Search & Filter
Find records by name or attributes, filter categories and numeric ranges, sort results, and inspect feature details.
AN AGENT SKILL FOR MAP DELIVERY
Spatial data in. Map product out.
Turn existing spatial data into searchable, filterable, layer-aware interactive maps, save key views for presentation, and export report or publication figures from the same visual plan.
Search & filterLayer controlSaved ViewsPortable HTML
CORE PRODUCT CAPABILITIES
Explore, focus, and present spatial data through one interactive map.
The interface stays map-first: find objects, switch spatial context, save important positions, and hand off one portable deliverable.
Layer Control
Move between a neutral overview and layer-focused exploration while controlling visibility, legends, and basemaps independently.
Saved Views
Save up to eight named center-and-zoom views in the browser and jump back to key sites during exploration and presentation.
Portable Delivery
Deliver a self-contained HTML map and generate slide or publication figures from the same visual plan.
TWO MAP PRODUCTS · REAL GENERATED HTML
Choose the interaction model that matches the task.
Both demos are generated by the repository engine from fixed NYC Open Data snapshots and embedded directly as current product outputs.
MAP + LIST
Open live map ↗
Lower Manhattan parcel explorer
Search, filter, sort, compare KPI summaries, and inspect individual records through linked list and map interactions.
MULTILAYER
Open live map ↗
Downtown Brooklyn mobility context
Start from Overview, focus a searchable layer, control visibility independently, inspect context, and save key map views for presentation.
EXPLORE → FOCUS → PRESENT
Move from the whole map to the places that matter.
Saved Views connects broad exploration, site inspection, and presentation: explore the whole map, inspect a site in context, then return to that exact position while presenting.
EXPLORE
See the whole picture
Search records, switch layers, filter the current dataset, and understand the overall spatial pattern.
FOCUS
Inspect one place in context
Zoom to a site, compare nearby layers, and keep the map as the primary surface for understanding spatial context.
PRESENT
Return to key views
Save named center-and-zoom positions, jump back to Overview or a site, and keep the presentation flow moving.
BUILT FOR RELIABLE HANDOFF
The product experience sits on an auditable build path.
The Agent interprets intent and confirms build-critical choices; MapSpec records the contract; the deterministic engine handles data, rendering, browser checks, and delivery verification.
Inspect
Discover layers, geometry, CRS, field roles, and blocking issues.
Confirm
Confirm the build-critical details that remain unresolved after inspection.
Resolve
Apply geometry-aware, density-aware visual defaults while preserving explicit choices.
Build
Create the self-contained Leaflet map and requested report figures.
Verify
Exercise browser behavior, counts, hashes, provenance, and the final delivery manifest.
$ interactive-map-builder inspect data.geojson
✓ CRS · fields · geometry
$ interactive-map-builder build --spec map_spec.json --out dist
✓ map.html · build report · delivery manifest
$ interactive-map-builder verify --dist dist
✓ browser-ready deliverable
✓ CRS · fields · geometry
$ interactive-map-builder build --spec map_spec.json --out dist
✓ map.html · build report · delivery manifest
$ interactive-map-builder verify --dist dist
✓ browser-ready deliverable
Try the product, then inspect the implementation.
Open either live map to experience the current product surface, or go to GitHub for the Agent Skill, MapSpec contract, tests, and release history.