Command Invocation

Commands are organized in tools/ and workflows/ directories and invoked using directory prefixes:

# Workflow invocation
/workflows:feature-development implement OAuth2 authentication

# Tool invocation
/tools:security-scan perform vulnerability assessment

# Multiple argument example
/tools:api-scaffold create user management endpoints with RBAC

Alternative Setup (No Prefixes)

To invoke commands without directory prefixes, copy files to the root directory:

cp tools/*.md .
cp workflows/*.md .

# Then invoke directly
/api-scaffold create REST endpoints
/feature-development implement payment system

Command Architecture

Workflows (15 commands)

Workflows implement multi-agent orchestration patterns for complex, cross-domain tasks. Each workflow analyzes requirements, delegates to specialized agents, and coordinates execution across multiple subsystems.

Core Development Workflows

| Command | Purpose | Agent Coordination | |---------|---------|-------------------| | feature-development | End-to-end feature implementation | Backend, frontend, testing, deployment | | full-review | Multi-perspective code analysis | Architecture, security, performance, quality | | smart-fix | Intelligent problem resolution | Dynamic agent selection based on issue type | | tdd-cycle | Test-driven development orchestration | Test writer, implementer, refactoring specialist |

Process Automation Workflows

| Command | Purpose | Scope | |---------|---------|-------| | git-workflow | Version control process automation | Branching strategies, commit standards, PR templates | | improve-agent | Agent optimization | Prompt engineering, performance tuning | | legacy-modernize | Codebase modernization | Architecture migration, dependency updates, pattern refactoring | | multi-platform | Cross-platform development | Web, mobile, desktop coordination | | workflow-automate | CI/CD pipeline automation | Build, test, deploy, monitor |

Advanced Orchestration Workflows

| Command | Primary Focus | Specialized Agents | |---------|---------------|-------------------| | full-stack-feature | Multi-tier implementation | Backend API, frontend UI, mobile, database | | security-hardening | Security-first development | Threat modeling, vulnerability assessment, remediation | | data-driven-feature | ML-powered functionality | Data science, feature engineering, model deployment | | performance-optimization | System-wide optimization | Profiling, caching, query optimization, load testing | | incident-response | Production issue resolution | Diagnostics, root cause analysis, hotfix deployment |

Tools (42 commands)

Tools provide focused, single-purpose utilities for specific development operations. Each tool is optimized for its domain with production-ready implementations.

AI and Machine Learning (4 tools)

| Command | Functionality | Key Features | |---------|--------------|--------------| | ai-assistant | AI assistant implementation | LLM integration, conversation management, context handling | | ai-review | ML code review | Model architecture validation, training pipeline review | | langchain-agent | LangChain agent creation | RAG patterns, tool integration, memory management | | prompt-optimize | Prompt engineering | Performance testing, cost optimization, quality metrics |

Agent Collaboration (3 tools)

| Command | Focus | Highlights | |---------|-------|-----------| | multi-agent-review | Multi-perspective code reviews | Architecture, security, and quality assessments | | multi-agent-optimize | Coordinated performance optimization | Database, application, and frontend tuning | | smart-debug | Assisted debugging | Root-cause analysis with performance-aware escalation |

Architecture and Code Quality (4 tools)

| Command | Purpose | Capabilities | |---------|---------|--------------| | code-explain | Code documentation | AST analysis, complexity metrics, flow diagrams | | code-migrate | Migration automation | Framework upgrades, language porting, API migrations | | refactor-clean | Code improvement | Pattern detection, dead code removal, structure optimization | | tech-debt | Debt assessment | Complexity analysis, risk scoring, remediation planning |

Data and Database (3 tools)

| Command | Focus Area | Technologies | |---------|------------|--------------| | data-pipeline | ETL/ELT architecture | Apache Spark, Airflow, dbt, streaming platforms | | data-validation | Data quality | Schema validation, anomaly detection, constraint checking | | db-migrate | Database migrations | Schema versioning, zero-downtime strategies, rollback plans |

DevOps and Infrastructure (5 tools)

| Command | Domain | Implementation | |---------|--------|----------------| | deploy-checklist | Deployment preparation | Pre-flight checks, rollback procedures, monitoring setup | | docker-optimize | Container optimization | Multi-stage builds, layer caching, size reduction | | k8s-manifest | Kubernetes configuration | Deployments, services, ingress, autoscaling, security policies | | monitor-setup | Observability | Metrics, logging, tracing, alerting rules | | slo-implement | SLO/SLI definition | Error budgets, monitoring, automated responses |

Testing and Development (6 tools)

| Command | Testing Focus | Framework Support | |---------|---------------|-------------------| | api-mock | Mock generation | REST, GraphQL, gRPC, WebSocket | | api-scaffold | Endpoint creation | CRUD operations, authentication, validation | | test-harness | Test suite generation | Unit, integration, e2e, performance | | tdd-red | Test-first development | Failing test creation, edge case coverage | | tdd-green | Implementation | Minimal code to pass tests | | tdd-refactor | Code improvement | Optimization while maintaining green tests |

Security and Compliance (3 tools)

| Command | Security Domain | Standards | |---------|-----------------|-----------| | accessibility-audit | WCAG compliance | ARIA, keyboard navigation, screen reader support | | compliance-check | Regulatory compliance | GDPR, HIPAA, SOC2, PCI-DSS | | security-scan | Vulnerability assessment | OWASP, CVE scanning, dependency audits |

Debugging and Analysis (4 tools)

| Command | Analysis Type | Output | |---------|---------------|--------| | debug-trace | Runtime analysis | Stack traces, memory profiles, execution paths | | error-analysis | Error patterns | Root cause analysis, frequency analysis, impact assessment | | error-trace | Production debugging | Log correlation, distributed tracing, error reproduction | | issue | Issue tracking | Standardized templates, reproduction steps, acceptance criteria |

Dependency and Configuration Management (3 tools)

| Command | Management Area | Features | |---------|-----------------|----------| | config-validate | Configuration management | Schema validation, environment variables, secrets handling | | deps-audit | Dependency analysis | Security vulnerabilities, license compliance, version conflicts | | deps-upgrade | Version management | Breaking change detection, compatibility testing, rollback support |

Documentation and Collaboration (3 tools)

| Command | Documentation Type | Format | |---------|-------------------|--------| | doc-generate | API documentation | OpenAPI, JSDoc, TypeDoc, Sphinx | | pr-enhance | Pull request optimization | Description generation, checklist creation, review suggestions | | standup-notes | Status reporting | Progress tracking, blocker identification, next steps |

Operations and Context (4 tools)

| Command | Operational Focus | Use Case | |---------|------------------|----------| | cost-optimize | Resource optimization | Cloud spend analysis, right-sizing, reserved capacity | | onboard | Environment setup | Development tools, access configuration, documentation | | context-save | State persistence | Architecture decisions, configuration snapshots | | context-restore | State recovery | Context reload, decision history, configuration restore |

Usage Patterns

Common Development Scenarios

Feature Implementation

# Complete feature with multi-agent orchestration
/workflows:feature-development OAuth2 authentication with JWT tokens