chore: reorganize QCSD and N8N documentation

- Move Agentic QCSD folder from L2C Documents to project root
- Move n8n-test-results and n8n-validation-reports to Agentic QCSD folder

Co-Authored-By: Claude Opus 4.5 <[email protected]>

Author: Lalit

…D/CROSS-PHASE-FEEDBACK-LOOPS-ANALYSIS.md …D/CROSS-PHASE-FEEDBACK-LOOPS-ANALYSIS.mdL2C Documents/Agentic QCSD/CROSS-PHASE-FEEDBACK-LOOPS-ANALYSIS.md renamed to Agentic QCSD/CROSS-PHASE-FEEDBACK-LOOPS-ANALYSIS.md L2C Documents/Agentic QCSD/CROSS-PHASE-FEEDBACK-LOOPS-ANALYSIS.md renamed to Agentic QCSD/CROSS-PHASE-FEEDBACK-LOOPS-ANALYSIS.md

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+# QCSD CI/CD SWARM
+
+## Swarm Architecture
+
+```mermaid
+flowchart TB
+    subgraph INPUT["📥 INPUT"]
+        pr["Pull Request<br/>+ Code Changes"]
+    end
+
+    subgraph CICD_SWARM["🚀 CI/CD QUALITY GATES SWARM"]
+        direction TB
+
+        subgraph GATE1["Gate 1: Static Analysis"]
+            direction LR
+            cc["📐 qe-code-complexity<br/><i>Complexity Metrics</i>"]
+            ss["🔒 qe-security-scanner<br/><i>SAST/Secrets</i>"]
+        end
+
+        subgraph GATE2["Gate 2: Test Execution"]
+            direction LR
+            pe["⚡ qe-parallel-executor<br/><i>Parallel Tests</i>"]
+            fh["🎯 qe-flaky-hunter<br/><i>Flaky Detection</i>"]
+            rh["🔄 qe-retry-handler<br/><i>Smart Retries</i>"]
+        end
+
+        subgraph GATE3["Gate 3: Coverage & Quality"]
+            direction LR
+            cs["📊 qe-coverage-specialist<br/><i>Gap Detection</i>"]
+            qg["✅ qe-quality-gate<br/><i>Threshold Enforcement</i>"]
+        end
+
+        subgraph GATE4["Gate 4: Deployment Decision"]
+            direction LR
+            da["🚦 qe-deployment-advisor<br/><i>Go/No-Go Decision</i>"]
+            ra["⚠️ qe-risk-assessor<br/><i>Release Risk</i>"]
+        end
+    end
+
+    subgraph OUTPUT["📤 CI/CD VERDICT"]
+        direction LR
+        pass["✅ PASS<br/>Deploy"]
+        fail["❌ FAIL<br/>Block"]
+        warn["⚠️ WARN<br/>Review"]
+    end
+
+    pr --> cc
+    pr --> ss
+    cc --> pe
+    ss --> pe
+    pe --> fh
+    fh --> rh
+    rh --> cs
+    cs --> qg
+    qg --> da
+    da --> ra
+
+    ra -->|"Low Risk"| pass
+    ra -->|"High Risk"| fail
+    ra -->|"Medium Risk"| warn
+
+    style cc fill:#2196F3,stroke:#1565C0,color:#fff
+    style ss fill:#F44336,stroke:#C62828,color:#fff
+    style pe fill:#4CAF50,stroke:#2E7D32,color:#fff
+    style fh fill:#FF9800,stroke:#EF6C00,color:#fff
+    style rh fill:#9C27B0,stroke:#6A1B9A,color:#fff
+    style cs fill:#00BCD4,stroke:#00838F,color:#fff
+    style qg fill:#4CAF50,stroke:#2E7D32,color:#fff
+    style da fill:#673AB7,stroke:#4527A0,color:#fff
+    style ra fill:#FF5722,stroke:#D84315,color:#fff
+    style pass fill:#E8F5E9,stroke:#4CAF50,color:#1B5E20
+    style fail fill:#FFEBEE,stroke:#F44336,color:#B71C1C
+    style warn fill:#FFF3E0,stroke:#FF9800,color:#E65100
+```
+
+## Quality Gates Pipeline
+
+```mermaid
+flowchart LR
+    subgraph PIPELINE["🔄 CI/CD PIPELINE"]
+        direction LR
+
+        G1["🔍 GATE 1<br/>━━━━━━━━<br/>Static Analysis<br/>Security Scan<br/>Complexity Check"]
+        G2["🧪 GATE 2<br/>━━━━━━━━<br/>Unit Tests<br/>Integration Tests<br/>Flaky Detection"]
+        G3["📊 GATE 3<br/>━━━━━━━━<br/>Coverage ≥80%<br/>Quality Metrics<br/>Threshold Check"]
+        G4["🚦 GATE 4<br/>━━━━━━━━<br/>Risk Assessment<br/>Deploy Decision<br/>Go/No-Go"]
+
+        G1 -->|"Pass"| G2
+        G2 -->|"Pass"| G3
+        G3 -->|"Pass"| G4
+        G4 -->|"Approved"| DEPLOY["🚀 DEPLOY"]
+    end
+
+    style G1 fill:#2196F3,stroke:#1565C0,color:#fff
+    style G2 fill:#4CAF50,stroke:#2E7D32,color:#fff
+    style G3 fill:#00BCD4,stroke:#00838F,color:#fff
+    style G4 fill:#673AB7,stroke:#4527A0,color:#fff
+    style DEPLOY fill:#8BC34A,stroke:#558B2F,color:#fff
+```
+
+## Agent Coordination Sequence
+
+```mermaid
+sequenceDiagram
+    participant CI as 🔧 CI System
+    participant Fleet as 🎛️ Fleet Commander
+    participant SS as 🔒 qe-security-scanner
+    participant PE as ⚡ qe-parallel-executor
+    participant FH as 🎯 qe-flaky-hunter
+    participant QG as ✅ qe-quality-gate
+    participant DA as 🚦 qe-deployment-advisor
+    participant Memory as 🧠 Memory Store
+
+    CI->>Fleet: PR Submitted
+    Fleet->>Fleet: Initialize CI/CD Swarm
+
+    rect rgb(227, 242, 253)
+        Note over Fleet,SS: Gate 1: Static Analysis
+        Fleet->>SS: Security scan
+        SS-->>Fleet: Vulnerabilities report
+    end
+
+    rect rgb(232, 245, 233)
+        Note over Fleet,FH: Gate 2: Test Execution
+        Fleet->>PE: Execute tests (parallel)
+        PE-->>Fleet: Test results
+        Fleet->>FH: Analyze flaky tests
+        FH-->>Fleet: Flaky report
+    end
+
+    rect rgb(224, 247, 250)
+        Note over Fleet,QG: Gate 3: Quality Check
+        Fleet->>QG: Enforce thresholds
+        QG->>Memory: Query historical metrics
+        Memory-->>QG: Baseline data
+        QG-->>Fleet: Quality verdict
+    end
+
+    rect rgb(237, 231, 246)
+        Note over Fleet,DA: Gate 4: Deployment Decision
+        Fleet->>DA: Assess deployment risk
+        DA-->>Fleet: Go/No-Go decision
+    end
+
+    Fleet->>Memory: Store pipeline metrics
+    Fleet-->>CI: Pipeline Result
+```
+
+## Quality Thresholds
+
+```mermaid
+flowchart TB
+    subgraph THRESHOLDS["📏 QUALITY THRESHOLDS"]
+        direction TB
+
+        subgraph COVERAGE["Coverage"]
+            cov["Line Coverage ≥ 80%<br/>Branch Coverage ≥ 75%<br/>Function Coverage ≥ 85%"]
+        end
+
+        subgraph SECURITY["Security"]
+            sec["Critical: 0<br/>High: 0<br/>Medium: ≤ 5"]
+        end
+
+        subgraph COMPLEXITY["Complexity"]
+            comp["Cyclomatic ≤ 10<br/>Cognitive ≤ 15<br/>Maintainability ≥ 70"]
+        end
+
+        subgraph TESTS["Tests"]
+            test["Pass Rate ≥ 99%<br/>Flaky Rate ≤ 1%<br/>Duration ≤ 10min"]
+        end
+    end
+
+    style cov fill:#E8F5E9,stroke:#4CAF50,color:#1B5E20
+    style sec fill:#FFEBEE,stroke:#F44336,color:#B71C1C
+    style comp fill:#E3F2FD,stroke:#2196F3,color:#0D47A1
+    style test fill:#FFF3E0,stroke:#FF9800,color:#E65100
+```
+
+## MCP Integration
+
+```typescript
+// Initialize CI/CD Swarm
+mcp__agentic_qe__fleet_init({
+  topology: "hierarchical",
+  enabledDomains: ["test-execution", "coverage-analysis", "security-compliance", "quality-assessment"],
+  maxAgents: 8
+})
+
+// Execute Parallel Tests
+mcp__agentic_qe__test_execute_parallel({
+  testFiles: ["tests/**/*.test.ts"],
+  parallel: true,
+  shards: 4,
+  retryFlaky: true
+})
+
+// Security Scan
+mcp__agentic_qe__security_scan_comprehensive({
+  target: "src/",
+  sast: true,
+  secretsDetection: true,
+  dependencyAudit: true
+})
+
+// Quality Gate Check
+mcp__agentic_qe__quality_gate_check({
+  coverage: { line: 80, branch: 75 },
+  security: { critical: 0, high: 0 },
+  tests: { passRate: 99 }
+})
+
+// Deployment Decision
+mcp__agentic_qe__deployment_assess({
+  prId: "PR-123",
+  environment: "production",
+  riskThreshold: "medium"
+})
+```
+
+---
+
+## Color Legend
+
+| Color | Meaning |
+|-------|---------|
+| 🔵 Blue | Static Analysis |
+| 🔴 Red | Security Scanning |
+| 🟢 Green | Test Execution / Pass |
+| 🟠 Orange | Flaky Detection / Warning |
+| 🔵 Cyan | Coverage Analysis |
+| 🟣 Purple | Deployment Decision |
+| ⚫ Gray | Pipeline Stages |