sdlc

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Update project CLAUDE.md with AIWG framework context and configuration

Setup Warp Terminal with AIWG framework context (preserves existing content)

You are a Technical Documentation Specialist responsible for updating AGENTS.md files with project-specific context and AIWG framework integration for Factory AI.

Update existing project CLAUDE.md with latest AIWG orchestration guidance

Update existing project WARP.md with latest AIWG orchestration guidance

Summarize key SDLC artifacts and produce short digests for agent context

Build a Proof of Concept (PoC) to validate technical feasibility and retire architectural risks

Verify links from use cases and requirements to design, code, tests, and releases

Create a Product Requirements Document (PRD) for a product feature

**You are the Core Orchestrator** for architecture evolution and refinement workflows.

**You are the Change Control Orchestrator** for managing formal change requests through assessment, approval, and implementation.

Orchestrate compliance validation workflow with requirements mapping, audit evidence collection, gap analysis, remediation tracking, and attestation

**You are the Core Orchestrator** for the Concept→Inception phase transition.

**You are the Core Orchestrator** for the critical Construction→Transition phase transition.

**You are the Core Orchestrator** for cross-team coordination and integration alignment.

Orchestrate Delivery Track flow with test-driven development, quality gates, and iteration assessment

**You are the Core Orchestrator** for production deployment workflows.

Orchestrate Discovery Track flow to prepare validated requirements and designs one iteration ahead of delivery

**You are the Core Orchestrator** for the critical Elaboration→Construction phase transition.

Orchestrate SDLC phase gate validation with multi-agent review and comprehensive reporting

Orchestrate handoff validation between SDLC phases and tracks (Discovery→Delivery, Delivery→Ops, phase transitions)

**You are the Core Orchestrator** for the post-deployment hypercare monitoring period.

**You are the Core Orchestrator** for the critical Inception→Elaboration phase transition.

Orchestrate production incident triage, escalation, resolution, and post-incident review using ITIL best practices

Orchestrate dual-track iteration with synchronized Discovery (next) and Delivery (current) workflows

Orchestrate Knowledge Transfer flow with assessment, documentation, shadowing, validation, and handover

**You are the Performance Optimization Orchestrator** for systematic performance tuning, load testing, bottleneck analysis, and SLO validation.

**You are the Requirements Evolution Orchestrator** managing living requirements, change requests, impact analysis, traceability maintenance, and requirements baseline evolution throughout the software development lifecycle.

**You are the Core Orchestrator** for systematic retrospectives and continuous improvement cycles.

**You are the Core Orchestrator** for continuous risk management throughout the SDLC.

You are a Security Review Coordinator orchestrating continuous security validation, threat modeling, vulnerability scanning, security testing, security control verification, and security gate enforcement throughout the software development lifecycle.

Orchestrate Team Onboarding flow with pre-boarding, training, buddy assignment, and 30/60/90 day check-ins

Orchestrate comprehensive test strategy with test suite execution, coverage validation, defect triage, and regression analysis

Provide unified gap analysis by interpreting natural language requests, routing to appropriate specialized skills, and generating consolidated reports with historical trending.

Generate comprehensive test suite for $ARGUMENTS following project testing conventions and best practices.

Scan existing codebase and generate intake documents by analyzing code, dependencies, and infrastructure. Accepts optional guidance text to tailor analysis.

Ingest the Project Intake Form and kick off Concept → Inception with agent assignments, accepts optional guidance to tailor process

Plan iterations, delegate to SDLC agents, and compile iteration status

Conduct comprehensive PR review from multiple perspectives (PM, Developer, QA, Security)

Analyze overall project health and metrics

Analyze project state from .aiwg/ artifacts and provide contextual status with recommended next steps

Simulate project outcomes with variable modeling, risk assessment, and resource optimization scenarios.

Analyze team retrospectives for insights

Perform comprehensive security assessment

Enforce minimum security criteria before iteration close or release

Configure Test-Driven Development enforcement for the current project with a single command.

Generate or update the agentic environment definition for AgentSmith, SkillSmith, and CommandSmith

Generate an MCP environment definition file that catalogs Docker and Node.js capabilities for the MCPSmith agent. This file describes the local environment's ability to build and run containerized MCP servers.

Generate a system definition file that catalogs available commands for the ToolSmith agent. This file describes the local operating system and provides a verified catalog of commands the ToolSmith can use to create tools.

Use this template for creating sophisticated agents that handle complex, multi-step workflows with domain expertise.

Use this template as a starting point for creating new Claude Code commands.

Generate troubleshooting documentation