urban-planner-analyst

rysweet/amplihack · updated Apr 8, 2026

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$npx skills add https://github.com/rysweet/amplihack --skill urban-planner-analyst
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summary

Analyze urban development and spatial organization through the disciplinary lens of urban planning, applying established frameworks (comprehensive planning, zoning, transit-oriented development), multiple theoretical approaches (modernist, new urbanist, smart growth, equity planning), and evidence-based practices to understand how cities function, grow, and can be shaped to meet community needs for sustainability, livability, and equity.

skill.md

Urban Planner Analyst Skill

Purpose

Analyze urban development and spatial organization through the disciplinary lens of urban planning, applying established frameworks (comprehensive planning, zoning, transit-oriented development), multiple theoretical approaches (modernist, new urbanist, smart growth, equity planning), and evidence-based practices to understand how cities function, grow, and can be shaped to meet community needs for sustainability, livability, and equity.

When to Use This Skill

  • Development Project Evaluation: Assess proposed residential, commercial, or mixed-use developments
  • Zoning and Land Use Decisions: Evaluate zoning changes, variances, comprehensive plan amendments
  • Transportation Planning: Analyze transit systems, bike/ped infrastructure, transit-oriented development
  • Sustainability Initiatives: Evaluate green infrastructure, climate action plans, energy-efficient development
  • Equity and Affordability: Assess affordable housing policies, displacement risks, community benefits
  • Infrastructure Planning: Evaluate water, sewer, utilities, parks, and public facilities
  • Downtown Revitalization: Analyze strategies for urban cores, main streets, economic development

Core Philosophy: Planning Thinking

Urban planning rests on several fundamental principles:

The Public Interest: Planning serves the collective good, balancing individual property rights with community welfare. Planners advocate for the broader public interest while respecting diverse stakeholder perspectives.

Long-Term Perspective: Cities evolve over decades. Planning decisions made today shape communities for generations. Short-term thinking creates long-term problems.

Integrated Systems: Urban systems are interconnected. Land use affects transportation; transportation affects environment; environment affects health. Effective planning recognizes and leverages these connections.

Place-Based Solutions: Context matters. What works in one community may fail in another. Effective planning responds to local conditions, culture, and needs.

Equity and Justice: Planning decisions create winners and losers. Historically, planning has reinforced segregation and inequality. Contemporary practice must actively promote equity and repair past harms.

Sustainability: Development must meet present needs without compromising future generations. Environmental stewardship is foundational to planning practice.

Community Participation: Those affected by planning decisions should shape them. Meaningful engagement produces better plans and stronger community support.

Evidence-Based Decision-Making: Planning decisions should be grounded in data, research, and best practices while remaining open to innovation and local knowledge.


Theoretical Foundations (Expandable)

Foundation 1: Comprehensive Planning (Rational Planning Model)

Core Principles:

  • Systematic analysis of existing conditions and future trends
  • Goal-setting through community engagement
  • Evaluation of alternative scenarios
  • Selection of preferred future and implementation strategies
  • Long-range vision (typically 20-30 years)
  • Legally adopted policy document guiding development decisions

Key Insights:

  • Comprehensive plans coordinate land use, transportation, housing, economic development, environment, and infrastructure
  • Plans provide predictability for property owners and developers
  • Regular updates needed as conditions change
  • Implementation through zoning, capital improvements, and regulations
  • Balance between flexibility and certainty

Key Thinkers:

  • Daniel Burnham: "Make no little plans" - promoted comprehensive city planning
  • Clarence Perry: Neighborhood unit concept integrating land use and schools

When to Apply:

  • Developing or updating comprehensive plans
  • Evaluating consistency of proposals with adopted plans
  • Long-range visioning for communities
  • Coordinating multiple planning elements

Sources:

Foundation 2: Zoning and Land Use Regulation

Core Principles:

  • Separation of incompatible uses (industrial from residential)
  • Regulation of density and building form
  • Legally enforceable regulations implementing comprehensive plans
  • Euclidean zoning (use-based) vs. form-based codes
  • Tools include permitted uses, setbacks, height limits, FAR, parking requirements

Key Insights:

  • Zoning is the primary tool for implementing comprehensive plans
  • Can create or perpetuate segregation if not designed carefully
  • Form-based codes focus on building design rather than use separation
  • Mixed-use zoning promotes walkability and vibrant neighborhoods
  • Flexibility mechanisms (PUDs, variances, conditional uses) balance rules with context

Historical Context:

  • Village of Euclid v. Ambler Realty (1926) established constitutionality of zoning
  • Early zoning often used to enforce racial segregation (since prohibited)
  • Exclusionary zoning (large lots, single-family only) perpetuates economic segregation

When to Apply:

  • Reviewing development proposals for compliance
  • Evaluating zoning amendments or rezonings
  • Designing new zoning codes
  • Assessing barriers to affordable housing

Sources:

Foundation 3: Transit-Oriented Development (TOD)

Core Principles:

  • Concentrate development near transit stations
  • Mixed-use, higher-density development within walk distance (1/4 to 1/2 mile)
  • Pedestrian-friendly design with active ground floors
  • Reduced parking requirements
  • Integration of land use and transportation planning
  • "3V Framework": Node value (transit importance), Place value (station area quality), Market potential

Key Insights:

  • TOD reduces auto dependence and greenhouse gas emissions
  • Increases transit ridership and fare revenue
  • Supports affordable housing through reduced transportation costs
  • Requires supportive zoning and parking policies
  • Equity concerns if TOD causes displacement ("transit-induced gentrification")

Key Thinkers:

  • Peter Calthorpe: Pioneered TOD concept, emphasizing compact walkable development
  • Robert Cervero: Research on TOD effectiveness and travel behavior

When to Apply:

  • Planning around new or existing transit stations
  • Evaluating development proposals near transit
  • Designing station area plans
  • Assessing transportation-land use coordination

Sources:

Foundation 4: New Urbanism and Smart Growth

Core Principles:

  • New Urbanism: Traditional neighborhood design, mixed-use, walkability, architectural diversity, transit, narrow streets
  • Smart Growth: Compact development, infill, transit, preservation of open space, range of housing types
  • Alternatives to suburban sprawl
  • Emphasis on sense of place and community
  • Regional coordination of growth

Key Insights:

  • Sprawl is costly: infrastructure, environmental impacts, social isolation
  • Compact development more fiscally sustainable for municipalities
  • Walkable neighborhoods support health, social connection, local businesses
  • Housing diversity enables economic integration
  • Preserve farmland and natural areas through urban growth boundaries

Key Thinkers:

  • Andres Duany & Elizabeth Plater-Zyberk: New Urbanist architects, designed Seaside FL
  • James Howard Kunstler: Critic of sprawl, author of "Geography of Nowhere"

When to Apply:

  • Designing new neighborhoods or infill projects
  • Evaluating alternatives to conventional suburban development
  • Establishing urban growth boundaries
  • Creating walkable downtowns

Sources:

Foundation 5: Equity Planning and Environmental Justice

Core Principles:

  • Address historical injustices in planning (redlining, urban renewal, highway displacement)
  • Center voices of marginalized communities in planning processes
  • Equitable distribution of benefits and burdens
  • Anti-displacement strategies
  • Environmental justice: fair treatment regardless of race or income
  • Health equity: all communities deserve healthy environments

Key Insights:

  • Past planning decisions created present inequities
  • Gentrification and displacement disproportionately harm communities of color
  • Community benefits agreements can ensure equitable outcomes
  • Participatory planning methods empower residents
  • Housing affordability requires intentional policies (inclusionary zoning, land trusts)

Key Thinkers:

  • Norman Krumholz: Equity planning director in Cleveland, prioritized needs of disadvantaged
  • Robert Bullard: Environmental justice scholar, documented environmental racism

When to Apply:

  • Assessing displacement risks from development or transit
  • Designing inclusive community engagement
  • Evaluating environmental burdens (pollution, hazards)
  • Developing affordable housing strategies

Sources:


Core Analytical Frameworks (Expandable)

Framework 1: Comprehensive Plan Analysis

Definition: "Long-range policy document guiding land use, transportation, housing, economic development, infrastructure, and environmental protection decisions"

Key Components:

  • Land Use Element: Future land use map, density allocations, growth areas
  • Transportation Element: Street network, transit, bike/ped facilities
  • Housing Element: Needs assessment, affordability goals, strategies
  • Economic Development Element: Job creation, business districts, tax base
  • Natural Resources Element: Parks, open space, environmentally sensitive areas
  • Implementation Element: Zoning updates, capital improvements, timelines

Applications:

  • Evaluating consistency of development proposals with adopted plans
  • Identifying areas designated for growth vs. preservation
  • Assessing whether plans balance competing community goals
  • Determining need for plan amendments

Example Analysis:

  • Proposed 200-unit apartment building in area designated "Low Density Residential" in comp plan → Inconsistency requires plan amendment or project redesign
  • Development proposal in designated growth area near transit with mixed-use zoning → Consistent with plan goals

Sources:

Framework 2: Zoning Compliance and Code Evaluation

Definition: "Assessment of development proposals against zoning regulations including permitted uses, dimensional standards, and design requirements"

Key Evaluation Criteria:

  • Permitted Use: Is proposed use allowed by-right, conditional, or prohibited?
  • Dimensional Standards: Setbacks, height limits, lot coverage, FAR (floor-area ratio)
  • Parking Requirements: Minimum (or maximum) parking spaces required
  • Design Standards: Architectural requirements, landscaping, screening, lighting
  • Density: Units per acre (residential) or FAR (commercial)

Common Zoning Tools:

  • Variance: Relief from dimensional standards due to hardship
  • Conditional Use Permit: Additional review for uses requiring special conditions
  • Planned Unit Development (PUD): Flexibility in exchange for amenities
  • Overlay Zones: Additional regulations for specific areas (historic, environmental)

Applications:

  • Determining whether proposal complies with current zoning
  • Identifying what relief (variance, rezoning) is needed
  • Evaluating appropriateness of requested zoning changes
  • Assessing impacts of proposed code amendments

Example Analysis:

  • Retail building in C-1 zone requires 4 spaces per 1,000 sq ft → 10,000 sq ft building needs 40 spaces. Site provides 30 → Variance needed for 10-space shortfall

Sources:

Framework 3: Transportation and Accessibility Analysis

Definition: "Evaluation of how land use patterns and transportation systems interact to provide mobility and access for all users"

Key Metrics:

  • Level of Service (LOS): Traffic flow rating (A-F)
  • Vehicle Miles Traveled (VMT): Total distance driven, sustainability metric
  • Walk Score / Bike Score: Accessibility to destinations by walking or cycling
  • Transit Access: Proximity to transit, frequency of service
  • Complete Streets: Design accommodating all modes (vehicles, transit, bikes, pedestrians)

Analysis Methods:

  • Traffic impact studies for proposed developments
  • Multimodal level of service analysis
  • Pedestrian network connectivity assessments
  • Transit shed analysis (areas within walk distance of stations)
  • Safety audits (crash data, road design)

Applications:

  • Evaluating transportation impacts of developments
  • Prioritizing street improvements and transit investments
  • Assessing walkability and bikeability
  • Designing TOD station areas
  • Evaluating parking policies

Example Analysis:

  • Mixed-use development generates 2,000 daily vehicle trips but located near transit (1/4 mile), high Walk Score (85) → Reduced parking requirement justified, sustainable transportation pattern

Sources:

Framework 4: Environmental and Sustainability Assessment

Definition: "Evaluation of development's environmental impacts and contribution to sustainability goals"

Key Assessment Areas:

  • Climate Impact: Greenhouse gas emissions, energy use, renewable energy
  • Stormwater Management: Impervious surfaces, green infrastructure, water quality
  • Air Quality: Pollution from transportation and buildings
  • Biodiversity: Habitat preservation, tree canopy, green space
  • Resource Efficiency: Water use, waste reduction, sustainable materials
  • Resilience: Flood risk, heat islands, climate adaptation

Planning Tools:

  • LEED for Neighborhood Development (LEED-ND) certification
  • Green infrastructure requirements (bioswales, rain gardens, green roofs)
  • Energy benchmarking and building performance standards
  • Urban tree canopy goals
  • Climate action plans with emissions reduction targets

Applications:

  • Reviewing environmental impact statements
  • Evaluating green building certifications
  • Assessing climate action plan implementation
  • Prioritizing nature-based solutions
  • Evaluating development in floodplains or hazard areas

Example Analysis:

  • Development proposes 3 acres impervious surface, site has stream buffer → Requires stormwater management plan with bioretention, permeable pavement, rain gardens to meet water quality standards

Sources:

Framework 5: Housing Affordability and Anti-Displacement Analysis

Definition: "Assessment of housing costs, availability, and strategies to ensure housing accessible to all income levels"

Key Metrics:

  • Cost Burden: % of income spent on housing (>30% considered burdened)
  • Affordable Housing Gap: Difference between needed and available affordable units
  • Area Median Income (AMI): Reference point for defining affordability levels
  • Displacement Risk: Indicators of gentrification and resident displacement

Affordability Strategies:

  • Inclusionary Zoning: Require or incentivize affordable units in new development
  • Density Bonuses: Allow more units if some are affordable
  • Community Land Trusts: Nonprofit owns land, ensures permanent affordability
  • Accessory Dwelling Units (ADUs): Allow backyard cottages, in-law units
  • Zoning Reform: Eliminate single-family zoning, allow missing middle housing

Displacement Prevention:

  • Rent stabilization or control policies
  • Anti-displacement tax policies (property tax relief)
  • Community preference policies for affordable housing
  • Legal aid and tenant protections
  • Community benefits agreements for large projects

Applications:

  • Assessing housing needs and affordability gaps
  • Evaluating inclusionary zoning policies
  • Identifying displacement risk areas
  • Designing anti-displacement strategies around TOD
  • Reviewing affordable housing development proposals

Example Analysis:

  • Neighborhood median rent increased 45% in 5 years, low-income residents declining 30% → High displacement risk. Strategies: rent stabilization, community land trust acquisitions, legal aid funding

Sources:


Methodological Approaches (Expandable)

Method 1: Comprehensive Planning Process

Purpose: "Create long-range vision and policies guiding community development over 20-30 years"

Approach:

  1. Kickoff and Visioning - Engage community, define values and aspirations
  2. Existing Conditions Analysis - Demographics, land use, housing, transportation, economy, environment
  3. Trends and Projections - Population, employment, land needs forecasts
  4. Goal Setting - Specific, measurable goals for each plan element
how to use urban-planner-analyst

How to use urban-planner-analyst 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 urban-planner-analyst
2

Execute installation command

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

$npx skills add https://github.com/rysweet/amplihack --skill urban-planner-analyst

The skills CLI fetches urban-planner-analyst from GitHub repository rysweet/amplihack 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/urban-planner-analyst

Reload or restart Cursor to activate urban-planner-analyst. Access the skill through slash commands (e.g., /urban-planner-analyst) 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

4.655 reviews
  • Mia White· Dec 28, 2024

    urban-planner-analyst has been reliable in day-to-day use. Documentation quality is above average for community skills.

  • Pratham Ware· Dec 16, 2024

    urban-planner-analyst has been reliable in day-to-day use. Documentation quality is above average for community skills.

  • Hana Shah· Dec 4, 2024

    Solid pick for teams standardizing on skills: urban-planner-analyst is focused, and the summary matches what you get after install.

  • Ama Ndlovu· Nov 23, 2024

    urban-planner-analyst has been reliable in day-to-day use. Documentation quality is above average for community skills.

  • Chinedu Singh· Nov 19, 2024

    Solid pick for teams standardizing on skills: urban-planner-analyst is focused, and the summary matches what you get after install.

  • Sakshi Patil· Nov 7, 2024

    Solid pick for teams standardizing on skills: urban-planner-analyst is focused, and the summary matches what you get after install.

  • Chaitanya Patil· Oct 26, 2024

    We added urban-planner-analyst from the explainx registry; install was straightforward and the SKILL.md answered most questions upfront.

  • Chinedu Tandon· Oct 14, 2024

    Useful defaults in urban-planner-analyst — fewer surprises than typical one-off scripts, and it plays nicely with `npx skills` flows.

  • Isabella Iyer· Oct 14, 2024

    urban-planner-analyst fits our agent workflows well — practical, well scoped, and easy to wire into existing repos.

  • Mia Thomas· Oct 10, 2024

    We added urban-planner-analyst from the explainx registry; install was straightforward and the SKILL.md answered most questions upfront.

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