WIP next tracks planing
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# Track Specification: Tool Usage Analytics
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## Overview
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Implement tool usage analytics for Manual Slop application.
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Analytics panel for tool usage patterns.
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## Current State Audit
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### Already Implemented (DO NOT re-implement)
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- Existing backend functionality in src/ modules
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- Test coverage for core features
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### Already Implemented
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- tool_log_callback
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- Tool execution tracking
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### Gaps to Fill (This Track Scope)
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This track addresses the gap between backend implementation and user-facing GUI/control.
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### Gaps to Fill
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- No analytics UI
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- No aggregation
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## Goals
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- Implement tool usage analytics
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- Ensure test coverage
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- Follow existing code patterns
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- Most-used tools ranking
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- Average execution time
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- Failure rate tracking
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## Functional Requirements
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- User-facing functionality as described in TASKS.md
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- Integration with existing backend
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- Usage histograms
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- Time series data
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- Failure logging
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## Non-Functional Requirements
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- Performance: Maintain UI responsiveness
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- Tests: >80% coverage for new code
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## Architecture Reference
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- docs/guide_architecture.md
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- docs/guide_mma.md
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- docs/guide_tools.md
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## Out of Scope
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- Major refactoring of unrelated systems
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- Efficient data aggregation
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