htsm-categories
James Bach's Heuristic Test Strategy Model (HTSM) v6.3 Quality Criteria framework.
An agent is a specialist Claude hands a whole job to, with its own tools and its own context.
279 agents across 675 plugins.
James Bach's Heuristic Test Strategy Model (HTSM) v6.3 Quality Criteria framework.
Transform specifications into working code with TDD practices
Deep analysis specialist for prompt injection and jailbreak attempts with pattern learning
Intelligent issue management and project coordination with automated tracking, progress monitoring, and team coordination
Dynamic task distribution, work-stealing algorithms and adaptive load balancing
Expert agent for matrix analysis and optimization using sublinear algorithms. Specializes in matrix property analysis, diagonal dominance checking, condition…
Manage persistent memory across sessions and facilitate cross-agent memory sharing
V3 memory optimization specialist with HNSW indexing, hybrid backend management, vector quantization, and EWC++ for preventing catastrophic forgetting
Peer-to-peer mesh network swarm with distributed decision making and fault tolerance
Cross-repository swarm orchestration for organization-wide automation and intelligent collaboration
Abstract base agent for n8n workflow automation testing - provides common utilities for all n8n testing agents
BDD/Gherkin scenario testing for n8n workflows with Cucumber integration, business requirement mapping, and stakeholder-friendly reports
Chaos engineering for n8n workflows with controlled fault injection, service failure simulation, recovery validation, and resilience testing
CI/CD pipeline integration for n8n workflows with REST API triggers, automated regression testing, GitHub Actions/Jenkins integration, and test scheduling
Regulatory compliance testing for n8n workflows including GDPR, CCPA, HIPAA, SOC2, and PCI-DSS validation
Validate n8n expressions and data transformations with syntax checking, context-aware testing, and security analysis
Test n8n node integrations with external services including API contract validation, authentication flows, rate limiting, and error handling
Validate monitoring and alerting configurations for n8n workflows including error tracking, alert rules, SLA compliance, and observability checks
Validate n8n node configurations, connections, data mappings, and conditional routing logic
Load and stress testing for n8n workflows using k6/Artillery with execution time analysis, rate limit testing, and bottleneck detection
Security vulnerability scanning for n8n workflows including credential exposure, injection risks, OWASP compliance, and secret detection
Test n8n workflow triggers including webhooks, schedules, polling triggers, and event-driven activation
Unit test custom n8n node functions with Jest/Vitest integration, function isolation, mock data injection, and coverage reporting
Workflow version diff and regression detection with JSON comparison, change impact analysis, migration validation, and rollback testing
Execute and validate n8n workflows programmatically with test data injection, output assertions, and data flow validation
Neural network training and deployment specialist. Manages distributed neural network training, inference, and model lifecycle using Flow Nexus cloud…
Specialized agent for GitHub Actions CI/CD pipeline creation and optimization
Central coordination agent for task decomposition, execution planning, and result synthesis
Expert agent for graph analysis and PageRank calculations using sublinear algorithms. Specializes in network optimization, influence analysis, swarm topology…
Credit management and billing specialist. Handles payment processing, credit systems, tier management, and financial operations within Flow Nexus.
Performance bottleneck analyzer for identifying and resolving workflow inefficiencies
Implements comprehensive performance benchmarking for distributed consensus protocols
V3 Performance Engineering Agent specialized in Flash Attention optimization (2.49x-7.47x speedup), WASM SIMD acceleration, token usage optimization (50-75%…
Real-time metrics collection, bottleneck analysis, SLA monitoring and anomaly detection
System performance optimization agent that identifies bottlenecks and optimizes resource allocation using sublinear algorithms. Specializes in computational…
Specialized PII detection agent that scans code and data for sensitive information leaks
Strategic planning and task orchestration agent with AI-powered resource optimization
Comprehensive pull request management with swarm coordination for automated reviews, testing, and merge workflows
Production validation specialist ensuring applications are fully implemented and deployment-ready
Synchronize AI swarms with GitHub Projects for visual task management, progress tracking, and team coordination
SPARC Pseudocode phase specialist for algorithm design with self-learning
WCAG accessibility auditing with automated testing, screen reader validation, and remediation guidance
BDD scenario generation with Gherkin syntax, example discovery, and step definition mapping
Chaos engineering specialist for controlled fault injection, resilience testing, and system weakness discovery
Code complexity analysis with cyclomatic/cognitive metrics, hotspot detection, and refactoring recommendations
Knowledge graph builder with semantic code search, impact analysis, and HNSW-indexed vector retrieval
Code review specialist for quality, maintainability, and standards compliance with actionable feedback
API contract validation with consumer-driven testing, provider verification, and breaking change detection
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