thewoolleyman
103 verified skills
V3 DDD Architecture
Domain-Driven Design architecture for claude-flow v3. Implements modular, bounded context architecture with clean separation of concerns and microkernel pattern.
data-ai
AgentDB Memory Patterns
Implement persistent memory patterns for AI agents using AgentDB. Includes session memory, long-term storage, pattern learning, and context management. Use when building stateful agents, chat systems, or intelligent assistants.
development
adws-implement
Execute the full TDD-enforced implementation workflow.
tools
analyst
analyst agent
data-ai
quick-flow-solo-dev
quick-flow-solo-dev agent
development
presentation-master
presentation-master agent
data-ai
module
Quad-modal workflow for creating BMAD modules (Brief + Create + Edit + Validate)
testing
correct-course
Navigate significant changes during sprint execution by analyzing impact, proposing solutions, and routing for implementation
tools
create-prd
PRD tri-modal workflow - Create, Validate, or Edit comprehensive PRDs
testing
create-product-brief
Create comprehensive product briefs through collaborative step-by-step discovery as creative Business Analyst working with the user as peers.
tools
sprint-planning
Generate and manage the sprint status tracking file for Phase 4 implementation, extracting all epics and stories from epic files and tracking their status through the development lifecycle
development
innovation-strategy
Identify disruption opportunities and architect business model innovation. This workflow guides strategic analysis of markets, competitive dynamics, and business model innovation to uncover sustainable competitive advantages and breakthrough opportunities.
documentation
storytelling
Craft compelling narratives using proven story frameworks and techniques. This workflow guides users through structured narrative development, applying appropriate story frameworks to create emotionally resonant and engaging stories for any purpose.
development
bmad-help
Get unstuck by showing what workflow steps come next or answering questions about what to do
tools
bmad-shard-doc
Splits large markdown documents into smaller, organized files based on level 2 (default) sections
documentation
testarch-framework
Initialize production-ready test framework architecture (Playwright or Cypress) with fixtures, helpers, and configuration
tools
testarch-trace
Generate requirements-to-tests traceability matrix, analyze coverage, and make quality gate decision (PASS/CONCERNS/FAIL/WAIVED)
testing
AgentDB Performance Optimization
Optimize AgentDB performance with quantization (4-32x memory reduction), HNSW indexing (150x faster search), caching, and batch operations. Use when optimizing memory usage, improving search speed, or scaling to millions of vectors.
data-ai
V3 Core Implementation
Core module implementation for claude-flow v3. Implements DDD domains, clean architecture patterns, dependency injection, and modular TypeScript codebase with comprehensive testing.
development
Verification & Quality Assurance
Comprehensive truth scoring, code quality verification, and automatic rollback system with 0.95 accuracy threshold for ensuring high-quality agent outputs and codebase reliability.
development
github-code-review
Comprehensive GitHub code review with AI-powered swarm coordination
development
github-workflow-automation
Advanced GitHub Actions workflow automation with AI swarm coordination, intelligent CI/CD pipelines, and comprehensive repository management
tools
Hooks Automation
Automated coordination, formatting, and learning from Claude Code operations using intelligent hooks with MCP integration. Includes pre/post task hooks, session management, Git integration, memory coordination, and neural pattern training for enhanced development workflows.
tools
tea
tea agent
data-ai
V3 Deep Integration
Deep agentic-flow@alpha integration implementing ADR-001. Eliminates 10,000+ duplicate lines by building claude-flow as specialized extension rather than parallel implementation.
tools
V3 MCP Optimization
MCP server optimization and transport layer enhancement for claude-flow v3. Implements connection pooling, load balancing, tool registry optimization, and performance monitoring for sub-100ms response times.
tools
adws-load-bundle
Reload context from a previous session.
tools
AgentDB Advanced Features
Master advanced AgentDB features including QUIC synchronization, multi-database management, custom distance metrics, hybrid search, and distributed systems integration. Use when building distributed AI systems, multi-agent coordination, or advanced vector search applications.
development
AgentDB Learning Plugins
Create and train AI learning plugins with AgentDB's 9 reinforcement learning algorithms. Includes Decision Transformer, Q-Learning, SARSA, Actor-Critic, and more. Use when building self-learning agents, implementing RL, or optimizing agent behavior through experience.
tools
AgentDB Vector Search
Implement semantic vector search with AgentDB for intelligent document retrieval, similarity matching, and context-aware querying. Use when building RAG systems, semantic search engines, or intelligent knowledge bases.
development
workflow-builder
workflow-builder agent
development
dev
dev agent
development
quinn
quinn agent
data-ai
tech-writer
tech-writer agent
documentation
ux-designer
ux-designer agent
data-ai
brainstorming-coach
brainstorming-coach agent
data-ai
creative-problem-solver
creative-problem-solver agent
data-ai
innovation-strategist
innovation-strategist agent
data-ai
storyteller
storyteller agent
data-ai
agent
Tri-modal workflow for creating, editing, and validating BMAD Core compliant agents
data-ai
workflow
Create structured standalone workflows using markdown-based step architecture (tri-modal: create, validate, edit)
testing
check-implementation-readiness
Critical validation workflow that assesses PRD, Architecture, and Epics & Stories for completeness and alignment before implementation. Uses adversarial review approach to find gaps and issues.
testing
create-architecture
Collaborative architectural decision facilitation for AI-agent consistency. Replaces template-driven architecture with intelligent, adaptive conversation that produces a decision-focused architecture document optimized for preventing agent conflicts.
testing
create-epics-and-stories
Transform PRD requirements and Architecture decisions into comprehensive stories organized by user value. This workflow requires completed PRD + Architecture documents (UX recommended if UI exists) and breaks down requirements into implementation-ready epics and user stories that incorporate all available technical and design context. Creates detailed, actionable stories with complete acceptance criteria for development teams.
development
research
Conduct comprehensive research across multiple domains using current web data and verified sources - Market, Technical, Domain and other research types.
development
create-ux-design
Work with a peer UX Design expert to plan your applications UX patterns, look and feel.
content-media
document-project
Analyzes and documents brownfield projects by scanning codebase, architecture, and patterns to create comprehensive reference documentation for AI-assisted development
development
quick-dev
Flexible development - execute tech-specs OR direct instructions with optional planning.
development
quick-spec
Conversational spec engineering - ask questions, investigate code, produce implementation-ready tech-spec.
development
sprint-status
Summarize sprint-status.yaml, surface risks, and route to the right implementation workflow.
data-ai
brainstorming
Facilitate interactive brainstorming sessions using diverse creative techniques and ideation methods
testing
problem-solving
Apply systematic problem-solving methodologies to crack complex challenges. This workflow guides through problem diagnosis, root cause analysis, creative solution generation, evaluation, and implementation planning using proven frameworks.
development
bmad-editorial-review-prose
Clinical copy-editor that reviews text for communication issues
tools
bmad-editorial-review-structure
Structural editor that proposes cuts, reorganization,
tools
bmad-index-docs
Generates or updates an index.md of all documents in the specified directory
testing
party-mode
Orchestrates group discussions between all installed BMAD agents, enabling natural multi-agent conversations
data-ai
teach-me-testing
Multi-session learning companion that teaches testing progressively through 7 structured sessions with state persistence
testing
testarch-atdd
Generate failing acceptance tests before implementation using TDD red-green-refactor cycle
development
testarch-ci
Scaffold CI/CD quality pipeline with test execution, burn-in loops, and artifact collection
testing
testarch-nfr
Assess non-functional requirements (performance, security, reliability, maintainability) before release with evidence-based validation
testing
testarch-test-review
Review test quality using comprehensive knowledge base and best practices validation
testing
browser
Web browser automation with AI-optimized snapshots for claude-flow agents
tools
github-multi-repo
Multi-repository coordination, synchronization, and architecture management with AI swarm orchestration
data-ai
github-project-management
Comprehensive GitHub project management with swarm-coordinated issue tracking, project board automation, and sprint planning
tools
github-release-management
Comprehensive GitHub release orchestration with AI swarm coordination for automated versioning, testing, deployment, and rollback management
testing
land
Land the plane: commit all changes, push, and confirm clean state
tools
Pair Programming
AI-assisted pair programming with multiple modes (driver/navigator/switch), real-time verification, quality monitoring, and comprehensive testing. Supports TDD, debugging, refactoring, and learning sessions. Features automatic role switching, continuous code review, security scanning, and performance optimization with truth-score verification.
development
ReasoningBank with AgentDB
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.
development
ReasoningBank Intelligence
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.
development
Skill Builder
Create new Claude Code Skills with proper YAML frontmatter, progressive disclosure structure, and complete directory organization. Use when you need to build custom skills for specific workflows, generate skill templates, or understand the Claude Skills specification.
development
sparc-methodology
SPARC (Specification, Pseudocode, Architecture, Refinement, Completion) comprehensive development methodology with multi-agent orchestration
development
stream-chain
Stream-JSON chaining for multi-agent pipelines, data transformation, and sequential workflows
development
swarm-advanced
Advanced swarm orchestration patterns for research, development, testing, and complex distributed workflows
development
Swarm Orchestration
Orchestrate multi-agent swarms with agentic-flow for parallel task execution, dynamic topology, and intelligent coordination. Use when scaling beyond single agents, implementing complex workflows, or building distributed AI systems.
development
V3 CLI Modernization
CLI modernization and hooks system enhancement for claude-flow v3. Implements interactive prompts, command decomposition, enhanced hooks integration, and intelligent workflow automation.
tools
V3 Memory Unification
Unify 6+ memory systems into AgentDB with HNSW indexing for 150x-12,500x search improvements. Implements ADR-006 (Unified Memory Service) and ADR-009 (Hybrid Memory Backend).
development
V3 Performance Optimization
Achieve aggressive v3 performance targets: 2.49x-7.47x Flash Attention speedup, 150x-12,500x search improvements, 50-75% memory reduction. Comprehensive benchmarking and optimization suite.
tools
V3 Security Overhaul
Complete security architecture overhaul for claude-flow v3. Addresses critical CVEs (CVE-1, CVE-2, CVE-3) and implements secure-by-default patterns. Use for security-first v3 implementation.
testing
V3 Swarm Coordination
15-agent hierarchical mesh coordination for v3 implementation. Orchestrates parallel execution across security, core, and integration domains following 10 ADRs with 14-week timeline.
testing
module-builder
module-builder agent
development
agent-builder
agent-builder agent
development
adws-build
Fast-track trivial changes through the implement-close workflow.
development
adws-convert-stories-to-beads
Convert BMAD stories to Beads issues with bidirectional tracking.
tools
adws-prime
Load codebase context into the current session.
development
adws-verify
Run the full local quality gate across all configured tools.
tools
bmad-master
bmad-master agent
data-ai
architect
architect agent
data-ai
pm
pm agent
data-ai
sm
sm agent
data-ai
design-thinking-coach
design-thinking-coach agent
data-ai
code-review
Perform an ADVERSARIAL Senior Developer code review that finds 3-10 specific problems in every story. Challenges everything: code quality, test coverage, architecture compliance, security, performance. NEVER accepts `looks good` - must find minimum issues and can auto-fix with user approval.
development
create-excalidraw-dataflow
Create data flow diagrams (DFD) in Excalidraw format
development
create-excalidraw-diagram
Create system architecture diagrams, ERDs, UML diagrams, or general technical diagrams in Excalidraw format
development
create-excalidraw-wireframe
Create website or app wireframes in Excalidraw format
development
create-excalidraw-flowchart
Create a flowchart visualization in Excalidraw format for processes, pipelines, or logic flows
development
create-story
Create the next user story from epics+stories with enhanced context analysis and direct ready-for-dev marking
development
dev-story
Execute a story by implementing tasks/subtasks, writing tests, validating, and updating the story file per acceptance criteria
development
qa-automate
Generate tests quickly for existing features using standard test patterns
testing
retrospective
Run after epic completion to review overall success, extract lessons learned, and explore if new information emerged that might impact the next epic
development
design-thinking
Guide human-centered design processes using empathy-driven methodologies. This workflow walks through the design thinking phases - Empathize, Define, Ideate, Prototype, and Test - to create solutions deeply rooted in user needs.
testing
bmad-review-adversarial-general
Cynically review content and produce findings
content-media
testarch-automate
Expand test automation coverage after implementation or analyze existing codebase to generate comprehensive test suite
tools
testarch-test-design
Dual-mode workflow: (1) System-level testability review in Solutioning phase, or (2) Epic-level test planning in Implementation phase. Auto-detects mode based on project phase.
testing