Implement useful friends metrics script for programming interest detection#179
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konard wants to merge 3 commits into
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Implement useful friends metrics script for programming interest detection#179konard wants to merge 3 commits into
konard wants to merge 3 commits into
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Adding CLAUDE.md with task information for AI processing. This file will be removed when the task is complete. Issue: #43
…ction - Add comprehensive analysis system that evaluates friends based on: * Educational background (tech universities and CS/IT faculties) * Occupation (programming/tech-related jobs) * Profile content (interests, activities, about sections) - Features intelligent keyword detection with word boundaries to prevent false positives - Uses weighted scoring system with configurable threshold for "useful" friends - Generates detailed reports with friend rankings and analysis reasons - Includes comprehensive test suite and example usage - Respects VK API rate limits with proper batching and delays 🤖 Generated with [Claude Code](https://claude.ai/code) Co-Authored-By: Claude <noreply@anthropic.com>
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Summary
This PR implements a comprehensive metrics script that analyzes VK friends to identify those with programming interests or technical backgrounds, addressing issue #43.
Key Features
Implementation Details
Analysis Criteria
Technical Features
Files Added
useful-friends-metrics.js- Main analysis script__tests__/useful-friends-metrics.test.js- Comprehensive test suiteexperiments/test-useful-friends-metrics.js- Example usage and validationuseful-friends-metrics-usage.md- Documentation and usage instructionsUsage
Generates console output with summary statistics and saves detailed results to
useful-friends-report.json.Test Coverage
All core functionality is tested including:
npm test useful-friends-metrics.test.js🤖 Generated with Claude Code