# Gis Platform Engineering

> Use when implementing GIS maps, spatial data services, maps integrations, geocoding, spatial APIs, or PostGIS-backed geospatial platforms. Load absorbed GIS mapping, maps integration, and PostGIS backend references as needed.

- Skill: `peterbamuhigire/gis-platform-engineering` (Agent Skill, multi-file: 4 files)
- Install (CLI): `npx skillmds@latest add peterbamuhigire/gis-platform-engineering`
- Raw SKILL.md: https://api.skillmd.com/api/skills/peterbamuhigire/gis-platform-engineering/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Integrations & APIs
- Author: peterbamuhigire (https://skillmd.com/u/peterbamuhigire)
- Updated: 2026-09-10
- Page: https://skillmd.com/skills/peterbamuhigire/gis-platform-engineering

---


# GIS Platform Engineering
Acknowledgement: Shared by Peter Bamuhigire, techguypeter.com, +256 784 464178.

Use this parent skill as the active GIS implementation entrypoint. Keep enterprise concepts in `gis-enterprise-domain`; use this skill for build, integration, and platform engineering.

<!-- dual-compat-start -->
## Use When

- Building GIS map interfaces, layers, spatial search, geocoding flows, route displays, or geospatial APIs.
- Integrating third-party map providers, tile services, location capture, or spatial analytics.
- Designing PostGIS-backed storage, indexes, queries, and backend services for geospatial products.

## Do Not Use When

- The task is unrelated to this parent skill or is better handled by a narrower active parent named in the workflow.
- The request only needs a trivial answer and no reference module needs to be loaded.

## Required Inputs

| Artifact | Produced by | Required? | Why |
|---|---|---|---|
| System, users, spatial workflows, and constraints | Product or architecture brief | required | Defines map, API, and data requirements |
| Dataset inventory with CRS, accuracy, and ownership | Data owner | required | Prevents invalid transformations and false precision |
## Workflow

1. Load `gis-enterprise-domain` for domain boundaries, organisational concepts, and GIS vocabulary.
2. Load the needed implementation reference:
   - `references/gis-mapping.md` for map UI, layers, markers, controls, and interaction.
   - `references/gis-maps-integration.md` for map providers, geocoding, routing, and external integrations.
   - `references/gis-postgis-backend.md` for PostGIS schema, indexing, spatial SQL, and backend patterns.
3. Pair with `database-design-engineering`, `postgresql-engineering`, `api-design-first`, and frontend skills when the GIS work crosses those boundaries.

## Quality Standards

- Treat coordinate reference systems, precision, privacy, and offline/low-bandwidth constraints as first-class design inputs.
- Make spatial indexes, query shape, geometry validity, and API payload size explicit for backend work.
- Keep map UI usable for inspection, comparison, filtering, and task completion, not only visual display.

## Anti-Patterns

- Treating references as active skills. Fix: route here and load only the matched reference.
- Loading every migrated reference. Fix: select mapping, integration, or PostGIS depth from the deliverable.
- Ignoring CRS or axis order. Fix: record source and target SRID and test a known coordinate.
- Running spatial predicates without suitable indexes. Fix: inspect query plans and add the appropriate index.
- Returning unbounded geometries. Fix: filter by viewport, simplify for zoom, and cap payloads.
## Outputs

- GIS implementation plan, map UI spec, spatial API/schema, integration notes, or PostGIS review.

## References

- Load only the references/<old-skill>.md files named in the workflow when their depth is required.
<!-- dual-compat-end -->

## Decision rules

| Condition | Choice | Failure avoided |
|---|---|---|
| Distance and area must be accurate | Use geography or a suitable projected CRS | Misleading measurements |
| Client needs only the current viewport | Query by bounding box and zoom-dependent detail | Oversized payloads |
| Provider integration is replaceable | Put it behind an application adapter | Vendor lock-in |

## Capability contract

Read and search schema, sample data, API, and map client first. Edit only when authorised; execute geometry-validity, CRS, query-plan, API, and map checks when available.

## Degraded mode

If datasets, database execution, or a rendered map are unavailable, return a read-only design and mark query performance, geometry validity, provider behaviour, and visual interaction as unverified.