Frame the problem before the solution
Write the user, pain, context, evidence, business impact, and constraints before discussing features.
A practical operating guide for product managers
Sharper product habits, reusable workflows, and PM-ready templates.
Build consistent product judgment across discovery, planning, execution, launch, and measurement. Use this scaffold as a living handbook for teams, new PM onboarding, and AI-assisted product work.
Current focus
Outcome clarity
Discovery
8.4
Execution
7.8
Launch
8.1
How to use this scaffold
Start with a habit, then attach the artifact.
The site is organized around repeatable PM moments: choosing what matters, learning from customers, aligning teams, launching responsibly, and measuring outcomes. Templates and agents are intentionally lightweight so your team can adapt them without fighting the format.
Good Practice Guide
Product habits that keep work grounded.
Define outcomes in measurable terms
Prefer behavior and business metrics over delivery-only milestones. Every bet needs a learning signal.
Separate confidence from ambition
High-value ideas can still be low-confidence. Mark assumptions clearly and plan the smallest useful test.
Make tradeoffs visible
Show why something is in, out, or delayed. Decision logs reduce churn and improve stakeholder trust.
Design launches as learning systems
Launch with audience, rollout, telemetry, support readiness, risks, and rollback paths already named.
Review outcomes honestly
Close the loop with adoption, quality, revenue, customer feedback, and what the team will change next.
Ready Templates
Reusable artifacts for common PM work.
Product Requirements
Starter Agents
AI helpers PMs can adapt into repeatable workflows.
Discovery Coach
Turns rough ideas into interview questions, assumption maps, and research plans.
- Input: problem statement and target segment
- Output: research plan, screener, interview guide
PRD Reviewer
Checks clarity, missing requirements, edge cases, risks, metrics, and launch dependencies.
- Input: draft PRD
- Output: findings, questions, suggested rewrites
Stakeholder Briefing Assistant
Creates crisp updates for executives, engineering, sales, support, and customer success.
- Input: project state and audience
- Output: tailored update and decision asks
Operating Cadence
A simple rhythm for PM excellence.
Weekly
Outcome review
Check metric movement, risks, blocked decisions, and whether current work still maps to the goal.
Biweekly
Customer learning review
Share themes from interviews, tickets, sales calls, analytics, and competitive signals.
Monthly
Roadmap confidence review
Re-score opportunities using impact, confidence, effort, strategy fit, and capacity.
Quarterly
Strategy narrative refresh
Update market context, customer needs, bets, sequencing, and explicit non-goals.