sdlc

Plugin sdlc from marketplace aiwg in jmagly/aiwg. Commands read from the repo's manifest — today.

Skills (116)

• address-issues-threat-assess
• address-issues
• aiwg-kb
• aiwg-setup-project
• aiwg-setup-warp
• aiwg-update-agents-md
• aiwg-update-claude
• aiwg-update-warp
• architecture-evolution
• archive-answer
• artifact-lookup
• artifact-orchestration
• auto-provenance
• build-artifact-index
• build-poc
• check-traceability
• citation-check
• citation-guard
• cleanup-audit
• code-chunker
• codebase-health
• complexity-gate
• contract-manifest
• contract-validate
• corpus-health
• create-prd
• decision-support
• decompose-file
• doc-consolidate
• doc-sync
• flow-architecture-evolution
• flow-change-control
• flow-compliance-validation
• flow-concept-to-inception
• flow-construction-to-transition
• flow-cross-team-sync
• flow-delivery-track
• flow-deploy-to-production
• flow-discovery-track
• flow-elaboration-to-construction
• flow-gate-check
• flow-guided-implementation
• flow-handoff-checklist
• flow-hypercare-monitoring
• flow-inception-to-elaboration
• flow-incident-response
• flow-iteration-dual-track
• flow-knowledge-transfer
• flow-performance-optimization
• flow-release
• flow-requirements-evolution
• flow-retrospective-cycle
• flow-risk-management-cycle
• flow-security-review-cycle
• flow-team-onboarding
• flow-test-strategy-execution
• gate-evaluation
• generate-realization
• generate-tests
• grade-on-ingest
• grade-report
• incident-triage
• intake-from-codebase
• intake-start
• intake-wizard
• issue-audit
• issue-auto-sync
• issue-close
• issue-comment
• issue-create
• issue-driven-al
• issue-list
• issue-planner
• issue-sync
• issue-update
• orchestrate-project
• pr-review
• project-health-check
• project-timeline-simulator
• provenance-create
• provenance-query
• provenance-report
• provenance-validate
• quality-assess
• regression-api-contract
• regression-auto-baseline
• regression-baseline
• regression-bisect
• regression-check
• regression-cicd-hooks
• regression-learning
• regression-metrics
• regression-performance
• regression-report
• regression-visual
• release-publication-verify
• research-cite
• retrospective-analyzer
• risk-cycle
• sdlc-accelerate
• sdlc-quickref
• sdlc-reports
• security-assessment
• security-audit
• security-gate
• setup-tdd
• smith-agenticdef
• smith-mcpdef
• smith-sysdef
• test-coverage
• torture-test
• tot-decide
• tot-exploration
• traceability-check
• troubleshooting-guide
• verify-citations

Slash commands (10)

• /sdlc:address-issues
• /sdlc:issue-audit
• /sdlc:issue-close
• /sdlc:issue-comment
• /sdlc:issue-create
• /sdlc:issue-index
• /sdlc:issue-list
• /sdlc:issue-show
• /sdlc:issue-update
• /sdlc:issue

Subagents (99)

• Accessibility Specialist

  Web accessibility compliance expert. Ensure WCAG 2.1 AA/AAA standards, implement ARIA attributes, keyboard navigation, screen reader support. Use proactively when building UI components or reviewing accessibility compliance

• <AGENT_NAME>

  <DESCRIPTION>

• AgentSmith

  Creates agent definitions on-demand and deploys them to platform directories for immediate use

• AI/ML Engineer

  Machine learning integration, MLOps pipeline design, and model deployment specialist. Design training pipelines, optimize inference, implement experiment tracking. Use proactively for ML integration or MLOps tasks

• API Designer

  Designs and evolves API and data contracts with clear, stable interfaces

• API Documenter

  API documentation specialist. Create OpenAPI/Swagger specs, generate SDKs, write developer documentation. Handle versioning, examples, interactive docs. Use proactively for API documentation or client library generation

• Architecture Designer

  Designs scalable, maintainable system architectures and makes critical technical decisions for software projects

• architecture-designer.soul
• Architecture Documenter

  Specializes in documenting architecture artifacts (SAD, ADRs, diagrams) with technical precision and clarity

• AWS Specialist

  AWS platform optimization specialist. Optimize EC2, Lambda, S3, RDS configurations, implement CloudFormation/CDK best practices, conduct Well-Architected Framework reviews. Use proactively for AWS-specific tasks

• Azure Specialist

  Azure platform deployment and optimization specialist. Configure ARM templates, optimize Azure Functions, tune Cosmos DB, manage AKS clusters. Use proactively for Azure-specific tasks

• Blockchain Developer

  Smart contract development, DApp architecture, and Web3 protocol specialist. Develop and audit Solidity and Solana contracts, implement DeFi integrations, optimize gas, and deploy to L2 networks. Use proactively for blockchain development, smart contract auditing, or Web3 integration tasks

• Build Engineer

  Designs and maintains build automation, CI pipelines, and artifact packaging for reliable delivery

• Business Process Analyst

  Models current and target-state business processes, stakeholders, and value flows to ground product requirements

• Citation Verifier

  Validates citations against research corpus, detects hallucinated references, and enforces GRADE-appropriate hedging

• Cloud Architect

  Multi-cloud infrastructure design specialist. Design AWS/Azure/GCP infrastructure, implement infrastructure as code (IaC), optimize costs, handle auto-scaling and multi-region deployments. Use proactively for cloud infrastructure or migration planning

• Code Reviewer

  Performs comprehensive code reviews focusing on quality, security, performance, and maintainability

• CommandSmith

  Creates slash command definitions on-demand and deploys them to platform directories for immediate use

• Compliance Checker

  Regulatory and standards compliance specialist covering GDPR, SOC2, HIPAA, PCI-DSS, and policy-as-code. Identify gaps, generate audit evidence, and implement continuous compliance monitoring. Use proactively for compliance reviews, audit preparation, or security policy enforcement tasks

• Compliance Grounding Agent

  Verifies compliance claims against GDPR, HIPAA, SOC2, and PCI-DSS requirements to prevent regulatory gaps

• Component Owner

  Maintains health, roadmap, and quality of a specific product component or service

• Configuration Manager

  Governs version control, baselines, and change processes to maintain traceable artifacts

• Context Librarian

  Builds artifact index and digests so agents retrieve only relevant context

• Cost Optimizer

  Software cost optimization specialist covering cloud spend, build performance, license auditing, and dependency efficiency. Identify waste, quantify savings opportunities, and implement measurable cost reductions. Use proactively for cost reviews, performance budget enforcement, or infrastructure ri

• Data Engineer

  Data pipeline architecture, ETL/ELT design, and data warehouse specialist. Build Spark jobs, dbt models, Airflow DAGs, stream processing pipelines, and data quality frameworks. Use proactively for data infrastructure, pipeline design, or data warehouse modeling tasks

• Database Optimizer

  Database performance and schema optimization specialist. Optimize queries, design indexes, handle migrations, solve N+1 problems. Use proactively for database performance issues or schema optimization

• Dead Code Analyzer

  Identifies and safely removes dead code, unused exports, orphaned files, and stale artifacts

• Debugger

  Systematic debugging specialist for errors, test failures, and unexpected behavior. Use proactively when encountering build failures, runtime errors, or test failures

• Decision Matrix Expert

  Facilitates data-driven trade-offs using an embedded decision matrix template

• Deployment Manager

  Orchestrates release planning, deployment execution, and operational readiness activities

• DevOps Engineer

  Automates CI/CD pipeline creation, infrastructure as code, deployment strategies, and production operations

• Django Expert

  Django framework optimization specialist. Optimize ORM queries, design DRF APIs, implement middleware patterns, configure Celery integration. Use proactively for Django development tasks

• Documentation Archivist

  Manages working drafts, tracks document changes, maintains version history, and ensures audit trail compliance for SDLC artifacts

• Documentation Synthesizer

  Merges multi-agent feedback into cohesive, high-quality SDLC documentation artifacts

• Domain Expert

  Provides subject-matter insight, validates assumptions, and ensures solutions respect domain rules and nuances

• Environment Engineer

  Tailors process assets, tooling, and guidelines to support consistent, automated delivery

• Executive Orchestrator

  Directs lifecycle, resolves decision gaps, enforces gates, and keeps artifacts synchronized

• factory-compat
• Frontend Specialist

  UI architecture, component design, performance optimization, and accessibility specialist. Review component architecture, optimize web vitals, ensure WCAG compliance, implement responsive design. Use proactively for frontend architecture or performance issues

• GCP Specialist

  Google Cloud Platform specialist with deep expertise in Cloud Run, GKE, BigQuery, and Vertex AI. Implement Terraform GCP modules, Cloud Functions gen2, Pub/Sub event-driven patterns, and BigQuery ML pipelines. Use proactively for GCP-specific infrastructure, data analytics, or AI/ML workload tasks

• Incident Responder

  Production incident management specialist. Handle outages with urgency and precision. Use IMMEDIATELY when production issues occur. Coordinates debugging, implements fixes, documents post-mortems

• Intake Coordinator

  Transforms the intake form and solution profile into a validated inception plan with agent assignments

• Integration Engineer

  Maintains build pipelines, integrates changes across branches, and ensures deployable artifacts are release-ready

• Issue Workflow Guide

  Helps users choose, initialize, and operate AIWG issue workflows, including local file-system issue tracking, issue-audit, and address-issues routing

• Kubernetes Expert

  Kubernetes orchestration and operations specialist. Design cluster architecture, write production-grade manifests, implement GitOps workflows, configure service mesh and observability. Use proactively for Kubernetes deployment or operations tasks

• Laziness Detector

  Detects and prevents destructive avoidance behaviors including test deletion, feature removal, coverage regression, and premature task abandonment

• Legacy Modernizer

  Legacy system modernization specialist. Refactor legacy codebases, migrate outdated frameworks, implement gradual modernization. Handle technical debt, dependency updates, backward compatibility. Use proactively for legacy updates or framework migrations

• Legal Liaison

  Ensures product decisions comply with legal, regulatory, and contractual obligations

• MCPSmith

  Creates and manages MCP (Model Context Protocol) servers dynamically using Docker containers

• Metrics Analyst

  Defines, collects, and interprets delivery and product metrics to guide decisions and continuous improvement

• Migration Planner

  Technology migration planning and execution specialist. Plan framework upgrades, language transitions, and infrastructure moves with rollback strategies. Use proactively for migration planning tasks

• Mobile Developer

  Mobile app architecture and cross-platform development specialist. Design native and cross-platform mobile architectures, implement CI/CD pipelines, optimize performance, run device farm testing. Use proactively for mobile development, app store deployment, or React Native/Flutter tasks

• Multi-Cloud Strategist

  Multi-cloud and hybrid-cloud strategy specialist. Design cloud-agnostic architectures, implement Terraform multi-provider configurations, Pulumi cross-cloud stacks, and Crossplane control planes. Build vendor lock-in mitigation strategies and cost comparison frameworks across AWS, Azure, and GCP. Us

• Mutation Analyst

  Analyzes mutation testing results to identify weak tests and recommend specific improvements

• openai-compat
• Performance Engineer

  Application performance optimization specialist. Profile bottlenecks, implement caching, conduct load testing, optimize queries. Use proactively for performance issues or optimization tasks

• Performance Grounding Agent

  Verifies performance claims and injects benchmarking knowledge to ground optimization decisions in data

• Privacy Officer

  Ensures lawful, transparent, and minimal processing of personal data with documented DPIA

• Product Designer

  Crafts user experience flows, interface designs, and interaction specs that align with product objectives

• Product Strategist

  Shapes product vision, positioning, and outcome goals from raw ideas or market opportunities

• Progress Tracker

  Monitors iterative task progress, detects regression and stalls, implements best output selection per REF-015 Self-Refine

• Project Manager

  Plans, tracks, and steers delivery to hit scope, schedule, quality, and risk targets

• Prompt Reinforcement Agent

  Monitors execution context and injects anti-laziness directives at strategic decision points to prevent destructive avoidance behaviors

• Provenance Manager

  Manages W3C PROV-compliant provenance tracking, validation, and query for all AIWG artifacts

• Quality Assessor

  Assesses evidence quality using GRADE methodology and maintains research corpus quality standards

• RACI Expert

  Facilitates responsibility assignments using a built-in RACI matrix template and best practices

• React Expert

  React ecosystem specialist. Optimize React 19+ applications, implement Server Components, design state management, build design systems. Use proactively for React architecture or performance tasks

• Recovery Orchestrator

  Coordinates PAUSE→DIAGNOSE→ADAPT→RETRY→ESCALATE recovery protocol when avoidance patterns are detected, enabling agents to self-correct rather than abandon tasks

• Regression Analyst

  Detects, analyzes, and prevents regressions by comparing versions, identifying behavioral changes, and recommending guardrails

• Reliability Engineer

  Establishes SLO/SLI, runs capacity and failure testing, and enforces ORR

• Requirements Analyst

  Transforms vague user requests into detailed technical requirements, user stories, and acceptance criteria

• requirements-analyst.soul
• Requirements Documenter

  Specializes in documenting requirements artifacts (use cases, specs, NFRs) with clarity, completeness, and traceability

• Requirements Reviewer

  Evaluates requirements artifacts for completeness, consistency, risk, and testability before downstream work begins

• Security Architect

  Leads system-altitude threat modeling, security requirements, and release gates across the lifecycle. Delegates applied-cryptography review and chain-of-trust integrity to the security-engineering framework.

• Security Auditor

  Application security code reviewer for OWASP Top 10, auth wiring, input validation, CORS/CSP, and encryption invocation. Delegates deep crypto and chain-of-trust work.

• security-auditor.soul
• Security Gatekeeper

  Applies embedded security gates and produces pass/fail reports with remediation tasks

• Security Grounding Agent

  Verifies security claims and injects OWASP/CWE knowledge into conversations to improve accuracy and reduce hallucination

• skillsmith
• software-implementer
• spring-boot-expert
• support-lead
• system-analyst
• technical-debt-analyst
• technical-researcher
• technical-writer
• technology-grounding-agent
• test-architect
• test-documenter
• test-engineer
• test-engineer.soul
• toolsmith-dynamic
• toolsmith-provider
• toolsmith
• traceability-manager
• ux-lead
• vision-owner
• windsurf-compat

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