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T011 Analyze detection accuracy and document edge cases #2877

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Description

@ashleyshaw

Task: T011 [US5.1] Analyze auto-detection accuracy

User Story: US5.1 (Auto-Detection Testing)
Phase: 5 (Testing & Validation)
Priority: High
Type: Analysis
Status: Blocked by T010

Description

Analyze results from T010 and verify auto-detection accuracy meets >95% target. Document edge cases and confidence scoring.

Prerequisites

  • T010: Auto-detection results documented

Requirements

  • Analyze detection accuracy across all test scenarios
  • Verify accuracy exceeds 95% target
  • Document confidence scores for each detection
  • Identify edge cases and false positives
  • Record recommendations for improvements

Success Criteria

  • Overall accuracy > 95%
  • Confidence scores for all detections recorded
  • Edge cases documented with context
  • Recommendations prioritized by impact

Acceptance Criteria

  • Analysis complete and documented
  • Accuracy target verified
  • Ready to proceed to US5.2 (PRD Section Testing)

Definition of Done

  • Analysis document updated in TEST_RESULTS_PHASE5_AUTO_DETECTION.md
  • Accuracy metrics meet or exceed 95% threshold
  • All edge cases documented with recommendations
  • Team briefed on results

Related Tasks

  • Prerequisites: T010 (run auto-detection)
  • Blocks: T012-T015 (PRD section testing can proceed)

Parent Epic

#1896 - Phase 5 Testing & Validation"

Activity

  1. linear-code commented on Sep 11, 2026

    @linear-code
  2. github-actions commented on Sep 11, 2026

    @github-actions
    Contributor

    ⚠️ This issue does not follow a required issue template.

    Missing required section(s): Definition of Ready (DoR), Definition of Done (DoD)

    The issue will remain open and flagged until the body is corrected.
    Please update the issue with one of the official templates:

    If this was opened by automation, update the automation to preserve the template sections before creating the issue.

  3. added this to the v1.1 milestone on Sep 11, 2026
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