Johnny Mai
Community@johnnnmai
🌍 PM @ Amazon · Building to Serve Billions · Engineer
Agent Skills by Johnny Mai
Showing 81 vetted skills indexed across 1 GitHub repositories.
Johnnnmaiexecutive-onboarding-playbook
Structure a 30-60-90 day diagnostic playbook for VP and CPO leaders.
Johnnnmaiacquisition-channel-advisor
Analyze acquisition channel unit economics, customer quality, and scalability to recommend marketing spend decisions.
Johnnnmaiproblem-statement
Articulate user problems from a persona's perspective using an empathy-driven framework.
Johnnnmaitask-delegation-planner
Define task ownership, context requirements, and escalation protocols for human-AI workflows.
Johnnnmaipol-probe
Define Proof of Life probes to test hypotheses and de-risk product decisions.
Johnnnmaidiscovery-interview-prep
Generate a structured discovery interview plan with questions and success criteria.
Johnnnmaiskill-authoring-workflow
Automate PM skill creation and revision with validation and documentation checks.
Johnnnmaicompany-research
Generate company profiles from public sources on executive insights and product strategy.
Johnnnmaitam-sam-som-calculator
Calculate TAM, SAM, and SOM market sizes through guided questions.
Johnnnmaigeo-entity-brief
Generate a structured entity brief with execution steps and decision checkpoints.
Johnnnmaibusiness-health-diagnostic
Analyze SaaS growth, retention, unit economics, and capital efficiency against stage-specific benchmarks.
Johnnnmaiuser-story-splitting
Decompose large user stories into smaller stories using eight splitting patterns.
Johnnnmaiprd-development
Guide users through a structured workflow to create a Product Requirements Document.
Johnnnmaiagent-readable-prd-writer
Generate dual-mode PRDs with explicit task contracts for AI agents.
Johnnnmaitask-tracking-operator
Track delegated tasks and generate weekly status reports with replanning triggers.
Johnnnmaisuccess-metric-spec-writer
Generate structured documents defining success metrics, guardrails, and thresholds for product features.
Johnnnmaisignal-harvester-enhanced
Collect market signals from web sources into simulation-ready JSON data.
Johnnnmaidemand-reality-checker
Validate market demand reality and urgency for product ideas.
Johnnnmaiworkshop-facilitation
Facilitate multi-turn workshop sessions with numbered decision points and progress tracking.
Johnnnmaipm-resume-teardown
Analyze Product Manager resumes against a five-lens scorecard and provide prioritized fixes.
Johnnnmaistoryboard
Generates a 6-frame visual narrative of a user's journey from problem to solution.
Johnnnmaipestel-analysis
Analyze macro-environmental factors across PESTEL categories for a product or project.
Johnnnmaiproduct-direction-simulator
Simulate product direction outcomes through persona-driven scenario analysis.
Johnnnmaiuser-insight-synthesizer
Synthesizes qualitative user research into patterns, tensions, and actionable implications for product decisions.