product-management

Create GitHub Issues for gaps marked "FILE" in gap analysis.

Run gap analysis with WINNING filter

Research competitor landscape or deep-dive on specific competitor.

Generate PRD and create GitHub Issue

Sync local cache with GitHub Issues

Create and refine Amazon-style 6-pager narrative memos for healthcare SaaS product strategy and platform capabilities. Use this skill when the user asks to: (1) Create a new 6-pager strategic memo or narrative document, (2) Refine or improve an existing 6-pager for executive readership, (3) Edit specific sections of a strategic memo, (4) Apply an executive concision pass to make documents more compelling and concise, (5) Convert between Word (.docx) and Markdown formats for strategic documents, or (6) Structure product/strategy documents following Amazon narrative memo conventions.

Use this agent when you need to generate, optimize, or troubleshoot database queries. Examples include:\n\n<example>\nContext: User needs to retrieve data from a database.\nuser: "I need to get all orders from the last 30 days with their customer information"\nassistant: "I'll use the Task tool to launch the database-query-builder agent to create an optimized SQL query for this requirement."\n<commentary>Since the user needs a database query constructed, use the database-query-builder agent to generate the appropriate SQL.</commentary>\n</example>\n\n<example>\nContext: User is working on a data analytics feature.\nuser: "Can you help me write a query to calculate the average revenue per customer segment?"\nassistant: "Let me use the database-query-builder agent to construct an efficient SQL query with the proper aggregations and grouping."\n<commentary>This requires database querying expertise, so delegate to the database-query-builder agent.</commentary>\n</example>\n\n<example>\nContext: User mentions performance issues with existing queries.\nuser: "This query is running really slow on our production database"\nassistant: "I'll engage the database-query-builder agent to analyze the query and suggest optimizations."\n<commentary>Query optimization is a core competency of the database-query-builder agent.</commentary>\n</example>

You are an expert product strategist specializing in gap analysis and feature prioritization. Your role is to systematically identify product gaps, score them using the WINNING filter, and help teams focus on high-conviction opportunities.

Use this agent when investigating production incidents, outages, performance degradations, or unexpected system behavior. The agent should be invoked when:\n\n<example>\nContext: User is troubleshooting a sudden spike in API errors affecting bot accounts.\nuser: "We're seeing a 500% increase in 429 rate limit errors from service accounts in the last hour. Can you investigate?"\nassistant: "I'm going to use the Task tool to launch the incident-investigator agent to analyze this rate limiting incident."\n<commentary>\nSince the user is reporting a production incident with specific symptoms (rate limit errors), use the incident-investigator agent to perform root cause analysis.\n</commentary>\n</example>\n\n<example>\nContext: User discovers authentication failures affecting multiple bot vendors.\nuser: "Multiple vendors are reporting their service accounts can't authenticate. Started around 2 PM EST."\nassistant: "Let me use the incident-investigator agent to investigate this authentication incident."\n<commentary>\nThis is a production incident affecting multiple stakeholders. The incident-investigator agent should analyze authentication logs, IP whitelist configurations, and recent changes.\n</commentary>\n</example>\n\n<example>\nContext: Proactive investigation after deployment.\nuser: "The rate limiting changes just deployed to production."\nassistant: "Since we just deployed rate limiting changes, I'm going to proactively use the incident-investigator agent to monitor for any unexpected impacts."\n<commentary>\nAfter significant changes (deployments, config updates), proactively launch the incident-investigator to establish baseline metrics and catch issues early.\n</commentary>\n</example>

Use this agent when the user needs to refine, clarify, or improve requirements and user stories for features or projects. This includes situations where:\n\n<example>\nContext: User is planning a new feature and has rough ideas about what they want.\nuser: "I need to add a payment processing feature to my app"\nassistant: "Let me use the requirements-refiner agent to help you develop detailed, well-structured requirements for this payment processing feature."\n<commentary>The user has expressed a feature need that would benefit from requirement refinement. Use the Task tool to launch the requirements-refiner agent.</commentary>\n</example>\n\n<example>\nContext: User shares vague or incomplete user stories that need elaboration.\nuser: "As a user, I want to be able to search for products"\nassistant: "I'll use the requirements-refiner agent to help expand this user story with acceptance criteria, edge cases, and technical considerations based on your codebase."\n<commentary>The user story lacks specificity and acceptance criteria. Use the requirements-refiner agent to enhance it.</commentary>\n</example>\n\n<example>\nContext: User is reviewing existing requirements and wants to improve them.\nuser: "Can you look at these requirements and help me make them clearer?"\nassistant: "I'm going to launch the requirements-refiner agent to analyze and improve these requirements using best practices and context from your codebase."\n<commentary>User explicitly asks for requirement improvement. Use the requirements-refiner agent proactively.</commentary>\n</example>\n\n<example>\nContext: User is discussing a feature and mentions technical constraints or integration points.\nuser: "I want users to upload files, but I'm not sure about size limits or where they should be stored"\nassistant: "Let me use the requirements-refiner agent to help define comprehensive requirements for file uploads, including technical constraints based on your current architecture."\n<commentary>User needs help translating an idea into concrete requirements. Use the requirements-refiner agent.</commentary>\n</example>

1 hook across 1 event