By jpoutrin
Summon Python specialists to scaffold production Django/FastAPI projects with uv/Docker/PostgreSQL, enforce Mypy/PEP8/security reviews, audit codebases for multi-agent parallelization, implement Celery tasks/WebSockets, and generate pytest strategies—all using 2025 patterns and official docs.
Python Celery specialist for distributed task queues, async processing, and scheduling
Python Django specialist for web applications, admin, ORM, and authentication
Python FastAPI specialist for high-performance async REST APIs
Python FastMCP specialist for building MCP servers that extend Claude
Python testing specialist for unit and integration tests with pytest
Django API development for 2025. Covers Django Ninja (modern, async-first, type-safe) and Django REST Framework (mature, ecosystem-rich). Use when building REST APIs, choosing between frameworks, implementing authentication, permissions, filtering, pagination, or async endpoints.
Django development patterns and conventions (2025). Auto-loads when working with Django models, views, URLs, forms, templates, management commands, or project structure. Includes async support and type hints.
Set up a new Django 6.0 project with modern tooling (uv, direnv, HTMX, OAuth, DRF, testing). Use when the user wants to create a Django project from scratch with production-ready configuration.
Enforces documentation research before implementation. Auto-loads when implementing features to ensure current best practices are followed. Researches official docs first.
**Category**: Python Development
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.
npx claudepluginhub jpoutrin/product-forge --plugin python-expertsGit best practices with atomic commits and conventional commit format
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
Security and privacy expertise with MCP security, OAuth, and GDPR/CCPA compliance
Dynamic task-based agentic delegation with builder/validator pairs and meta-prompt team orchestration
Dynamic task-based agentic delegation with builder/validator pairs and meta-prompt team orchestration
'MUST BE USED PROACTIVELY when user mentions: planning, PRD, product requirements document, project plan, roadmap, specification, requirements analysis, feature breakdown, technical spec, project estimation, milestone planning, or task decomposition. Use IMMEDIATELY when user says "create a PRD", "plan this feature", "document requirements", "break down this project", "estimate this work", "create a roadmap", "write specifications", or references planning/documentation needs. Expert Technical Project Manager that creates comprehensive PRDs with user stories, acceptance criteria, technical architecture, task breakdowns, and separate task assignment files for sub-agent delegation.'
Python development capabilities
Production-ready Claude Code configuration with role-based workflows (PM→Lead→Designer→Dev→QA), safety hooks, 44 commands, 19 skills, 8 agents, 43 rules, 30 hook scripts across 19 events, auto-learning pipeline, hook profiles, and multi-language coding standards
Context-Driven Development plugin that transforms Claude Code into a project management tool with structured workflow: Context → Spec & Plan → Implement
12 PM-specific agent skills, 6 workflow commands, 3 automation hooks for Product Managers