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                    AGENTIC QE TOOL CATEGORY DISTRIBUTION
                              Phase 3 Track H
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MAIN CATEGORIES (6)
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  CORE (27 tools) ████████████████████████████████ 31%
  ├─ coordination (13) - Workflow, blackboard, consensus, events
  ├─ fleet (3) - Fleet initialization and management
  ├─ memory (3) - Memory store, retrieve, query
  ├─ orchestration (2) - Task management
  ├─ testing (4) - Test generation and execution
  └─ meta (2) - Tool discovery and domain loading

  ADVANCED (24 tools) ███████████████████████████ 28%
  ├─ testgen (4) - Unit/integration test generation
  ├─ api (4) - Contract validation, breaking changes
  ├─ learning (4) - Experience/Q-value/pattern storage
  ├─ testdata (3) - Data generation, masking, schema
  ├─ regression (3) - Risk analysis, test selection
  ├─ production (2) - Incident replay, RUM analysis
  ├─ fleet (2) - Advanced fleet coordination
  ├─ mutation (1) - Mutation testing
  └─ ai (1) - AI-powered defect prediction

  ANALYSIS (12 tools) ██████████████ 14%
  ├─ coverage (7) - ML gap detection, risk scoring, trends
  └─ performance (5) - Bottleneck analysis, benchmarking

  TESTING (11 tools) ████████████ 13%
  ├─ visual (4) - Screenshot comparison, accessibility
  ├─ flaky (3) - Statistical detection, pattern analysis
  ├─ coverage (1) - Detailed coverage analysis
  ├─ execution (1) - Streaming execution
  └─ optimization (1) - Sublinear optimization

  QUALITY (9 tools) ██████████ 10%
  ├─ gates (4) - Quality gate evaluation, risk assessment
  ├─ code (2) - Complexity and quality metrics
  ├─ requirements (2) - INVEST validation, BDD generation
  └─ deployment (1) - Deployment readiness checks

  SECURITY (4 tools) ████ 5%
  ├─ scanning (1) - Comprehensive security scanning
  ├─ detection (1) - Vulnerability detection
  ├─ compliance (1) - OWASP/CWE/ISO validation
  └─ reporting (1) - Security report generation

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TOTAL: 87 tools across 6 categories and 24 sub-domains

HIERARCHICAL LOADING STRATEGY
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  [ALWAYS LOADED] Core Tools (14)
  │
  ├─[ON KEYWORD]─> Security Domain (4)
  │                Keywords: security, vulnerability, scan, audit, owasp
  │
  ├─[ON KEYWORD]─> Performance Domain (5)
  │                Keywords: performance, benchmark, bottleneck, latency
  │
  ├─[ON KEYWORD]─> Coverage Domain (8)
  │                Keywords: coverage, gap, uncovered, line coverage
  │
  ├─[ON KEYWORD]─> Quality Domain (12)
  │                Keywords: quality gate, deploy, release, metrics
  │
  ├─[ON KEYWORD]─> Flaky Domain (3)
  │                Keywords: flaky, unstable, intermittent, retry
  │
  ├─[ON KEYWORD]─> Visual Domain (4)
  │                Keywords: screenshot, visual, accessibility, wcag
  │
  ├─[ON KEYWORD]─> Requirements Domain (2)
  │                Keywords: requirements, bdd, gherkin, cucumber
  │
  └─[ON REQUEST]─> Advanced/Specialized (24)
                   Explicit loading for advanced use cases

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                           IMPLEMENTATION STATUS
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✅ Category comments added (84/84 tools)
✅ Section headers added (11 sections)
✅ TOOL_NAMES constants updated
✅ Build verification passed
✅ TypeScript compilation successful
✅ Integration with tool-categories.ts
✅ Documentation complete

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