CommunityDebug and validate fuzzy transaction classification
Software Engineering#debugging#python#backend-testing#fuzzy-matching#transaction-classification#difflib
Authorfedickinson
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Debug and understand Budget Buddy's transaction classification using fuzzy matching at an 85% similarity threshold to support smart batch updates.
Core Features & Use Cases
- Inspect the get_similar_unclassified_transactions implementation to understand how unclassified transactions are matched by merchant_name or description similarity.
- Test and visualize fuzzy similarity between transactions to diagnose misclassifications and validate threshold behavior across merchants.
- Debug the smart batch update workflow by tracing how similar transactions are surfaced and selected for batch classification.
Quick Start
Run a quick sanity check by comparing two sample descriptions with 85% similarity using Python's difflib SequenceMatcher.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 Claude Code Installation
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Please help me install this Skill: Name: transaction-classification-debugger Download link: https://github.com/fedickinson/budget-buddy-2/archive/main.zip#transaction-classification-debugger Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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