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Profa
5a2883a4a0
Agentic Quality Engineering Fleet - AI-driven quality management platform Features: - 16 specialized QE agents for comprehensive testing - AI-powered test generation with 95% coverage targets - O(log n) sublinear algorithms for massive scale - Parallel test execution with intelligent orchestration - Real-time coverage analysis and gap detection - Smart quality gates with ML-driven decisions - Security scanning (SAST, DAST, dependency analysis) - Performance testing with load orchestration - Flaky test detection with automatic stabilization - API contract validation with breaking change detection - Test data generation (10,000+ records/sec) - Production intelligence (convert incidents to tests) - Chaos engineering for resilience testing - MCP integration with Claude Code - Multi-framework support (Jest, Mocha, Cypress, Playwright) Architecture: - TypeScript implementation - MCP (Model Context Protocol) integration - Claude Code agent orchestration - Event-driven agent coordination - Distributed fleet management - Cross-session memory persistence Documentation: - Complete API documentation (TypeDoc) - User guides (Getting Started, MCP Integration, Test Generation, etc.) - Architecture deep-dive - CLI reference - Contributing guidelines - MIT License Tech Stack: - TypeScript 5.3+ - Node.js 18+ - @anthropic-ai/sdk ^0.64.0 - @modelcontextprotocol/sdk ^1.18.2 - Jest for testing - Winston for logging - SQLite for persistence Project Structure: - src/ - Source code (agents, core, MCP, CLI) - tests/ - Comprehensive test suite - docs/ - Complete documentation - .claude/ - Agent definitions and commands - config/ - Configuration files 🤖 Generated with Claude Code https://claude.com/claude-code Co-Authored-By: Claude <noreply@anthropic.com>
718 lines
51 KiB
Markdown
718 lines
51 KiB
Markdown
# QE Slash Commands - Architecture Diagram
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**Version:** 2.0.0
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**Date:** 2025-09-30
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**Type:** System Architecture
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**Format:** ASCII Diagrams + Mermaid
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---
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## System Overview
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```
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┌─────────────────────────────────────────────────────────────────────────────┐
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│ CLAUDE CODE INTERFACE │
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│ (User invokes slash commands via chat) │
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└────────────────────────────────┬────────────────────────────────────────────┘
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│
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▼
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┌─────────────────────────────────────────────────────────────────────────────┐
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│ QE SLASH COMMANDS LAYER │
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│ ┌──────────────┐ ┌──────────────┐ ┌──────────────┐ ┌──────────────┐ │
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│ │/qe-generate │ │ /qe-execute │ │ /qe-analyze │ │ /qe-optimize │ │
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│ └──────┬───────┘ └──────┬───────┘ └──────┬───────┘ └──────┬───────┘ │
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│ │ │ │ │ │
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│ ┌──────┴───────┐ ┌──────┴───────┐ ┌──────┴───────┐ ┌──────┴───────┐ │
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│ │ /qe-report │ │/qe-fleet-stat│ │ /qe-chaos │ │/qe-benchmark │ │
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│ └──────────────┘ └──────────────┘ └──────────────┘ └──────────────┘ │
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└────────────────────────────────┬────────────────────────────────────────────┘
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│
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▼
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┌─────────────────────────────────────────────────────────────────────────────┐
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│ CLAUDE FLOW COORDINATION │
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│ ┌────────────────┐ ┌────────────────┐ ┌────────────────┐ │
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│ │ Hooks │ │ Memory │ │ EventBus │ │
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│ │ pre-task │ │ store/retrieve│ │ notifications │ │
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│ │ post-task │ │ key namespace │ │ real-time │ │
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│ │ post-edit │ │ structured │ │ updates │ │
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│ │ notify │ │ JSON storage │ │ │ │
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│ └────────┬───────┘ └────────┬───────┘ └────────┬───────┘ │
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│ │ │ │ │
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│ └───────────────────┴────────────────────┘ │
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└────────────────────────────────┬────────────────────────────────────────────┘
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│
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▼
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┌─────────────────────────────────────────────────────────────────────────────┐
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│ AQE FLEET LAYER │
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│ ┌──────────────────┐ ┌──────────────────┐ ┌──────────────────┐ │
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│ │ qe-test-generator│ │ qe-test-executor │ │qe-coverage-analyz│ │
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│ │ AI generation │ │ parallel exec │ │ sublinear gaps │ │
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│ │ property tests │ │ retry logic │ │ optimization │ │
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│ └────────┬─────────┘ └────────┬─────────┘ └────────┬─────────┘ │
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│ │ │ │ │
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│ ┌────────┴─────────┐ ┌────────┴─────────┐ ┌────────┴─────────┐ │
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│ │ qe-quality-gate │ │qe-performance-te │ │qe-security-scann │ │
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│ │ threshold checks│ │ load testing │ │ SAST/DAST │ │
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│ └──────────────────┘ └──────────────────┘ └──────────────────┘ │
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└────────────────────────────────┬────────────────────────────────────────────┘
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│
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▼
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┌─────────────────────────────────────────────────────────────────────────────┐
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│ EXECUTION LAYER │
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│ ┌──────────────┐ ┌──────────────┐ ┌──────────────┐ ┌──────────────┐ │
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│ │ Test Runners │ │ Sublinear │ │ Coverage │ │ Neural │ │
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│ │ Jest/Cypress │ │ Algorithms │ │ Collectors │ │ Patterns │ │
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│ │ Playwright │ │ O(log n) │ │ lcov/json │ │ Learning │ │
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│ └──────────────┘ └──────────────┘ └──────────────┘ └──────────────┘ │
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└─────────────────────────────────────────────────────────────────────────────┘
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```
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---
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## Command Execution Flow
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### Flow 1: `/qe-generate` Command
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```mermaid
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sequenceDiagram
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participant User
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participant ClaudeCode
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participant Command as /qe-generate
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participant ClaudeFlow
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participant Agent as qe-test-generator
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participant Memory
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participant AQE as agentic-qe CLI
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User->>ClaudeCode: /qe-generate src/module
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ClaudeCode->>Command: Execute command
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Command->>ClaudeFlow: hook pre-task
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ClaudeFlow->>Memory: store task metadata
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Command->>Memory: retrieve coverage baseline
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Memory-->>Command: baseline data
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Command->>Memory: retrieve test patterns
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Memory-->>Command: learned patterns
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Command->>Agent: spawn agent
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Agent->>AQE: agentic-qe generate tests
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AQE->>AQE: Analyze source code
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AQE->>AQE: Generate test specs
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AQE->>AQE: Apply sublinear optimization
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AQE->>AQE: Write test files
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AQE-->>Agent: results + metrics
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Agent->>Memory: store test results
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Agent->>ClaudeFlow: hook post-task
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Agent->>ClaudeFlow: notify fleet
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Agent->>ClaudeFlow: train neural patterns
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Agent-->>Command: success
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Command-->>ClaudeCode: completion message
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ClaudeCode-->>User: "✅ Generated 42 tests with 95% coverage"
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```
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### Flow 2: `/qe-execute` Command
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```mermaid
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sequenceDiagram
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participant User
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participant Command as /qe-execute
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participant ClaudeFlow
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participant Agent as qe-test-executor
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participant Memory
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participant TestRunner
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User->>Command: /qe-execute tests/
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Command->>ClaudeFlow: hook pre-task
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Command->>Memory: retrieve flaky tests
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Memory-->>Command: known flaky list
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Command->>Agent: spawn executor agent
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Agent->>Memory: retrieve test suite
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Agent->>TestRunner: execute in parallel
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loop For each test file
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TestRunner->>TestRunner: run tests
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TestRunner->>ClaudeFlow: notify progress
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TestRunner->>Memory: store partial results
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end
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TestRunner-->>Agent: execution complete
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Agent->>Memory: store full results
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Agent->>Memory: update coverage data
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Agent->>ClaudeFlow: hook post-task
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Agent->>ClaudeFlow: train patterns
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Agent-->>Command: success + metrics
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Command-->>User: "✅ 234/234 tests passed, 94% coverage"
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```
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### Flow 3: Multi-Agent Coordination
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```mermaid
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sequenceDiagram
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participant User
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participant Coordinator
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participant Generator as qe-test-generator
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participant Executor as qe-test-executor
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participant Analyzer as qe-coverage-analyzer
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participant Memory
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User->>Coordinator: Request full QE workflow
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par Generate Tests
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Coordinator->>Generator: Generate for module A
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Generator->>Memory: Store tests A
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and
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Coordinator->>Generator: Generate for module B
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Generator->>Memory: Store tests B
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end
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Coordinator->>Memory: Wait for all generations
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Coordinator->>Executor: Execute all tests
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Executor->>Memory: Store execution results
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Coordinator->>Analyzer: Analyze coverage
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Analyzer->>Memory: Retrieve results
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Analyzer->>Memory: Store analysis
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Analyzer-->>Coordinator: Coverage report
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Coordinator-->>User: Workflow complete
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```
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---
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## Memory Architecture
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```
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┌─────────────────────────────────────────────────────────────────────────────┐
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│ CLAUDE FLOW MEMORY SYSTEM │
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│ │
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│ aqe/ │
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│ ├── fleet/ ← Fleet management │
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│ │ ├── id └─ Fleet identifier │
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│ │ ├── status └─ Active/paused/stopped │
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│ │ └── topology └─ Hierarchical/mesh/adaptive │
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│ │ │
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│ ├── agents/ ← Agent state │
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│ │ ├── qe-test-generator/ └─ Generator agent │
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│ │ │ ├── status └─ Active/idle/busy │
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│ │ │ ├── metrics └─ Performance metrics │
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│ │ │ └── config └─ Agent configuration │
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│ │ ├── qe-test-executor/ └─ Executor agent │
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│ │ └── qe-coverage-analyzer/ └─ Analyzer agent │
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│ │ │
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│ ├── test-generation/ ← Test generation state │
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│ │ ├── results/ └─ Generation results │
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│ │ │ └── {task-id}.json └─ Individual task results │
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│ │ ├── progress └─ Current progress │
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│ │ └── patterns └─ Learned patterns │
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│ │ │
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│ ├── test-execution/ ← Test execution state │
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│ │ ├── results/ └─ Execution results │
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│ │ │ └── {run-id}.json └─ Individual run results │
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│ │ ├── history └─ Historical execution data │
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│ │ └── flaky-tests └─ Known flaky tests │
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│ │ │
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│ ├── coverage/ ← Coverage tracking │
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│ │ ├── current └─ Current coverage % │
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│ │ ├── baseline └─ Baseline for comparison │
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│ │ ├── trends └─ Coverage over time │
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│ │ └── gaps └─ Identified gaps │
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│ │ │
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│ ├── optimization/ ← Optimization results │
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│ │ ├── results/ └─ Optimization outcomes │
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│ │ │ └── {opt-id}.json └─ Individual optimization │
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│ │ └── recommendations └─ Actionable recommendations │
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│ │ │
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│ └── coordination/ ← Fleet coordination │
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│ ├── active-tasks └─ Currently running tasks │
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│ ├── task-queue └─ Pending task queue │
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│ └── event-log └─ Event history │
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│ │
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└─────────────────────────────────────────────────────────────────────────────┘
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Memory Operations:
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store → Write data to key
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retrieve → Read data from key
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update → Modify existing data
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delete → Remove data
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append → Add to array
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lock → Acquire distributed lock
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```
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---
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## Agent Interaction Patterns
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### Pattern 1: Sequential Pipeline
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```
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┌─────────────┐ ┌─────────────┐ ┌─────────────┐ ┌─────────────┐
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│ Generate │─────▶│ Execute │─────▶│ Analyze │─────▶│ Report │
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│ Tests │ │ Tests │ │ Coverage │ │ Results │
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└─────────────┘ └─────────────┘ └─────────────┘ └─────────────┘
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Agent1 Agent2 Agent3 Agent4
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Memory Keys:
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aqe/pipeline/step1 → aqe/pipeline/step2 → aqe/pipeline/step3 → aqe/pipeline/step4
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```
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### Pattern 2: Parallel Execution
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```
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┌─────────────┐
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│ Coordinator │
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└──────┬──────┘
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│
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┌────────────────┼────────────────┐
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│ │ │
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▼ ▼ ▼
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┌─────────────┐ ┌─────────────┐ ┌─────────────┐
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│ Worker 1 │ │ Worker 2 │ │ Worker 3 │
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│ Module A │ │ Module B │ │ Module C │
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└─────────────┘ └─────────────┘ └─────────────┘
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│ │ │
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└────────────────┼────────────────┘
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│
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▼
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┌─────────────┐
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│ Aggregator │
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└─────────────┘
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Memory Keys:
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aqe/parallel/worker-1 ─┐
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aqe/parallel/worker-2 ─┼─▶ aqe/parallel/aggregated
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aqe/parallel/worker-3 ─┘
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```
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### Pattern 3: Event-Driven Coordination
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```
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┌─────────────┐
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│ Event Bus │
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└──────┬──────┘
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│
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┌───────────────────┼───────────────────┐
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│ │ │
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▼ ▼ ▼
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┌─────────────┐ ┌─────────────┐ ┌─────────────┐
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│ Publisher │ │ Subscriber1 │ │ Subscriber2 │
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│ Agent │ │ Agent │ │ Agent │
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└─────────────┘ └─────────────┘ └─────────────┘
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│
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│ Publishes: "test-complete"
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│
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▼
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┌─────────────────────────────────┐
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│ aqe/coordination/events │
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│ [ │
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│ { │
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│ "type": "test-complete", │
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│ "data": {...}, │
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│ "timestamp": 1234567890 │
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│ } │
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│ ] │
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└─────────────────────────────────┘
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```
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### Pattern 4: Hierarchical Coordination
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```
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┌─────────────────────┐
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│ Fleet Coordinator │
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│ (Top-level agent) │
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└──────────┬──────────┘
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│
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┌──────────────┼──────────────┐
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│ │ │
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▼ ▼ ▼
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┌─────────────┐┌─────────────┐┌─────────────┐
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│ Supervisor ││ Supervisor ││ Supervisor │
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│ Generator ││ Executor ││ Analyzer │
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└──────┬──────┘└──────┬──────┘└──────┬──────┘
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│ │ │
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┌───────┼───────┐ │ ┌───────┼───────┐
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▼ ▼ ▼ ▼ ▼ ▼ ▼
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Worker Worker Worker Worker Worker Worker Worker
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1 2 3 4 5 6 7
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Memory Keys:
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aqe/hierarchy/coordinator ← Top-level coordination
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aqe/hierarchy/supervisor-* ← Supervisor state
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aqe/hierarchy/worker-* ← Worker state
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```
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---
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## Command Integration Points
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```
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┌─────────────────────────────────────────────────────────────────────────────┐
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│ INTEGRATION MATRIX │
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├───────────────┬──────────────┬──────────────┬──────────────┬───────────────┤
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│ Command │ Agents │ Memory Keys │ Hooks │ Output │
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├───────────────┼──────────────┼──────────────┼──────────────┼───────────────┤
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│ /qe-generate │ generator │ test-gen/* │ pre/post-task│ test files │
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│ │ analyzer │ coverage/* │ post-edit │ + metadata │
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│ │ │ patterns │ notify │ │
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├───────────────┼──────────────┼──────────────┼──────────────┼───────────────┤
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│ /qe-execute │ executor │ execution/* │ pre/post-task│ test results │
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│ │ coverage-an │ coverage/* │ notify │ + coverage │
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│ │ │ flaky-tests │ │ │
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├───────────────┼──────────────┼──────────────┼──────────────┼───────────────┤
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│ /qe-analyze │ coverage-an │ coverage/* │ pre/post-task│ analysis │
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│ │ quality-gate │ gaps │ notify │ + recommends │
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├───────────────┼──────────────┼──────────────┼──────────────┼───────────────┤
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│ /qe-optimize │ coverage-an │ optimization │ pre/post-task│ optimized │
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│ │ executor │ suite/* │ notify │ suite │
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├───────────────┼──────────────┼──────────────┼──────────────┼───────────────┤
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│ /qe-report │ quality-gate │ reports/* │ pre/post-task│ report files │
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│ │ all agents │ all metrics │ notify │ (md/html/pdf) │
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├───────────────┼──────────────┼──────────────┼──────────────┼───────────────┤
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│/qe-fleet-stat │ none (reads) │ fleet/* │ none │ status output │
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│ │ │ agents/* │ │ │
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├───────────────┼──────────────┼──────────────┼──────────────┼───────────────┤
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│ /qe-chaos │ executor │ chaos/* │ pre/post-task│ chaos results │
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│ │ performance │ monitoring │ notify │ │
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├───────────────┼──────────────┼──────────────┼──────────────┼───────────────┤
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│/qe-benchmark │ performance │ benchmarks/* │ pre/post-task│ bench results │
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│ │ quality-gate │ sla/* │ notify │ │
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└───────────────┴──────────────┴──────────────┴──────────────┴───────────────┘
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```
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---
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## Data Flow Diagram
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```
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┌──────────────┐
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│ User │
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│ via Claude │
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└──────┬───────┘
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│
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│ /qe-generate src/module
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│
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▼
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┌──────────────────────────────────────────────────────────────┐
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│ Command Layer │
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│ 1. Parse arguments │
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│ 2. Validate inputs │
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│ 3. Generate task ID │
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└──────┬───────────────────────────────────────────────────────┘
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│
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▼
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┌──────────────────────────────────────────────────────────────┐
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│ Claude Flow Hooks │
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│ • pre-task: Store metadata, prepare resources │
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│ • Retrieve: Get context from memory │
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└──────┬───────────────────────────────────────────────────────┘
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│
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▼
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┌──────────────────────────────────────────────────────────────┐
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│ Agent Spawning │
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│ • Spawn qe-test-generator agent │
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│ • Pass configuration and context │
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└──────┬───────────────────────────────────────────────────────┘
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│
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▼
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┌──────────────────────────────────────────────────────────────┐
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│ Agent Execution │
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│ • Analyze source code (AST parsing) │
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│ • Apply sublinear algorithms for optimization │
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│ • Generate test specifications │
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│ • Create test files │
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│ • Validate generated tests │
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└──────┬───────────────────────────────────────────────────────┘
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│
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▼
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┌──────────────────────────────────────────────────────────────┐
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│ Results Processing │
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│ • Collect metrics (test count, coverage projection) │
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│ • Format output │
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└──────┬───────────────────────────────────────────────────────┘
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│
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▼
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┌──────────────────────────────────────────────────────────────┐
|
|
│ Claude Flow Post-Processing │
|
|
│ • post-task: Store results in memory │
|
|
│ • post-edit: Track generated files │
|
|
│ • notify: Broadcast completion │
|
|
│ • neural train: Learn from outcomes │
|
|
└──────┬───────────────────────────────────────────────────────┘
|
|
│
|
|
▼
|
|
┌──────────────┐
|
|
│ Results to │
|
|
│ User │
|
|
└──────────────┘
|
|
```
|
|
|
|
---
|
|
|
|
## Sublinear Algorithm Integration
|
|
|
|
```
|
|
┌─────────────────────────────────────────────────────────────────────────────┐
|
|
│ SUBLINEAR SOLVER INTEGRATION │
|
|
│ │
|
|
│ /qe-analyze /qe-optimize │
|
|
│ │ │ │
|
|
│ │ Coverage Gap Analysis │ Test Suite Optimization │
|
|
│ │ │ │
|
|
│ ▼ ▼ │
|
|
│ ┌─────────────────────┐ ┌─────────────────────┐ │
|
|
│ │ Coverage Matrix │ │ Test-Coverage │ │
|
|
│ │ (m x n) │ │ Matrix (k x n) │ │
|
|
│ │ │ │ │ │
|
|
│ │ m = source lines │ │ k = tests │ │
|
|
│ │ n = test cases │ │ n = coverage points│ │
|
|
│ └─────────┬───────────┘ └─────────┬───────────┘ │
|
|
│ │ │ │
|
|
│ │ │ │
|
|
│ ▼ ▼ │
|
|
│ ┌─────────────────────────────────────────────────────────┐ │
|
|
│ │ Sublinear Solver (O(log n) complexity) │ │
|
|
│ │ │ │
|
|
│ │ Algorithms: │ │
|
|
│ │ • Johnson-Lindenstrauss dimension reduction │ │
|
|
│ │ • Adaptive Neumann series │ │
|
|
│ │ • Spectral sparsification │ │
|
|
│ │ • Random walk sampling │ │
|
|
│ └─────────┬───────────────────────────────────────────────┘ │
|
|
│ │ │
|
|
│ │ │
|
|
│ ▼ │
|
|
│ ┌─────────────────────┐ ┌─────────────────────┐ │
|
|
│ │ Gap Identification │ │ Optimal Test │ │
|
|
│ │ • Critical gaps │ │ Selection │ │
|
|
│ │ • Priority scoring │ │ • Minimal tests │ │
|
|
│ │ • Recommendations │ │ • Max coverage │ │
|
|
│ └─────────────────────┘ └─────────────────────┘ │
|
|
│ │
|
|
│ Performance: │
|
|
│ • Time Complexity: O(log n) │
|
|
│ • Space Complexity: O(n log n) │
|
|
│ • 100x faster than brute force for n > 10,000 │
|
|
│ │
|
|
└─────────────────────────────────────────────────────────────────────────────┘
|
|
```
|
|
|
|
---
|
|
|
|
## Neural Pattern Learning Flow
|
|
|
|
```
|
|
┌─────────────────────────────────────────────────────────────────────────────┐
|
|
│ NEURAL PATTERN LEARNING │
|
|
│ │
|
|
│ Command Execution │
|
|
│ │ │
|
|
│ │ 1. Execute /qe-generate │
|
|
│ │ │
|
|
│ ▼ │
|
|
│ ┌──────────────────┐ │
|
|
│ │ Collect Metrics │ │
|
|
│ │ • Generation │ │
|
|
│ │ time │ │
|
|
│ │ • Test count │ │
|
|
│ │ • Coverage % │ │
|
|
│ │ • Quality score │ │
|
|
│ └────────┬─────────┘ │
|
|
│ │ │
|
|
│ │ 2. Package as training data │
|
|
│ │ │
|
|
│ ▼ │
|
|
│ ┌──────────────────────────────────────────────────────┐ │
|
|
│ │ Training Data Structure │ │
|
|
│ │ { │ │
|
|
│ │ "operation": "test-generation", │ │
|
|
│ │ "input": { │ │
|
|
│ │ "module": "src/user-service.ts", │ │
|
|
│ │ "complexity": 42, │ │
|
|
│ │ "loc": 387 │ │
|
|
│ │ }, │ │
|
|
│ │ "outcome": { │ │
|
|
│ │ "tests_generated": 28, │ │
|
|
│ │ "coverage": 0.94, │ │
|
|
│ │ "duration": 8.3, │ │
|
|
│ │ "quality_score": 0.87 │ │
|
|
│ │ } │ │
|
|
│ │ } │ │
|
|
│ └────────┬─────────────────────────────────────────────┘ │
|
|
│ │ │
|
|
│ │ 3. Train neural patterns │
|
|
│ │ │
|
|
│ ▼ │
|
|
│ ┌──────────────────────────────────────────────────────┐ │
|
|
│ │ Claude Flow Neural Training │ │
|
|
│ │ npx claude-flow@alpha neural patterns \ │ │
|
|
│ │ --action "learn" \ │ │
|
|
│ │ --operation "test-generation" \ │ │
|
|
│ │ --outcome "${OUTCOME_JSON}" │ │
|
|
│ └────────┬─────────────────────────────────────────────┘ │
|
|
│ │ │
|
|
│ │ 4. Update models │
|
|
│ │ │
|
|
│ ▼ │
|
|
│ ┌──────────────────────────────────────────────────────┐ │
|
|
│ │ Pattern Database Updated │ │
|
|
│ │ • Optimal strategies for similar code │ │
|
|
│ │ • Predicted generation time │ │
|
|
│ │ • Recommended test count │ │
|
|
│ │ • Quality expectations │ │
|
|
│ └────────┬─────────────────────────────────────────────┘ │
|
|
│ │ │
|
|
│ │ 5. Future predictions │
|
|
│ │ │
|
|
│ ▼ │
|
|
│ ┌──────────────────────────────────────────────────────┐ │
|
|
│ │ Next /qe-generate command uses learned patterns │ │
|
|
│ │ to optimize strategy selection │ │
|
|
│ └──────────────────────────────────────────────────────┘ │
|
|
│ │
|
|
└─────────────────────────────────────────────────────────────────────────────┘
|
|
```
|
|
|
|
---
|
|
|
|
## System Dependencies
|
|
|
|
```
|
|
┌─────────────────────────────────────────────────────────────────────────────┐
|
|
│ DEPENDENCY TREE │
|
|
│ │
|
|
│ QE Slash Commands │
|
|
│ │ │
|
|
│ ├─── Claude Flow (@alpha) │
|
|
│ │ ├─── hooks (pre-task, post-task, post-edit, notify) │
|
|
│ │ ├─── memory (store, retrieve) │
|
|
│ │ ├─── neural (patterns, train) │
|
|
│ │ └─── swarm (agent spawn, task orchestrate) │
|
|
│ │ │
|
|
│ ├─── Agentic QE CLI (agentic-qe) │
|
|
│ │ ├─── FleetManager │
|
|
│ │ ├─── AgentFactory │
|
|
│ │ ├─── EventBus │
|
|
│ │ └─── MemoryManager │
|
|
│ │ │
|
|
│ ├─── Test Frameworks │
|
|
│ │ ├─── Jest │
|
|
│ │ ├─── Cypress │
|
|
│ │ ├─── Playwright │
|
|
│ │ ├─── Mocha │
|
|
│ │ └─── Vitest │
|
|
│ │ │
|
|
│ ├─── Sublinear Solver │
|
|
│ │ ├─── Matrix operations (WASM accelerated) │
|
|
│ │ ├─── Optimization algorithms │
|
|
│ │ └─── Coverage analysis │
|
|
│ │ │
|
|
│ ├─── Code Analysis Tools │
|
|
│ │ ├─── TypeScript Compiler API │
|
|
│ │ ├─── Babel Parser │
|
|
│ │ ├─── ESLint │
|
|
│ │ └─── AST traversal │
|
|
│ │ │
|
|
│ ├─── Coverage Tools │
|
|
│ │ ├─── Istanbul/nyc │
|
|
│ │ ├─── c8 │
|
|
│ │ └─── lcov │
|
|
│ │ │
|
|
│ └─── System Utilities │
|
|
│ ├─── bash (command execution) │
|
|
│ ├─── jq (JSON processing) │
|
|
│ ├─── bc (calculations) │
|
|
│ └─── git (version control) │
|
|
│ │
|
|
└─────────────────────────────────────────────────────────────────────────────┘
|
|
```
|
|
|
|
---
|
|
|
|
## Deployment Architecture
|
|
|
|
```
|
|
┌─────────────────────────────────────────────────────────────────────────────┐
|
|
│ DEPLOYMENT STRUCTURE │
|
|
│ │
|
|
│ Project Root │
|
|
│ ├── .claude/ ← Claude Code configuration │
|
|
│ │ ├── agents/ ← Agent definitions │
|
|
│ │ │ ├── qe-test-generator.md │
|
|
│ │ │ ├── qe-test-executor.md │
|
|
│ │ │ ├── qe-coverage-analyzer.md │
|
|
│ │ │ ├── qe-quality-gate.md │
|
|
│ │ │ ├── qe-performance-tester.md │
|
|
│ │ │ └── qe-security-scanner.md │
|
|
│ │ │ │
|
|
│ │ ├── commands/ ← Slash command implementations │
|
|
│ │ │ ├── qe-generate.sh ← Test generation command │
|
|
│ │ │ ├── qe-execute.sh ← Test execution command │
|
|
│ │ │ ├── qe-analyze.sh ← Coverage analysis command │
|
|
│ │ │ ├── qe-optimize.sh ← Optimization command │
|
|
│ │ │ ├── qe-report.sh ← Reporting command │
|
|
│ │ │ ├── qe-fleet-status.sh ← Fleet status command │
|
|
│ │ │ ├── qe-chaos.sh ← Chaos testing command │
|
|
│ │ │ └── qe-benchmark.sh ← Benchmarking command │
|
|
│ │ │ │
|
|
│ │ └── aqe-fleet.json ← Fleet configuration │
|
|
│ │ │
|
|
│ ├── .agentic-qe/ ← AQE runtime data │
|
|
│ │ ├── results/ ← Command execution results │
|
|
│ │ ├── analysis/ ← Analysis outputs │
|
|
│ │ ├── optimization/ ← Optimization results │
|
|
│ │ ├── reports/ ← Generated reports │
|
|
│ │ ├── benchmarks/ ← Benchmark data │
|
|
│ │ ├── chaos/ ← Chaos test results │
|
|
│ │ ├── logs/ ← Command logs │
|
|
│ │ └── scripts/ ← Generated scripts │
|
|
│ │ │
|
|
│ ├── tests/ ← Generated test files │
|
|
│ │ ├── unit/ │
|
|
│ │ ├── integration/ │
|
|
│ │ ├── e2e/ │
|
|
│ │ ├── performance/ │
|
|
│ │ └── security/ │
|
|
│ │ │
|
|
│ └── CLAUDE.md ← Updated with QE documentation │
|
|
│ │
|
|
└─────────────────────────────────────────────────────────────────────────────┘
|
|
```
|
|
|
|
---
|
|
|
|
## Conclusion
|
|
|
|
This architecture provides:
|
|
|
|
1. **Clear Separation of Concerns** - Commands, agents, memory, and execution are cleanly separated
|
|
2. **Scalable Design** - O(log n) sublinear algorithms enable massive scale
|
|
3. **Flexible Coordination** - Multiple agent coordination patterns supported
|
|
4. **Memory-First Architecture** - All state persisted in Claude Flow memory
|
|
5. **Neural Learning** - Continuous improvement through pattern recognition
|
|
6. **Framework Agnostic** - Support for multiple testing frameworks
|
|
7. **Real-time Feedback** - Live progress updates via EventBus
|
|
8. **Production Ready** - Comprehensive error handling and monitoring
|
|
|
|
**Key Architectural Benefits:**
|
|
- ✅ Modular and extensible
|
|
- ✅ Parallel execution support
|
|
- ✅ Sublinear algorithmic optimization
|
|
- ✅ Self-improving through neural patterns
|
|
- ✅ Full Claude Code integration
|
|
- ✅ Production-grade reliability
|
|
|
|
**Implementation Priority:**
|
|
1. Core commands (`/qe-generate`, `/qe-execute`, `/qe-analyze`)
|
|
2. Fleet management (`/qe-fleet-status`)
|
|
3. Advanced features (`/qe-optimize`, `/qe-report`)
|
|
4. Specialized testing (`/qe-chaos`, `/qe-benchmark`) |