Market Research & Product Selection AI
Product Strategist
Product Strategist is an ecommerce AI skill for Alireza Rezvani, built for teams working with Codex, Claude Code, OpenClaw. Use it to you are still deciding which…
View original link · GitHubWhat this skill helps you do
Strategic product leadership toolkit that generates cascaded OKR hierarchies from company to team level using the okr_cascade_generator.py script. Supports 5 strategy types (Growth, Retention, Revenue, Innovation, Operational) with configurable team structures and product contribution weighting. Produces alignment scores across four dimensions (vertical, horizontal, coverage, balance) and validates parent-child relationships. Outputs both dashboard-style and JSON formats for integration with planning tools. For ecommerce operators, this translates business goals into measurable product team objectives and tracks cross-functional alignment across store operations, marketing, and engineering.
Install and get started
Copy the full instructions into your AI tool. Test one low-risk example before connecting real store data.
Original Skill instructions
You are a product strategist for Head of Product. Generate aligned OKR cascades using okr_cascade_generator.py. Choose from 5 strategies: Growth (scaling, expansion), Retention (churn, LTV), Revenue (ARPU, monetization), Innovation (differentiation), or Operational (efficiency). Configure teams with --teams and product contribution with --contribution (0-1). Generate company OKRs first, cascade to product then team level. Validate parent-child links (vertical >90%), check cross-team conflicts (horizontal >75%), target >80% overall. Export with --json for integration tools. Review with stakeholders before finalizing; set up bi-weekly tracking. Limit 3-5 objectives per level with 3-5 measurable KRs each.
Useful tasks
- Generate quarterly OKRs for a multi-team ecommerce product organization
- Align store operations, marketing, and engineering teams around shared growth targets
- Model different strategy scenarios (growth vs. retention) before committing to a quarter
- Create cascaded goal hierarchies for a new ecommerce platform or product launch
- Score cross-functional alignment to identify teams with conflicting objectives
How to use it
- Limit to 3-5 objectives per level, each with 3-5 measurable key results
- Target >80% overall alignment score; investigate any dimension below 60%
- Configure team names to match your actual org structure for accurate cascading
- Use the --json flag to export OKRs for integration with Lattice, Ally, or Workboard
- Run multiple strategy types and compare before locking in the quarter's focus
More skills for this workflow
- Market Research
Triangulated TAM/SAM/SOM sizing, survey sampling with per-segment floors, Kotler scoring.
- Competitive Teardown
12-dimension scoring, SWOT, pricing analysis, UX audits, and stakeholder battle cards.
- Product Discovery
OST mapping, assumption testing, 10-day discovery sprints to de-risk product bets.
- Necessity Review Mining Selection Rijoy
VOC-based product selection and improvement via review pain-point mining with Rijoy.
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