python-experts

Product Forge

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).

Forge CLI Utilities

Product Forge includes a unified forge CLI tool for skill-related utilities:

YouTube Transcript Fetcher

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

Feedback Management

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.

Features

Skills (Automatic Context Activation)

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 (Explicit User Actions)

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 (Complex Multi-Step Tasks)

Agents handle autonomous, multi-step workflows.

Leadership Agents