By jpoutrin
Design secure multi-tenant RAG/CAG systems by selecting vector databases like Qdrant, Weaviate, Pinecone, PostgreSQL, or Redis, applying chunking strategies (fixed-size, semantic, recursive), and implementing security patterns for tenant isolation, access control, prompt injection prevention, and data classification.
Document chunking strategies for RAG systems. Use when implementing document processing pipelines to determine optimal chunking approaches based on document type and retrieval requirements.
Security patterns for RAG and CAG systems with multi-tenant isolation. Use when building retrieval-augmented or cache-augmented generation systems that require tenant isolation, access control, and secure data handling.
Uses power tools
Uses Bash, Write, or Edit tools
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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 rag-cagSecurity and privacy expertise with MCP security, OAuth, and GDPR/CCPA compliance
Use this agent when you need to create comprehensive Product Requirements Documents (PRDs) that combine business strategy, technical architecture, and user research. Examples: <example>Context: The user needs to create a PRD for a new feature or product launch. user: "I need to create a PRD for our new user authentication system that will support SSO and multi-factor authentication" assistant: "I'll use the prd-specialist agent to create a comprehensive PRD that covers the strategic foundation, technical requirements, and implementation blueprint for your authentication system."</example> <example>Context: The user is planning a major product initiative and needs strategic documentation. user: "We're launching a mobile app for our e-commerce platform and need a detailed PRD to guide development" assistant: "Let me engage the prd-specialist agent to develop a thorough PRD that includes market analysis, user research integration, technical architecture, and implementation roadmap for your mobile app initiative."</example>
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.
12 PM-specific agent skills, 6 workflow commands, 3 automation hooks for Product Managers
Agent-first PM toolkit with 9 specialist agents and 18 skills for solo developers and small teams
Skills for the claude autonomous agent system - Generate PRDs and convert them to prd.json format for autonomous execution