Product Management
Product Management
Feature specs, metrics review, roadmaps, and product strategy
Acquisition Channel Advisor
Evaluate acquisition channels using unit economics, customer quality, and scalability. Decide whether to scale, test, or kill each channel with finance-backed reasoning.
AI-Shaped Readiness Advisor
Diagnose whether your product work is 'AI-first' (efficiency) or 'AI-shaped' (strategic transformation). Score 5 competencies, identify gaps, and get a priority action plan.
Altitude & Horizon Framework (PM → Director)
Understand the PM-to-Director transition through altitude (scope) and horizon (time). Diagnose which of four transition zones is creating friction and apply the Cascading Context Map when direction from above is vague.
SaaS Business Health Diagnostic
Diagnose SaaS business health across growth, retention, unit economics, and capital efficiency. Identify red flags by urgency and get a prioritized action plan with stage-specific benchmarks.
Context Engineering Advisor
Diagnose whether you're doing context stuffing (volume without intent) or context engineering (structure for attention). Build memory architecture, define context boundaries, and implement the Research → Plan → Reset → Implement cycle.
Customer Journey Map
Build a strategic customer journey map across Awareness → Consideration → Decision → Service → Loyalty — with actions, touchpoints, emotions, KPIs, business goals, and owning teams per stage.
Customer Journey Mapping Workshop
Run a 5-question adaptive workshop to build a customer journey map — actor, scenario, phases, actions/emotions, and prioritized opportunities — that aligns cross-functional teams around real pain points.
Director Readiness Advisor
Coach the PM-to-Director transition with 4 situational branches — preparing, interviewing, newly landed, or recalibrating — and deliver war-story-backed guidance calibrated to your specific stage.
Discovery Interview Prep
Design a customer discovery interview plan with the right methodology, questions, and bias guardrails — calibrated to your research goal, segment, and constraints via 4 adaptive questions.
Discovery Process (End-to-End)
Run a complete 6-phase discovery cycle — frame, research, synthesize, generate, validate, decide — in 3-4 weeks. Orchestrates 10+ component skills for problem-to-validated-solution workflow.
End-of-Life (EOL) Message
Write a clear, empathetic EOL announcement with customer-benefit rationale, explicit impact acknowledgment, transition support, and specific timeline — maintaining trust through product retirements.
Epic Breakdown Advisor (Humanizing Work)
Break epics into user stories using the Humanizing Work methodology — INVEST validation, 9 splitting patterns applied sequentially, and evaluation criteria that expose low-value work.
Epic Hypothesis (Lean UX)
Frame epics as falsifiable if/then hypotheses with tiny discovery experiments and 2-4 week validation measures — so you can kill bad ideas before committing engineering.
VP/CPO Executive Onboarding Playbook (30-60-90)
Run the first 90 days as diagnosis, not execution — Month 1 Diagnose, Month 2 Validate, Month 3 Act with Evidence. Plus Phase 0 CEO interview questions for evaluating the offer.
Feature Investment Advisor
Evaluate whether to build a feature using revenue connection, cost structure, ROI, and strategic value. Delivers build / build-strategic / don't-build / build-later recommendations with supporting math.
Finance-Based Pricing Advisor
Evaluate pricing changes (increases, tiers, add-ons, discounts) using ARPU, conversion, churn risk, NRR, and CAC payback math — before you ship the change.
SaaS Finance Metrics Quick Reference
Cheat sheet for 25+ SaaS metrics: formulas, benchmarks, red flags, and decision frameworks for feature investment, channel scaling, pricing changes, and business health.
Jobs-to-be-Done (JTBD)
Map customer jobs (functional, social, emotional), pains, and gains — a structured lens for discovery, positioning, and roadmap prioritization that looks beyond feature requests to real motivations.
Lean UX Canvas (v2)
Jeff Gothelf's 8-box one-page tool for framing work around the business problem, not the solution — surface assumptions, write testable hypotheses, and plan the smallest experiment before committing to build.
Opportunity Solution Tree (OST)
Teresa Torres' discovery framework: desired outcome → 3 opportunities → 3 solutions each → POC selection with feasibility/impact/market fit scoring and experiment design.
PESTEL Analysis
Systematic macro-environmental analysis across Political, Economic, Social, Technological, Environmental, and Legal factors — for market entry, strategic planning, and risk assessment.
Proof of Life Probe Advisor
Pick the right PoL probe (Feasibility, Task-Focused, Narrative, Synthetic Data, Vibe-Coded) based on hypothesis, risk, and timeline — match the cheapest prototype to the harshest truth.
Proof of Life (PoL) Probe
Define and document a lightweight, disposable validation artifact designed to surface harsh truths before expensive development — the artifact template that pairs with pol-probe-advisor.
Positioning Statement (Geoffrey Moore)
Fill in the For/that need/is a/that + Unlike/provides template from Crossing the Chasm — forces hard choices about target, category, need, and defensible differentiation.
Positioning Workshop
Run a structured 5-question discovery (target → need → category → benefit → differentiation) that outputs a Geoffrey Moore positioning statement — not a brainstorm, a forcing function for hard choices.
PRD Development
Build a structured PRD that connects problem, users, solution, and success criteria across 8 phases — from scattered Slack threads to engineering-ready document for major initiatives.
Press Release (Amazon Working Backwards)
Write a customer-perspective press release before building — Amazon's Working Backwards forcing function for clarity. If you can't write a compelling PR, the idea may be weak.
Prioritization Framework Advisor
Pick the right prioritization framework (RICE, ICE, Value/Effort, Kano, Buy-a-Feature) based on product stage, team context, decision needs, and data availability — avoid framework whiplash.
Problem Framing Canvas (MITRE)
Run MITRE's three-phase canvas — Look Inward (your biases), Look Outward (who's affected and who's left out), Reframe (problem + How Might We) — to solve the right problem before solutions.
Problem Statement (User-Centered)
Write an empathy-driven problem statement (I am / Trying to / But / Because / Which makes me feel) that frames product work around user outcomes — not feature requests or business symptoms.
Product Sense Interview Answer
Six-part spine (clarify → rationale → goal → segmentation → pain → solution) for PM product-sense interviews — sound thoughtful out loud instead of over-scripted on paper.
Product Strategy Session
End-to-end product strategy workflow orchestrating positioning, problem framing, discovery, prioritization, and roadmap across 6 phases over 2-4 weeks — with explicit decision points.
Proto-Persona
Create a lightweight, hypothesis-driven persona in hours from existing research, market signals, and team knowledge — a working customer profile before deeper validation.
Recommendation Canvas (AI Product)
10-component canvas for evaluating AI product proposals — business + customer outcomes, hypothesis with tiny experiments, PESTEL risks, value justification, SMART metrics, and next steps.
Roadmap Planning
Build an outcome-driven roadmap across 5 phases (gather inputs → define epics → prioritize → sequence → communicate) with hypotheses, RICE scores, and stakeholder alignment.
SaaS Economics & Efficiency Metrics
PM-focused reference for unit economics (CAC, LTV, payback, contribution margin) + capital efficiency (burn, runway, OpEx) + ratios (Rule of 40, magic number) — with cash-trap pitfalls.
SaaS Revenue & Growth Metrics
PM reference for revenue + retention metrics — MRR/ARR, ARPU/ARPA, ACV, churn (logo + revenue), NRR, expansion, quick ratio — with cohort analysis and 10 most common pitfalls.
Skill Authoring Workflow
Turn raw PM content into a compliant, publish-ready Claude skill via 6 phases (preflight → generate → tighten → validate → integrate → package) using repo-native scripts.
Storyboard (6-Frame Narrative)
Create a 6-frame visual storyboard (character → problem → "oh crap" moment → solution → "aha" moment → life after) — narrative for stakeholder alignment, concept reviews, and empathy-building.
TAM/SAM/SOM Calculator
Calculate Total Addressable Market, Serviceable Available Market, and Serviceable Obtainable Market with explicit assumptions, citations, and 1-3 year projections — defensible market sizing for investors, execs, and PMF validation.
User Story Mapping Workshop
Facilitated 5-question Jeff Patton story mapping workshop — backbone activities, prioritized tasks, walking-skeleton MVP, and 3 release slices for end-to-end incremental delivery.
User Story Mapping (Component)
Hierarchical story map template — segment → persona → narrative → activities → steps → tasks — left-to-right user journey with vertical priority for MVP planning and gap identification.
User Story Splitting (8 Patterns)
Break epics and oversized stories into independently deliverable slices using the Lawrence & Green 8-pattern framework — workflow, business rules, data, AC complexity, major effort, dependencies, DevOps, TADs.
User Story (Mike Cohn + Gherkin)
Translate user needs into testable, outcome-focused user stories combining Mike Cohn's "As a / I want / so that" with Gherkin Given/When/Then acceptance criteria.
VP/CPO Readiness Advisor
Adaptive coaching for the Director-to-VP and VP-to-CPO transition — Three Ps diagnostic, Empowerment Myth, paradigm shift, alliance building, and 4 branches (preparing, interviewing, newly landed, recalibrating).
Workshop Facilitation Protocol
Canonical multi-turn facilitation pattern for interactive PM workshops and advisors — one question per turn, progress labels, entry modes, and decision-point recommendations.
Product Metrics Reviewer
Product metrics review with trend analysis, anomaly detection, and scorecard generation
Product Spec Writer
Write feature specifications and PRDs from problem statements with user stories and acceptance criteria
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Personal Productivity
File Organization
Auto-rename, sort, deduplicate, and organize files
Personal Productivity
Note Management
Obsidian, Logseq, and note-taking workflows
Personal Productivity
Task Management
Todo lists, project tracking, and productivity
Personal Productivity
Productivity
Dashboards, automation, and workflow optimization