Agent Availability Matrix - Complete Fleet Status
Validation Date: 2025-10-20
Total Agents: 74 (17 QE + 57 Claude Flow)
Success Rate: 100%
Executive Summary
All 74 agents are properly defined, validated, and accessible:
- ✅ 17 QE Fleet Agents - Specialized quality engineering with native AQE hooks
- ✅ 57 Claude Flow Agents - General development with external hooks
- ✅ 100% Validation Success - All agents have proper YAML frontmatter
- ✅ Zero Missing Agents - Complete fleet coverage
- ✅ Zero Configuration Issues - All agents properly structured
Agent Availability by System
QE Fleet Agents (17) - Quality Engineering Specialists
| Agent Name |
Category |
Status |
Access Method |
Hook Type |
qe-test-generator |
Core Testing |
✅ Ready |
Task tool, MCP |
AQE Native |
qe-test-executor |
Core Testing |
✅ Ready |
Task tool, MCP |
AQE Native |
qe-coverage-analyzer |
Core Testing |
✅ Ready |
Task tool, MCP |
AQE Native |
qe-quality-gate |
Core Testing |
✅ Ready |
Task tool, MCP |
AQE Native |
qe-quality-analyzer |
Core Testing |
✅ Ready |
Task tool, MCP |
AQE Native |
qe-performance-tester |
Performance & Security |
✅ Ready |
Task tool, MCP |
AQE Native |
qe-security-scanner |
Performance & Security |
✅ Ready |
Task tool, MCP |
AQE Native |
qe-requirements-validator |
Strategic Planning |
✅ Ready |
Task tool, MCP |
AQE Native |
qe-production-intelligence |
Strategic Planning |
✅ Ready |
Task tool, MCP |
AQE Native |
qe-fleet-commander |
Strategic Planning |
✅ Ready |
Task tool, MCP |
AQE Native |
qe-deployment-readiness |
Deployment |
✅ Ready |
Task tool, MCP |
AQE Native |
qe-regression-risk-analyzer |
Advanced Testing |
✅ Ready |
Task tool, MCP |
AQE Native |
qe-test-data-architect |
Advanced Testing |
✅ Ready |
Task tool, MCP |
AQE Native |
qe-api-contract-validator |
Advanced Testing |
✅ Ready |
Task tool, MCP |
AQE Native |
qe-flaky-test-hunter |
Advanced Testing |
✅ Ready |
Task tool, MCP |
AQE Native |
qe-visual-tester |
Specialized |
✅ Ready |
Task tool, MCP |
AQE Native |
qe-chaos-engineer |
Specialized |
✅ Ready |
Task tool, MCP |
AQE Native |
QE Fleet Statistics:
- Hook Performance: <1ms (100-500x faster than external)
- Memory Namespace:
aqe/*
- Coordination Protocol: Native AQE hooks
- MCP Server:
agentic-qe
Claude Flow Agents (57) - General Development
Core Development (5 agents)
| Agent Name |
Status |
Access Method |
Hook Type |
File Location |
coder |
✅ Ready |
Task tool |
External |
core/coder.md |
reviewer |
✅ Ready |
Task tool |
External |
core/reviewer.md |
tester |
✅ Ready |
Task tool |
External |
core/tester.md |
planner |
✅ Ready |
Task tool |
External |
core/planner.md |
researcher |
✅ Ready |
Task tool |
External |
core/researcher.md |
Swarm Coordination (5 agents)
| Agent Name |
Status |
Access Method |
Hook Type |
File Location |
hierarchical-coordinator |
✅ Ready |
Task tool, MCP |
External |
swarm/hierarchical-coordinator.md |
mesh-coordinator |
✅ Ready |
Task tool, MCP |
External |
swarm/mesh-coordinator.md |
adaptive-coordinator |
✅ Ready |
Task tool, MCP |
External |
swarm/adaptive-coordinator.md |
collective-intelligence-coordinator |
✅ Ready |
Task tool, MCP |
External |
hive-mind/collective-intelligence-coordinator.md |
swarm-memory-manager |
✅ Ready |
Task tool, MCP |
External |
hive-mind/swarm-memory-manager.md |
Consensus & Distributed Systems (7 agents)
| Agent Name |
Status |
Access Method |
Hook Type |
File Location |
byzantine-coordinator |
✅ Ready |
Task tool, MCP |
External |
consensus/byzantine-coordinator.md |
raft-manager |
✅ Ready |
Task tool, MCP |
External |
consensus/raft-manager.md |
gossip-coordinator |
✅ Ready |
Task tool, MCP |
External |
consensus/gossip-coordinator.md |
crdt-synchronizer |
✅ Ready |
Task tool, MCP |
External |
consensus/crdt-synchronizer.md |
quorum-manager |
✅ Ready |
Task tool, MCP |
External |
consensus/quorum-manager.md |
security-manager |
✅ Ready |
Task tool, MCP |
External |
consensus/security-manager.md |
performance-benchmarker |
✅ Ready |
Task tool, MCP |
External |
consensus/performance-benchmarker.md |
Performance & Optimization (5 agents)
| Agent Name |
Status |
Access Method |
Hook Type |
File Location |
performance-monitor |
✅ Ready |
Task tool, MCP |
External |
optimization/performance-monitor.md |
benchmark-suite |
✅ Ready |
Task tool, MCP |
External |
optimization/benchmark-suite.md |
resource-allocator |
✅ Ready |
Task tool, MCP |
External |
optimization/resource-allocator.md |
load-balancer |
✅ Ready |
Task tool, MCP |
External |
optimization/load-balancer.md |
topology-optimizer |
✅ Ready |
Task tool, MCP |
External |
optimization/topology-optimizer.md |
GitHub & Repository Management (9 agents)
| Agent Name |
Status |
Access Method |
Hook Type |
File Location |
github-modes |
✅ Ready |
Task tool, MCP |
External |
github/github-modes.md |
pr-manager |
✅ Ready |
Task tool, MCP |
External |
github/pr-manager.md |
code-review-swarm |
✅ Ready |
Task tool, MCP |
External |
github/code-review-swarm.md |
issue-tracker |
✅ Ready |
Task tool, MCP |
External |
github/issue-tracker.md |
release-manager |
✅ Ready |
Task tool, MCP |
External |
github/release-manager.md |
workflow-automation |
✅ Ready |
Task tool, MCP |
External |
github/workflow-automation.md |
project-board-sync |
✅ Ready |
Task tool, MCP |
External |
github/project-board-sync.md |
repo-architect |
✅ Ready |
Task tool, MCP |
External |
github/repo-architect.md |
multi-repo-swarm |
✅ Ready |
Task tool, MCP |
External |
github/multi-repo-swarm.md |
SPARC Methodology (4 agents)
| Agent Name |
Status |
Access Method |
Hook Type |
File Location |
specification |
✅ Ready |
Task tool, SPARC |
External |
sparc/specification.md |
pseudocode |
✅ Ready |
Task tool, SPARC |
External |
sparc/pseudocode.md |
architecture |
✅ Ready |
Task tool, SPARC |
External |
sparc/architecture.md |
refinement |
✅ Ready |
Task tool, SPARC |
External |
sparc/refinement.md |
Specialized Development (8 agents)
| Agent Name |
Status |
Access Method |
Hook Type |
File Location |
backend-dev |
✅ Ready |
Task tool |
External |
development/backend/dev-backend-api.md |
mobile-dev |
✅ Ready |
Task tool |
External |
specialized/mobile/spec-mobile-react-native.md |
ml-developer |
✅ Ready |
Task tool |
External |
data/ml/data-ml-model.md |
cicd-engineer |
✅ Ready |
Task tool |
External |
devops/ci-cd/ops-cicd-github.md |
api-docs |
✅ Ready |
Task tool |
External |
documentation/api-docs/docs-api-openapi.md |
system-architect |
✅ Ready |
Task tool |
External |
architecture/system-design/arch-system-design.md |
code-analyzer |
✅ Ready |
Task tool |
External |
analysis/code-analyzer.md |
base-template-generator |
✅ Ready |
Task tool |
External |
base-template-generator.md |
Testing & Validation (2 agents)
| Agent Name |
Status |
Access Method |
Hook Type |
File Location |
tdd-london-swarm |
✅ Ready |
Task tool |
External |
testing/unit/tdd-london-swarm.md |
production-validator |
✅ Ready |
Task tool |
External |
testing/validation/production-validator.md |
Hive Mind Intelligence (3 agents)
| Agent Name |
Status |
Access Method |
Hook Type |
File Location |
queen-coordinator |
✅ Ready |
Task tool, MCP |
External |
hive-mind/queen-coordinator.md |
scout-explorer |
✅ Ready |
Task tool, MCP |
External |
hive-mind/scout-explorer.md |
worker-specialist |
✅ Ready |
Task tool, MCP |
External |
hive-mind/worker-specialist.md |
Flow Nexus Platform (9 agents)
| Agent Name |
Status |
Access Method |
Hook Type |
File Location |
flow-nexus-swarm |
✅ Ready |
Task tool, MCP |
External |
flow-nexus/swarm.md |
flow-nexus-authentication |
✅ Ready |
Task tool, MCP |
External |
flow-nexus/authentication.md |
flow-nexus-sandbox |
✅ Ready |
Task tool, MCP |
External |
flow-nexus/sandbox.md |
flow-nexus-neural-network |
✅ Ready |
Task tool, MCP |
External |
flow-nexus/neural-network.md |
flow-nexus-workflow |
✅ Ready |
Task tool, MCP |
External |
flow-nexus/workflow.md |
flow-nexus-app-store |
✅ Ready |
Task tool, MCP |
External |
flow-nexus/app-store.md |
flow-nexus-challenges |
✅ Ready |
Task tool, MCP |
External |
flow-nexus/challenges.md |
flow-nexus-payments |
✅ Ready |
Task tool, MCP |
External |
flow-nexus/payments.md |
flow-nexus-user-tools |
✅ Ready |
Task tool, MCP |
External |
flow-nexus/user-tools.md |
Claude Flow Statistics:
- Hook Performance: 100-500ms (external coordination)
- Memory Namespace:
swarm/*
- Coordination Protocol: External hooks via CLI
- MCP Server:
claude-flow
Access Methods Comparison
| Method |
QE Fleet |
Claude Flow |
Use Case |
| Task Tool |
✅ Primary |
✅ Primary |
Direct agent spawning in Claude Code |
| MCP Tools |
✅ Available |
✅ Available |
Programmatic coordination |
| CLI Commands |
✅ aqe CLI |
✅ claude-flow CLI |
Terminal operations |
| SPARC Commands |
❌ N/A |
✅ SPARC workflow |
Methodology execution |
Hook Performance Comparison
| Feature |
AQE Hooks (QE Fleet) |
External Hooks (Claude Flow) |
| Speed |
<1ms |
100-500ms |
| Dependencies |
Zero (native) |
External package |
| Type Safety |
Full TypeScript |
Shell strings |
| Integration |
Direct API |
Shell commands |
| Performance |
100-500x faster |
Baseline |
| Best For |
QE agents |
General agents |
Agent Selection Guide
Use QE Fleet When:
- ✅ Quality engineering tasks (testing, coverage, security)
- ✅ Need maximum performance (<1ms coordination)
- ✅ Working with test frameworks (Jest, Mocha, Cypress, Playwright)
- ✅ Analyzing code quality or technical debt
- ✅ Running security scans (SAST/DAST)
- ✅ Performance testing (load, stress, chaos)
- ✅ Production intelligence and readiness
Use Claude Flow When:
- ✅ General development tasks (coding, reviewing, planning)
- ✅ SPARC methodology workflows
- ✅ GitHub operations (PRs, issues, releases)
- ✅ Swarm coordination patterns (mesh, hierarchical, adaptive)
- ✅ Distributed systems (consensus, CRDT, Raft)
- ✅ Neural network training and deployment
- ✅ Flow Nexus platform features
Memory Namespace Organization
QE Fleet (aqe/*)
Claude Flow (swarm/*)
Concurrent Execution Examples
Full-Stack Development Pipeline
Swarm + Testing Pipeline
Configuration Files
| System |
Config Location |
Purpose |
| QE Fleet |
.agentic-qe/config/fleet.json |
Fleet topology and settings |
| QE Fleet |
.agentic-qe/config/aqe-hooks.json |
Native hook configuration |
| QE Fleet |
.agentic-qe/config/routing.json |
Multi-model router (optional) |
| Claude Flow |
.claude/agents/ |
Agent definitions |
| Claude Flow |
CLAUDE.md |
Overall configuration |
Validation Commands
Agent Discovery
List QE Agents
List Claude Flow Agents
Issue Tracking
Summary Statistics
| Metric |
Value |
| Total Agents |
74 |
| QE Fleet Agents |
17 (23%) |
| Claude Flow Agents |
57 (77%) |
| Validation Success Rate |
100% |
| Agents with YAML Frontmatter |
74 (100%) |
| Missing Agents |
0 |
| Invalid Agents |
0 |
| Agent Categories |
12 |
| Access Methods |
4 (Task, MCP, CLI, SPARC) |
Validation Script: /workspaces/agentic-qe-cf/scripts/validate-all-agents.js
Last Validated: 2025-10-20
Status: ✅ All Systems Operational