By jpoutrin
Design AWS and GCP infrastructure using Terraform and Ansible patterns, build data pipelines with dbt and SQLMesh, generate and manage RFCs plus technical specs in Markdown, and automate local dev setups including direnv, git worktrees, and port allocations for Docker services.
CTO and System Architect who orchestrates technical implementation, system design, and technology selection
Data Engineering specialist for data pipelines, warehousing, and transformation with dbt and SQLMesh
DevOps specialist for CI/CD, infrastructure as code, Kubernetes, and cloud deployments
MCP (Model Context Protocol) specialist for server design, implementation, security, and memory optimization in Python and TypeScript
Ansible automation and configuration management patterns. Use when writing Ansible playbooks, roles, or automating infrastructure configuration and deployment tasks.
AWS cloud infrastructure patterns and best practices. Use when designing or implementing AWS solutions including EC2, Lambda, S3, RDS, and infrastructure as code with Terraform or CloudFormation.
Create a new RFC (Request for Comments) technical specification
Create a new Technical Specification for implementation details
dbt (data build tool) patterns for data transformation and analytics engineering. Use when building data models, implementing data quality tests, or managing data transformation pipelines.
Uses power tools
Uses Bash, Write, or Edit tools
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A comprehensive Claude Code marketplace plugin for product development, PRD management, task tracking, and secure technical implementation. Features CPO/CTO/Marketing/UX/DPO/DevOps/Data Engineering/RAG-CAG expertise with specialized technical agents (Django, FastAPI, FastMCP, React/TypeScript, Celery, Playwright) that research current documentation before coding. Includes design system management, cloud infrastructure (AWS, GCP, Ansible), data transformation (dbt, SQLMesh), RAG/CAG architecture with multi-tenant security, MCP security with 5-layer defense, OAuth/OIDC, and privacy compliance (GDPR/CCPA).
Product Forge includes a unified forge CLI tool for skill-related utilities:
Fetch YouTube video transcripts as readable text files:
# Install with YouTube support
uv tool install . --with youtube-transcript-api
# Fetch transcript
forge youtube "https://www.youtube.com/watch?v=dQw4w9WgXcQ"
forge youtube "https://youtu.be/dQw4w9WgXcQ" --output transcripts/
forge youtube dQw4w9WgXcQ
Manage Product Forge learnings and feedback:
# Initialize learnings directory
forge feedback init
# Show statistics
forge feedback stats
# List feedback items
forge feedback list
forge feedback list --project product-forge
forge feedback list --type improvement
# Save feedback (used by hooks)
cat feedback.json | forge feedback save
See FORGE_CLI_IMPLEMENTATION_SUMMARY.md for complete CLI documentation.
Skills automatically activate when Claude detects relevant context, providing expert guidance without explicit commands.
| Skill | Triggers | Description |
|---|---|---|
| PRD Management | prd, requirements | Automatic lifecycle management and organization |
| Task Orchestration | task, implement | Documentation-first execution with quality checks |
| Product Strategy | strategy, market | Chief Product Officer expertise with proven frameworks |
| Documentation Research | code, build, develop | Enforces online documentation research before implementation |
| MCP Security | mcp security, prompt injection, authorization | 5-layer defense architecture for multi-agent systems |
| Design System | design system, components, tokens | Build and reuse UI components, tokens, and patterns |
| Python Style | python, django, fastapi, celery | PEP standards, type hints, and modern Python patterns |
| TypeScript Style | typescript, react, node, eslint | Strict typing, ESLint, and modern TS/JS patterns |
| Privacy Compliance | gdpr, ccpa, privacy, data protection | GDPR, CCPA/CPRA, and regional compliance |
| AWS Cloud | aws, ec2, s3, lambda, iam | AWS services best practices and IAM security |
| GCP Cloud | gcp, gce, bigquery, cloud run | Google Cloud best practices and IAM security |
| Ansible | ansible, playbook, vault | Ansible automation for infrastructure |
| OAuth | oauth, oidc, jwt, pkce | OAuth 2.0 and OpenID Connect implementation |
| dbt | dbt, data transformation | dbt modeling, testing, and documentation |
| SQLMesh | sqlmesh, virtual environments | SQLMesh incremental models and CI/CD |
| RAG/CAG Architecture | rag, cag, vector database, embeddings | RAG/CAG patterns, chunking, multi-tenant security |
| Chunking Strategies | chunking, text splitting, semantic chunking | Document-type-specific chunking, RAPTOR, evaluation |
Commands you invoke when you need specific functionality.
| Command | Usage | Description |
|---|---|---|
/create-prd | /create-prd my-product | Interactive PRD creation wizard |
/create-prd-feature | /create-prd-feature auth | Create feature-specific PRD |
/generate-tasks | /generate-tasks prd.md | Convert PRD to task list |
/prd-status | /prd-status prd.md --set ACTIVE | Check/update PRD status |
/list-prds | /list-prds --status ACTIVE | List PRDs with metadata |
/task-list | /task-list --dir focus | List tasks with progress |
/task-focus | /task-focus TASK-001 | Focus on specific task |
/discovery-session | /discovery-session my-product | Start product discovery |
/create-persona | /create-persona developer | Create user persona |
/position-product | /position-product my-product | Define positioning |
/brainstorm-solution | /brainstorm-solution "problem" | Structured brainstorming |
/prd-progress | /prd-progress prd.md | Show implementation progress |
/prd-archive | /prd-archive prd.md | Archive completed PRDs |
/quick-start | /quick-start | Quick start guide |
Agents handle autonomous, multi-step workflows.
Git best practices with atomic commits and conventional commit format
Python technical specialists for Django, FastAPI, FastMCP, Celery, and testing
Frontend development with React, TypeScript, and Playwright testing expertise
Atlassian Jira and Confluence integration via Remote MCP Server for issue tracking, documentation, and project management
Dynamic task-based agentic delegation with builder/validator pairs and meta-prompt team orchestration
npx claudepluginhub jpoutrin/product-forge --plugin devops-dataTools for creating and managing Claude Code plugins, agents, commands, and skills
Engineering & tech skills: Code Review Checklist, Incident Postmortem, API Docs Writer, Architecture Decision Record, Debugging Log Analyser, PR Description Writer, System Design Interview, Changelog Generator, Test Strategy Doc, Runbook Writer, CI/CD Playbook, SLO & Error Budget, Developer Onboarding Doc, On-Call Runbook, Security Threat Model, Performance Budget, Database Schema Design, Database Migration Plan, Technical Debt Register, RFC Writer, Capacity Planning, Load Testing Plan, Disaster Recovery Plan, Feature Flag Guide, Dependency Audit, Service Catalog Entry, Monitoring Setup Guide, Local Dev Setup, API Versioning Strategy, Infra-as-Code Review, Engineering Weekly Report, Tech Radar, Sprint Velocity Analysis, Microservices Decomposition, Engineering Hiring Rubric. 35 structured skills for engineering teams, SREs, and technical PMs.
Infrastructure as Code (Terraform, Ansible, CloudFormation), CI/CD pipelines (GitHub Actions, GitLab CI), and database specialists (PostgreSQL, MySQL) for DevOps workflows.
Skills for the claude autonomous agent system - Generate PRDs and convert them to prd.json format for autonomous execution
Infrastructure engineer — cloud services, networking, IaC, cost optimization
12 PM-specific agent skills, 6 workflow commands, 3 automation hooks for Product Managers