OpenLitterMap avatar

OpenLitterMap

Official

@openlittermap · Cork, Ireland

0Followers
|
4Public Repos
|
16Published Skills

Join us and share data

Skills Distribution
DomainData Systems...Geospatial Data Pr.. (40%)Backend Architecture (30%)User Engagement Sy.. (30%)

Agent Skills by OpenLitterMap

Showing 16 vetted skills indexed across 1 GitHub repositories.

OpenLitterMapOpenLitterMap
132

tailwindcss-development

Style applications with Tailwind CSS v3 utility classes.

Official
Intermediate
OpenLitterMapOpenLitterMap
132

mobile-shim

Consolidate v3 mobile API endpoints and enforce v5 CLO tag format.

Official
Advanced
OpenLitterMapOpenLitterMap
132

achievements-system

Evaluate uploads, streaks, and per-tag counts against seeded thresholds.

Official
Advanced
OpenLitterMapOpenLitterMap
132

profile-system

Automate user profile management, privacy toggles, and account deletion with Redis cleanup.

Official
Advanced
OpenLitterMapOpenLitterMap
132

testing-patterns

Document PHPUnit-based Laravel testing workflows including factories and auth guards.

Official
Advanced
OpenLitterMapOpenLitterMap
132

teams-safeguarding

Enforce private-by-default photo visibility with teacher approval for school teams.

Official
Advanced
OpenLitterMapOpenLitterMap
132

api-endpoints

Document REST API routes and auth guards for SPA and mobile clients.

Official
Advanced
OpenLitterMapOpenLitterMap
132

leaderboard-system

Combine Redis ZSETs with MySQL metrics for scoped leaderboard pagination and privacy-aware rows.

Official
Advanced
OpenLitterMapOpenLitterMap
132

location-system

Resolve geographic coordinates into country, state, and city entities via geocoding.

Official
Advanced
OpenLitterMapOpenLitterMap
132

tagging-system

Organize and normalize litter-tag data across photos with categories, objects, materials, and brands.

Official
Advanced
OpenLitterMapOpenLitterMap
132

metrics-pipeline

Coordinate photo metrics updates across MySQL and Redis with single-writer processing.

Official
Advanced
OpenLitterMapOpenLitterMap
132

olm-architecture

Enforce OpenLitterMap v5 backend architecture rules for controllers, services, and Redis.

Official
Advanced
OpenLitterMapOpenLitterMap
132

photo-pipeline

Orchestrate OpenLitterMap photo uploads through tagging, verification, and XP generation.

Official
Advanced
OpenLitterMapOpenLitterMap
132

clustering-system

Group geotagged photos into hierarchical map clusters across zoom levels.

Official
Advanced
OpenLitterMapOpenLitterMap
132

admin-system

Automate admin photo review, tag management, and moderation in Laravel.

Official
Advanced
OpenLitterMapOpenLitterMap
132

v5-migration

Migrate v4 category-based tags to v5 PhotoTags in batched, idempotent runs.

Official
Advanced

Frequently Asked Questions About OpenLitterMap

FAQPage Schema
What specific tasks does OpenLitterMap enable for environmental researchers?

OpenLitterMap enables the collection, normalization, and geospatial analysis of environmental waste data. Users can categorize litter by material, brand, and object type, while the platform handles geographic coordinate resolution and hierarchical map clustering to visualize pollution density across specific regions, cities, and countries.

Which technical personas benefit from the OpenLitterMap architecture?

Full-stack developers and geospatial engineers benefit from the platform's structured Laravel backend and Redis-backed metrics systems. The architecture provides established patterns for photo upload pipelines, RESTful route management, and idempotent data migration, making it suitable for those building large-scale, community-driven environmental monitoring platforms.

What are the primary dependencies for running the OpenLitterMap backend?

The platform requires a PHP environment configured for Laravel, a MySQL database for persistent storage, and a Redis instance for handling leaderboard ZSETs and metrics processing. Developers must also implement the v5 architecture standards for controllers and services to ensure compatibility with the existing photo tagging and verification logic.