An agentically constructed replacement for my previously vibe-coded version
This repository also configures its own agents. See what summarybot-ng tells them →
Skill Claude Code
QCSD Production Telemetry phase swarm for post-release production health assessment using DORA metrics, root cause analysis, defect prediction, and cross-phase feedback loops. Consumes CI/CD outputs (RELEASE/REMEDIATE/BLOCK decisions, release readiness metrics) and produces feedback signals to Ideation and Refinement.
Skill Claude Code
QCSD Refinement phase swarm for Sprint Refinement sessions using SFDIPOT product factors, BDD scenario generation, and requirements validation.
Skill Claude Code
Chaos engineering and resilience testing including fault injection, load testing, and system recovery validation.
Skill Claude Code
Knowledge graph-based code understanding with semantic search and 80% token reduction through intelligent context retrieval.
Skill Claude Code
Consumer-driven contract testing for APIs including REST, GraphQL, and event-driven systems with schema validation.
Skill Claude Code
O(log n) sublinear coverage gap detection with risk-weighted analysis and intelligent test prioritization.
Skill Claude Code
AI-powered defect prediction, pattern learning, and root cause analysis for proactive quality management.
Skill Claude Code
Quality Engineering iteration loops for autonomous test improvement, coverage achievement, and quality gate compliance. Use when tests need to pass, coverage targets must be met, quality gates require compliance, or flaky tests need stabilization. Integrates with AQE v3 fleet agents for coordinated quality iteration.
Skill Claude Code
Transfer learning, metrics optimization, and continuous improvement for AI-powered QE agents.
Skill Claude Code
Comprehensive quality gates, metrics analysis, and deployment readiness assessment for continuous quality assurance.
Skill Claude Code
Requirements traceability, acceptance criteria validation, and BDD scenario management for complete requirements coverage.
Skill Claude Code
Security auditing, vulnerability scanning, and compliance validation for OWASP, SOC2, GDPR, and other standards.
Skill Claude Code
Parallel test execution orchestration with intelligent scheduling, retry logic, and comprehensive result aggregation.
Skill Claude Code
AI-powered test generation using pattern recognition, code analysis, and intelligent test synthesis for comprehensive test coverage.
Skill Claude Code
Visual regression testing, responsive design validation, and WCAG accessibility compliance testing.
Skill Claude Code
Measure quality effectively with actionable metrics. Use when establishing quality dashboards, defining KPIs, or evaluating test effectiveness.
Skill Claude Code needs its repo
Implement ReasoningBank adaptive learning with AgentDB's 150x faster vector database. Includes trajectory tracking, verdict judgment, memory distillation, and pattern recognition. Use when building self-learning agents, optimizing decision-making, or implementing experience replay systems.
Skill Claude Code
Implement adaptive learning with ReasoningBank for pattern recognition, strategy optimization, and continuous improvement. Use when building self-learning agents, optimizing workflows, or implementing meta-cognitive systems.
Skill Claude Code
Apply safe refactoring patterns to improve code structure without changing behavior. Use when cleaning up code, reducing technical debt, or improving maintainability.
Skill Claude Code
Strategic regression testing with test selection, impact analysis, and continuous regression management. Use when verifying fixes don't break existing functionality, planning regression suites, or optimizing test execution for faster feedback.
Skill Claude Code
Focus testing effort on highest-risk areas using risk assessment and prioritization. Use when planning test strategy, allocating testing resources, or making coverage decisions.
Skill Claude Code
Test for security vulnerabilities using OWASP principles. Use when conducting security audits, testing auth, or implementing security practices.
Skill Claude Code
Security-first visual testing combining URL validation, PII detection, and visual regression with parallel viewport support. Use when testing web applications that handle sensitive data, need visual regression coverage, or require WCAG accessibility compliance.
Skill Claude Code
James Bach's HTSM Product Factors (SFDIPOT) analysis for comprehensive test strategy generation. Use when analyzing requirements, epics, or user stories to generate prioritized test ideas across Structure, Function, Data, Interfaces, Platform, Operations, and Time dimensions.
At most 3 mods per repository are shown here, and a mod shipped inside a plugin is left to that plugin's page — the rest are on their repository pages: