altitude-horizon-framework

deanpeters/product-manager-skills · updated Apr 8, 2026

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$npx skills add https://github.com/deanpeters/product-manager-skills --skill altitude-horizon-framework
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summary

Defines the two-axis mental model that distinguishes Director-level thinking from PM thinking: Altitude (how wide you zoom out) and Horizon (how far ahead you look). Use this to understand what actually changes in the transition, diagnose which transition zone is creating friction, and apply the Cascading Context Map when organizational direction is vague or absent.

skill.md

Purpose

Defines the two-axis mental model that distinguishes Director-level thinking from PM thinking: Altitude (how wide you zoom out) and Horizon (how far ahead you look). Use this to understand what actually changes in the transition, diagnose which transition zone is creating friction, and apply the Cascading Context Map when organizational direction is vague or absent.

This is not a seniority hierarchy. A PM operating at the right altitude for their role is doing excellent work. A Director operating at PM altitude is leaving their actual job undone.

Key Concepts

The Two Axes

Altitude — Scope

  • PM altitude: Close to the ground. Customer problems, individual features, sprint priorities, specific team dynamics.
  • Director altitude: High-level view. Product portfolio, cross-functional systems, organizational dynamics, budget allocation, market positioning.
  • The shift is not about losing empathy for customers — it's about zooming out to see the entire restaurant, not just one table.

Horizon — Time

  • PM horizon: Days, weeks, sprints. A quarter at most.
  • Director horizon: Quarter as the starting point. Annual planning cycles, multi-year strategy, market shifts.
  • Directors plan for where the product ecosystem needs to be in a year, then work backward.

The Waiter vs. Restaurant Operator

The sharpest analogy for the role shift:

Dimension PM (Waiter) Director (Restaurant Operator)
Focus Individual diner experience Entire system — staffing, margins, menu, suppliers
Authority Influence without control Portfolio decisions, budget, resource allocation
Success metric Table seven is happy Restaurant is profitable, consistent, and scalable
Relationship to customers Direct, daily, intimate Aggregate patterns, buyer personas, market cohorts
Failure mode Ignoring Table Seven's needs Obsessing over Table Seven's lemons

The waiter excels at translating the experience of individual diners. The operator isn't ignoring diners — they're asking different questions: "Are we overspending on ingredients? Is a 75-page menu confusing customers? Do we need another server for the dinner rush?" Neither question is more important in absolute terms. They're appropriate to different roles.


Four Transition Zones

The PM → Director shift requires movement across four zones. Most people struggle with one or two more than the others — diagnosing which one is the leverage point.

Zone 1 — Thinking Altitude

  • Stop: Solving individual customer problems directly
  • Start: Designing systems and teams that solve classes of problems

Zone 2 — Persona Shift

  • Stop: Obsessing over individual user personas and daily customer touchpoints
  • Start: Thinking in buyer personas, market cohorts, organizational stakeholders, and executive dynamics

Zone 3 — Hero Syndrome Recovery

  • Stop: Being the person who saves the day and earns the pat on the back
  • Start: Getting satisfaction from team success — your product is your people, not the roadmap

Zone 4 — Direction Creation

  • Stop: Waiting for clear direction from above before moving
  • Start: Creating context cascades that translate company strategy into team clarity, even when inputs are incomplete

Named Failure Modes

Hero Syndrome What it looks like: Jumping in to solve problems directly. Staying close to the tactical work. Wanting visibility on individual wins. Why it happens: PMs are trained to be helpful and responsive. Directors get fewer pats on the back, so they regress to the old reward loop. The cost: You under-perform as a Director while over-functioning as a senior IC. Your team doesn't develop because you're in their way.

Allergic to Process What it looks like: Resisting shared structures. Letting high-performing PMs run their own playbooks independently. Why it happens: PMs naturally resist bureaucracy. Early director permissiveness can feel like "great leadership" and "trusting the team." The cost: Stakeholders across marketing, finance, and leadership can't synthesize inconsistent outputs. Without shared processes, teams become "monkeys in the room breaking glass."

People-Pleaser Leadership What it looks like: Wanting the team to like you. Avoiding hard feedback. Saying yes to stakeholder requests to preserve relationships. Why it happens: The skills that made you a great PM — listening, empathy, responsiveness — become liabilities at organizational scale. The cost: You confuse "popular" with "effective." Respect is built through clarity and hard calls, not niceness.

Instant Gratification Trap What it looks like: Reading leadership books, collecting certifications, asking "what do I need to do to get promoted?" Why it happens: PMs are good at optimization. They try to shortcut the experience requirement. The cost: Director readiness requires war stories and lived humility. You can study your way to fluency in the vocabulary, but not to readiness for the role.

Black-and-White Thinking What it looks like: "This seems like an obvious decision." "Why can't we fund both?" "Why is everything so political here?" Why it happens: PMs operate in cleaner problem spaces with clearer cause-and-effect. Director decisions involve competing constraints, limited information, and organizational dynamics. The cost: Fast decisions with low confidence create downstream chaos. The grayscale is not a failure of leadership — it's the actual terrain.


The Cascading Context Map

When organizational direction is vague or absent, Directors don't wait — they cascade.

The six steps:

  1. Listen to the top-level strategy — QBRs, company messaging, executive communications
  2. Extract key priorities leadership stated — Identify 3–5 themes, not 20 bullet points
  3. Map the second layer: "How does our business unit accomplish these objectives?"
  4. Map the third layer: "How does our product portfolio accomplish that?"
  5. Map the fourth layer: "What are my team's specific accountabilities that drive success at layer three?"
  6. Communicate the cascade to the team — Not just what to do, but why it connects upward

What this fixes: Teams "wandering in the wilderness" — shipping work that doesn't connect to strategy because the context was never translated for them.

The core principle: Even with incomplete direction from above, a Director's job is to fill the gap downward. Waiting for perfect clarity is a PM habit. Creating imperfect-but-useful clarity is a Director skill.


Application

Using This Framework as a PM (Pre-Transition)

  1. Identify which transition zone you're weakest in — not to act on it yet, but to know what to observe
  2. Use 1-on-1s with your manager to practice Zone 4: "How does my work connect to business strategy? What's the organizational context I'm not seeing?"
  3. Watch for Hero Syndrome habits now: do you jump in to solve things that others could solve with your coaching?
  4. Don't over-invest in Director thinking while you're still in a PM role. Serve your current scope with full commitment — director altitude will be available when the context requires it

Using This Framework as a Newly Promoted Director

  1. First 30 days: Draw your new Altitude & Horizon map. Who are your new stakeholders? What does a quarter-to-annual planning horizon actually look like in this organization?
  2. First 60 days: Identify your Hero Syndrome triggers. When do you feel the pull to jump in directly instead of coaching?
  3. First 90 days: Run your first Cascading Context Map. Even if company strategy is unclear, make your best translation and share it with your team
  4. Ongoing: When friction appears, name which transition zone it lives in. Diagnosis before prescription

Running a Cascading Context Map

Use when your team is unclear on what organizational strategy means for their work.

## Context Cascade

**Company Priority:** [What leadership said — in their words]
**Business Unit Translation:** [How your BU contributes to that priority]
**Product Portfolio Translation:** [How your products contribute to that]
**Team Accountabilities:** [What each team owns specifically]
**Why this matters:** [The so-what for your team — what changes, what stays the same]

One page is better than ten. The goal is clarity, not comprehensiveness.


Examples

See examples/sample.md for a full worked scenario with a completed Cascading Context Map and anti-pattern contrast.

Good: Director Creates Clarity from a Vague Company Priority

Situation: CEO announces at QBR: "We're doubling down on enterprise." Three PMs ask their Director: "What does that mean for our roadmaps?"

PM response (wrong altitude): "Let's add enterprise features to our sprint backlogs."

Director response (right altitude): Runs a Cascading Context Map. Translates: "Enterprise means larger deal sizes, longer sales cycles, and more integration requirements. For our portfolio: Product A owns the admin controls story, Product B owns the API documentation story, Product C owns the security certification story. Here's what changes in Q3 planning and what doesn't."

Why it works: Director didn't wait for more clarity. They created it from available signal.


Bad: Hero Syndrome in Action

Situation: A PM on the team is struggling with a difficult stakeholder relationship.

Director response (wrong): "Let me just talk to that stakeholder directly — I'll get it sorted out."

Director response (right): "Walk me through what you've tried. Let's figure out where it broke down and what you'll do differently."

Why it matters: The first response solves the problem and creates dependency. The second response grows the PM. Directors who rescue too often build teams that can't function without them.


Good: Shifting from Waiter to Operator

Situation: A high-performing PM insists on documenting requirements in a different format from the rest of the team because "my stakeholders prefer it."

Director response (wrong): "That's fine, she's our best PM — if it works for her team, let it go."

Director response (right): "Joe is crushing it individually. But when marketing tries to synthesize across all three PMs' work, they can't. Shared process isn't bureaucracy — it's what makes the system legible to everyone outside it."

Why it matters: Protecting high-performer exceptions creates invisible coordination costs. The Restaurant Operator's job is the system, not the star waiter.


Common Pitfalls

Pitfall 1: Altitude Theater

Symptom: Using strategy language ("portfolio," "ecosystem," "long-term vision") while still making sprint-level decisions

Consequence: You sound like a Director but function like a PM. Your team is confused about who's actually deciding and at what level.

Fix: If you're in the details, own it. If you're not, delegate it fully. Mixing altitude levels without signaling creates ambiguity that erodes team trust.


Pitfall 2: One-and-Done Context Cascade

Symptom: Running the Cascading Context Map once at annual planning, then never revisiting it

Consequence: Team aligns in Q1 and drifts as strategy evolves. By Q3, team work is decoupled from current priorities.

Fix: Revisit the cascade at major inflection points — quarterly planning, significant exec changes, pivots, or org restructuring.


Pitfall 3: Confusing Kindness with Leadership

Symptom: Shielding the team from hard decisions, over-explaining constraints you're holding, softening feedback into meaninglessness

Consequence: Team operates without accurate context; trust erodes when reality eventually lands without warning.

Fix: Be transparent about the "why" behind hard decisions. You don't need to share everything — but what you share should be honest and actionable.


Pitfall 4: Premature Director Thinking as a PM

Symptom: Spending PM years worried about portfolio strategy, organizational dynamics, and "thinking above your pay grade"

Consequence: You under-serve your current role. PMs who think like Directors often miss the customer-level signal their actual role requires.

Fix: Play your current role with full commitment. The transition will demand Director thinking soon enough — you'll be ready because you did your PM work well, not because you rehearsed the Director role prematurely.


References

Related Skills

  • skills/director-readiness-advisor/SKILL.md — Interactive advisor that uses this framework to diagnose and coach your specific transition situation

Source Material

External Frameworks

  • Marty Cagan, Empowered — Organizational dynamics and role clarity in product leadership
  • Julie Zhuo, The Making of a Manager — IC-to-manager transition with practical war stories
  • Michael Watkins, The First 90 Days — Structured approach to leadership transitions
how to use altitude-horizon-framework

How to use altitude-horizon-framework on Cursor

AI-first code editor with Composer

1

Prerequisites

Before installing skills in Cursor, ensure your development environment meets these requirements:

  • Cursor installed and configured on your development machine
  • Node.js version 16.0+ with npm package manager (verify with node --version)
  • Active project directory or workspace where you want to add altitude-horizon-framework
2

Execute installation command

Execute the skills CLI command in your project's root directory to begin installation:

$npx skills add https://github.com/deanpeters/product-manager-skills --skill altitude-horizon-framework

The skills CLI fetches altitude-horizon-framework from GitHub repository deanpeters/product-manager-skills and configures it for Cursor.

3

Select Cursor when prompted

The CLI will show a list of available agents. Use arrow keys to navigate and space to select Cursor:

◆ Which agents do you want to install to?
│ ── Universal (.agents/skills) ── always included ────
│ • Amp
│ • Antigravity
│ • Cline
│ • Codex
│ ●Cursor(selected)
│ • Cursor
│ • Windsurf
4

Verify installation

Confirm successful installation by checking the skill directory location:

.cursor/skills/altitude-horizon-framework

Reload or restart Cursor to activate altitude-horizon-framework. Access the skill through slash commands (e.g., /altitude-horizon-framework) or your agent's skill management interface.

Security & Verification Notice

We perform automated surface-level scans (Gen AI Scanner, Socket, Snyk) during installation. These checks detect common vulnerabilities but do not guarantee complete security. Always review skill source code and verify the publisher's reputation before production use.

Skills execute code in your development environment. Always verify the publisher's identity, review recent commits, and test in isolated environments before production deployment.

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Use Cases

User Story & Requirements Generation

Create detailed user stories, acceptance criteria, and feature specs

Example

Generate user stories for 'password reset feature' with acceptance criteria, edge cases, and test scenarios

Reduce spec writing time by 50%, ensure comprehensive coverage

Competitive Analysis

Research competitors, compare features, identify gaps

Example

Analyze 5 competitor products, create feature comparison matrix, suggest differentiation opportunities

Complete competitive research in 2 hours instead of 2 days

Roadmap Prioritization

Evaluate features using frameworks (RICE, ICE, Kano) and create prioritized backlogs

Example

Score 20 feature ideas using RICE framework, generate prioritized roadmap with rationale

Make data-driven prioritization decisions faster

Stakeholder Communication

Draft PRDs, status updates, and stakeholder presentations

Example

Create executive summary of Q3 roadmap, monthly progress report, feature launch announcement

Save 3-5 hours/week on communication overhead

Implementation Guide

Prerequisites

  • Claude Desktop or compatible AI client
  • Access to product documentation and roadmap tools (Jira, Notion, etc.)
  • Understanding of product management frameworks (RICE, Jobs-to-be-Done, etc.)
  • Stakeholder contact information and communication channels

Time Estimate

30-60 minutes to see productivity improvements

Installation Steps

  1. 1.Install product management skill
  2. 2.Start with user story generation for known feature
  3. 3.Progress to competitive analysis: research 2-3 competitors
  4. 4.Use for roadmap prioritization: apply RICE/ICE scoring
  5. 5.Draft stakeholder communications and refine based on feedback
  6. 6.Build template library for recurring PM tasks
  7. 7.Share effective prompts with product team

Common Pitfalls

  • Not validating competitive research—verify facts before sharing
  • Accepting user stories without involving engineering team
  • Over-relying on frameworks without qualitative judgment
  • Not customizing outputs to company culture and communication style
  • Skipping stakeholder validation of generated requirements

Best Practices

✓ Do

  • +Validate research and competitive analysis with real data
  • +Collaborate with engineering when generating technical requirements
  • +Customize frameworks and templates to your company context
  • +Use skill for first drafts, refine with stakeholder input
  • +Document successful prompt patterns for PM tasks
  • +Combine AI efficiency with human judgment and intuition

✗ Don't

  • Don't publish competitive analysis without fact-checking
  • Don't finalize user stories without engineering review
  • Don't make prioritization decisions solely on AI scoring
  • Don't skip customer validation of generated requirements
  • Don't ignore company-specific context and culture

💡 Pro Tips

  • Provide context: company goals, constraints, customer feedback
  • Ask for alternatives: 'Show 3 ways to prioritize this roadmap'
  • Request stakeholder-specific formatting: 'Executive summary vs. engineering spec'
  • Use skill for 70% generation + 30% customization to company needs

When to Use This

✓ Use When

Use for user story writing, competitive research, roadmap prioritization, stakeholder communication, and PRD drafting. Best for reducing repetitive documentation and research work.

✗ Avoid When

Avoid for strategic product vision (requires deep customer empathy), pricing decisions (needs market and financial expertise), or when face-to-face customer discovery is more valuable than speed.

Learning Path

  1. 1Basic: user stories, feature specs, status updates
  2. 2Intermediate: competitive analysis, prioritization frameworks, PRDs
  3. 3Advanced: product strategy, go-to-market planning, OKR setting
  4. 4Expert: product vision, market positioning, business model innovation

Discussion

Product Hunt–style comments (not star reviews)
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general reviews

Ratings

4.747 reviews
  • Omar Rao· Dec 28, 2024

    altitude-horizon-framework has been reliable in day-to-day use. Documentation quality is above average for community skills.

  • Emma Singh· Dec 20, 2024

    I recommend altitude-horizon-framework for anyone iterating fast on agent tooling; clear intent and a small, reviewable surface area.

  • Mia Srinivasan· Dec 12, 2024

    altitude-horizon-framework fits our agent workflows well — practical, well scoped, and easy to wire into existing repos.

  • Pratham Ware· Dec 8, 2024

    altitude-horizon-framework is among the better-maintained entries we tried; worth keeping pinned for repeat workflows.

  • Kwame Chawla· Dec 8, 2024

    Solid pick for teams standardizing on skills: altitude-horizon-framework is focused, and the summary matches what you get after install.

  • Advait Li· Nov 27, 2024

    altitude-horizon-framework has been reliable in day-to-day use. Documentation quality is above average for community skills.

  • Arya Johnson· Nov 19, 2024

    altitude-horizon-framework is among the better-maintained entries we tried; worth keeping pinned for repeat workflows.

  • Kwame Huang· Nov 19, 2024

    Solid pick for teams standardizing on skills: altitude-horizon-framework is focused, and the summary matches what you get after install.

  • Kabir Flores· Nov 11, 2024

    Keeps context tight: altitude-horizon-framework is the kind of skill you can hand to a new teammate without a long onboarding doc.

  • Liam Nasser· Oct 18, 2024

    Useful defaults in altitude-horizon-framework — fewer surprises than typical one-off scripts, and it plays nicely with `npx skills` flows.

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