SkillsLib.ai

GIS Spatial Analysis & Cartographic Automation

Automate GIS analysis documentation and generate production-ready map specifications

4.4(31 reviews)
100+ downloads
Updated Oct 2026
Verified SafeSecurity VerifiedThis skill was analyzed by our AI security scanner for harmful content including data exfiltration, system manipulation, credential theft, and prompt injection. No threats were detected.

What You Can Do

You can feed Claude raw GIS data outputs, analysis results, and project requirements to automatically generate production-ready map specifications, layer documentation, and technical reports. Claude interprets complex spatial datasets, identifies patterns and inconsistencies, and translates client requirements into detailed cartographic guidelines—eliminating manual documentation work and ensuring consistency across your mapping projects.

Features

Parse and interpret raw GIS data outputs, coordinate systems, and attribute tables without manual transcription
Generate metadata standards compliant documentation (ISO 19115, FGDC) for spatial datasets
Create detailed layer specifications and symbology guidelines for cartographic teams
Identify logical inconsistencies, data gaps, and quality issues in spatial analysis results
Convert between coordinate reference systems and generate projection requirement summaries
Draft technical reports and spatial analysis narratives from methodology notes and findings
Develop cartographic standards and symbol library documentation for organizational consistency
Translate client requirements and stakeholder feedback into actionable map specifications

Example Output

Example 1: Layer Specification Generation

Input: "I've completed a land-use reclassification analysis in QGIS with 7 classes. Need specs for the cartographic team."

Output:

code
## Land Use Classification Layer Specification

**Data Source:** NLCD 2021 Reclassified (EPSG:3857)
**Layer Type:** Vector Polygon

| Class | Color | Stroke | Pattern | Label Size |
|-------|-------|--------|---------|------------|
| Urban Developed | #E31A1C | 0.5px | Solid | 10pt Bold |
| Agricultural | #A6D96A | 0.5px | Crosshatch | 9pt Regular |
| Forest Cover | #1A9850 | 0.5px | Solid | 9pt Regular |

Example 2: Data Quality Report

Input: "Here's my attribute table with 15,000 parcel records. Some geometries don't align with the basemap."

Output:

  • ✓ 14,847 valid geometries (98.9%)
  • ⚠ 153 self-intersecting polygons (1.1%) — recommend topology repair
  • ⚠ 28 records missing zoning classification — flag for field verification
  • ✓ CRS verified: EPSG:2230 (NAD83 / California zone 3)

Example 3: Map Specification from Requirements

Input: "Client wants a 3-color choropleth for median household income by census tract, with emphasis on low-income areas."

Output: Quantile/natural breaks analysis recommendation, specific color scheme with accessibility contrast ratios, annotation placement guidelines, and legend layout specifications.

What's Included

  • SKILL.md instruction file with GIS-specific prompting templates:
  • Data Interpretation Framework: prompts for parsing vector/raster outputs and identifying spatial patterns
  • Map Specification Template: production-ready format for layer documentation, symbology, and cartographic standards
  • GIS Metadata Checklist: ISO 19115 and FGDC compliance guidelines
  • Technical Report Writing Guide: structure for spatial analysis findings and methodology documentation

Who It's For

  • Cartographers — streamline specification writing and documentation workflows
  • GIS Analysts — accelerate data interpretation and technical reporting
  • Urban Planners — generate planning documentation and spatial analysis summaries
  • Environmental Scientists — automate metadata and analysis documentation
  • Government GIS Coordinators — ensure standards compliance and consistency across departments

Best For

  • Generating production-ready map specifications for cartographic teams
  • Writing metadata and technical documentation for spatial datasets
  • Interpreting complex analysis results and identifying spatial patterns
  • Quality assurance and data consistency checking
  • Creating cartographic standards and symbology guidelines

You might also like

Zoning Violation Analysis & Enforcement Order Generation
$35
Zoning Violation Analysis & Enforcement Order Generation

Transform violation complaints and site inspection data into standardized, defensible enforcement documentation. You can rapidly assess violation severity, establish reasonable remediation timelines, prioritize enforcement actions across multiple violations, and generate compliance agreements that protect jurisdictional authority. The skill structures your analysis to create documentation suitable for both negotiated compliance and formal enforcement proceedings.

Vector-Raster Analysis Workflow Design & Validation
$30
Vector-Raster Analysis Workflow Design & Validation

You can systematically design spatial analysis workflows that integrate vector data (zoning boundaries, infrastructure networks, parcel geometries) with raster datasets (elevation models, land use classifications, accessibility surfaces). The skill provides validation protocols to identify data resolution conflicts, projection misalignments, overlay logic errors, and output specification issues before analysis execution. You'll communicate complete analysis specifications to technical teams and stakeholders with confidence that the workflow methodology is sound.

Land Use Compatibility Analysis for Urban Planners
$45
Land Use3.9(35)
Land Use Compatibility Analysis for Urban Planners

You can conduct comprehensive land use compatibility assessments that identify vertical and horizontal conflicts between proposed developments and surrounding uses. The skill helps you evaluate zoning compliance, assess adjacency impacts, document regulatory alignment, and develop evidence-based mitigation strategies that withstand planning commission and city council scrutiny.

Corridor Multimodal Capacity Analysis
$40
Corridor4.0(31)
Corridor Multimodal Capacity Analysis

Conduct rigorous corridor-level capacity assessments that balance competing modal demands within constrained right-of-way. You analyze existing conditions across all transportation modes, identify true capacity constraints versus perceived limitations, and generate defensible recommendations for modal reallocation—all grounded in traffic engineering principles, transit operations data, and urban design standards. This skill moves beyond single-mode optimization to deliver integrated corridor function recommendations that stakeholders can act upon.

Variance Analysis & Justification Generator
$50
Variance3.9(33)
Variance Analysis & Justification Generator

This skill structures the variance analysis process to ensure consistency, reduce bias, and create audit trails that justify approvals or denials based on established legal standards. You'll generate comprehensive reports that document substantial difficulty claims, unique circumstances, hardship justifications, and condition frameworks that withstand administrative review and potential legal challenge.

Conditional Use Permit Analyzer
$30
Conditional Use Permit Analyzer

This skill structures your conditional use permit analysis to ensure legally defensible findings and consistent decision-making across your jurisdiction. You'll evaluate applications against specific approval criteria, identify required mitigations and conditions with justifiable nexus to impacts, and generate comprehensive staff reports that document your discretionary reasoning and withstand appeals.

Spatial Database Query Optimization for GIS Analysis
$40
Database4.1(34)
Spatial Database Query Optimization for GIS Analysis

You can identify slow spatial queries, analyze PostGIS execution plans, design optimal spatial indexes (GIST, BRIN, SP-GIST), and restructure database schemas for efficient land use analysis, zoning verification, and infrastructure mapping. This skill helps you troubleshoot why intersection queries timeout, optimize buffer operations on large feature classes, and accelerate web mapping service delivery without requiring application code changes.

Nautical & Aeronautical Chart Analysis and Verification
$40
Nautical & Aeronautical Chart Analysis and Verification

You can review and verify nautical and aeronautical chart proofs, validate spatial data accuracy against source materials, analyze symbol placement for standards compliance, and identify cartographic errors before publication. The skill provides structured analysis frameworks to catch discrepancies between chart layers, interpret complex features like traffic separation schemes and airspace boundaries, and document quality assurance findings for correction tracking.

$30.00