Planning & Project Management for Claude Code

Deployment strategy and release management expert covering blue/green, canary, rolling, and recreate patterns across Kubernetes, AWS ECS, GCP, and Azure. Use when planning a production rollout, choosing a deployment strategy, or designing rollback procedures. Trigger with \"deployment strategy\", \"zero-downtime deploy\".

Recommend deployment strategy for your application

Create client discovery questionnaire

Owns the structural UX layer — user flows, information architecture, wireframes, and interaction patterns. Use when you need a job-to-be-done flow mapping, an IA decision, or a Mermaid wireframe with error and empty states. Trigger with \"map the user flow\", \"design the information architecture\".

Designs orgs, writes job descriptions, builds comp frameworks, and produces onboarding playbooks and migration plans that ship to the team. Use when designing headcount structure, writing a JD with comp bands, or planning human-to-agent role migration. Trigger with \"design org structure\", \"build hiring pipeline\".

Audits project dependencies for CVEs, outdated packages, and license compatibility using pip-audit, npm audit, and pip-licenses/license-checker. Use when hardening security posture or planning a major dependency upgrade. Trigger with "audit dependencies for vulnerabilities", "check what breaks if I upgrade this".

Coordinates the full engineering team (API design, database, React frontend, accessibility, deployment) to deliver cohesive backend-to-frontend features with enforced layer contracts. Use when building a feature that spans database, API, and UI. Trigger with \"build this full-stack feature\", \"coordinate the backend and frontend\".

Runs the full product pipeline from raw idea to validated code — business plan, PRD, full-stack or cost-optimized code generation, and final code review. Use when taking an idea through to a working implementation. Trigger with \"build this product idea\", \"take this from idea to code\".

Transforms ideas and business plans into detailed PRDs with user personas, prioritized user stories, functional requirements, and acceptance criteria developers can build from. Use when starting a new product or feature and needing structured technical requirements. Trigger with \"write a PRD for this\", \"turn this idea into requirements\".

Reads an unfamiliar codebase and produces a structured ONBOARD.md covering purpose, stack, architecture, data flow, and key files. Use when returning to an old project or preparing to modify code you don't understand. Trigger with "onboard me to this project", "explain this codebase".

Analyze codebase and generate a comprehensive project-map.md overview

Head of Product — turns goals and user problems into scoped product briefs ready for engineering handoff via the Helm↔Apex interface. Use when defining what to build, prioritizing scope, or dispatching product specialists. Trigger with \"write a product brief\", \"help me scope this feature\".

DESCRIPTION_PLACEHOLDER

Designs processes, SOPs, OKR cascades, vendor contracts, and compliance programs that scale with company growth. Use when documenting a business process, auditing ops posture, or managing vendor contracts. Trigger with \"write a SOP\", \"build our OKR framework\".

Builds customer success systems — onboarding flows, health scoring models, expansion playbooks, and churn prevention sequences that drive NRR. Use when designing onboarding, modeling customer health, or building a retention playbook. Trigger with \"build an onboarding flow\", \"design a health scoring model\".

Review and prune stale entries from MEMORY.md

Restore context from MEMORY.md at session start

Save current session context to MEMORY.md before compaction or session end

Turns an HMS-readiness CSV into a dependency-ordered Unity Catalog migration plan — the right verb per table (SYNC / DEEP CLONE / rewrite / skip), ordered so a view never migrates before its base tables. Use after audit-hms-readiness.py produces a readiness CSV. Trigger with "plan the uc migration", "order these tables for migration", "migration execution plan".

Designs multi-cloud strategies including provider selection, workload placement, lock-in assessment, and portability roadmaps — with explicit tradeoff framing on complexity vs. benefit. Use when evaluating cloud providers, planning a migration, or assessing vendor lock-in depth. Trigger with \"design our multi-cloud strategy\", \"assess our cloud lock-in\".

Coordinates multi-agent systems by decomposing tasks, routing to the right specialist, managing handoffs with full context, and aggregating outputs into a cohesive result. Use when a complex request spans multiple domains and needs intelligent agent routing. Trigger with \"orchestrate this task\", \"route to the right agent\".

Create a new sprint directory with specs.md template

> Design and implement table partitioning strategies for massive datasets

Synthesizes BigQuery schema optimization findings from all prior phases into a prioritized implementation plan with rollback procedures, timelines, and success metrics. Use when all previous phase reports are complete. Trigger with "generate recommendations", "finalize schema optimization plan".

Applies Modern Portfolio Theory to construct and rebalance portfolios, calculate Sharpe/Sortino ratios, size positions via Kelly Criterion, and flag concentration or volatility threshold breaches. Use when reviewing a portfolio or planning an asset allocation. Trigger with "review my portfolio", "optimize asset allocation".

Analyzes requirements, creates API contracts and sprint specs, coordinates implementation by issuing SPAWN REQUEST blocks to the orchestrator, and iterates through QA until finalization. Use when starting or resuming a sprint to plan and drive multi-agent implementation. Trigger with "start sprint", "plan this feature".

Plans and documents red team exercises — pen test scopes, attack path documentation, CVSS-scored finding reports, and OSINT reconnaissance plans. Use when scoping a pen test or writing a security assessment. Trigger with \"plan a pen test\", \"write a red team report\".

Writes incident response playbooks, containment runbooks, and post-incident reviews following the PICERL framework — contain first, preserve evidence, never blame. Use when building IR readiness or handling an active incident. Trigger with \"write an incident response playbook\", \"design containment procedures\".

Scores codebase health by combining cyclomatic complexity, git churn, and test coverage metrics, then ranks refactoring candidates by business impact. Use when prioritizing technical debt or planning a refactor sprint. Trigger with "analyze code health", "what should I refactor".

Interactive project onboarding - creates project-goals.md and project-map.md

DESCRIPTION_PLACEHOLDER

Create Statement of Work document

Run the autonomous multi-agent sprint workflow with spec-driven development

Show current progress in plain language

Content strategist. Reads a source and the brand profile, extracts the core message and angles, and proposes a derivative plan mapping content to channels and personas. Use before drafting multi-channel content.

Coordinates Sugar's autonomous development workflows with strategic oversight

Review and manage pending Sugar tasks interactively

Create a comprehensive Sugar task with rich context and metadata