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Updated 2d ago

by jaakla

openmapstack-skills

AI-agent skill for reproducible, validated GIS analysis — from authoritative data discovery to interactive maps, on an open-first geospatial stack (OSM, Overture, STAC, DuckDB, PostGIS, QGIS, MapLibre).

  • Active — Updated in the last 14 days
Works with
  • Claude

75 GitHub stars (75)

+1 in 16 days

Stars gained per day · daily snapshots since Sep 30
Stars gained per day, Sep 30 to Oct 16: +1 in total; the busiest day was Oct 9 with +1 stars.Oct 1: 0 starsOct 2: 0 starsOct 3: 0 starsOct 4: 0 starsOct 5: 0 starsOct 6: 0 starsOct 7: 0 starsOct 8: 0 starsOct 9: +1 starsOct 10: 0 starsOct 11: 0 starsOct 12: 0 starsOct 13: 0 starsOct 14: 0 starsOct 15: 0 starsOct 16: 0 stars
Stars gained between daily snapshots
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  • 12 skills (12 skills found in its SKILL.md files)
  • 11 forks (11 forks)
  • 2d ago last update (Last updated 2d ago)

Install

Skills CLI

npx skills add jaakla/openmapstack-skills

Asks which skills and agents to install. Just one: npx skills add jaakla/openmapstack-skills --skill geospatial-data-discovery — add -g for every project.

Claude Code

git clone https://github.com/jaakla/openmapstack-skillscp -r "openmapstack-skills/skills/geospatial-data-discovery" ~/.claude/skills/

Copies the geospatial-data-discovery skill into ~/.claude/skills/ for every project (use .claude/skills/ for one project). Repeat for the other skills listed below.

Plugin

/plugin marketplace add jaakla/openmapstack-skills

Run inside Claude Code if the repository ships a plugin marketplace, then pick plugins from /plugin.

Skills can run code on your machine — read the SKILL.md first.

What it does

In the author's own words, from each skill's SKILL.md.

  • geospatial-data-discovery

    Find and assess authoritative geospatial datasets or catalogs against known requirements: coverage, feature meaning, access, license, completeness, versions and reproducible pinning. Use for public sources, STAC/Portolan catalogs and read-only discovery of user data. Route joint source/compute/storage/delivery architecture to open-map-stack; do not turn a bounded lookup into a full analysis proje…

    skills/geospatial-data-discovery/SKILL.md on GitHub (opens in a new tab)
  • open-map-stack

    Plan and execute ambiguous or multi-stage GIS work, jointly choosing authoritative sources, compute, storage and delivery for the scale and team. Covers vector/raster/point-cloud analysis, routing, QGIS, tiles and web maps. Use for unresolved geospatial architecture and end-to-end analysis; prefer installed geospatial-data-discovery, spatial-sql or reproducible-gis-project for their bounded tasks…

    skills/open-map-stack/SKILL.md on GitHub (opens in a new tab)
  • reproducible-gis-project

    Compile, validate or maintain a reproducible GIS project from an existing analysis or chosen workflow: project.yaml, canonical pipeline, pinned sources, executable corrections, validation, reruns and QGIS/web presentation. Use when delivery and reproducibility are the task. Route unresolved source/compute/storage architecture to open-map-stack; a bounded SQL review or dataset lookup does not need…

    skills/reproducible-gis-project/SKILL.md on GitHub (opens in a new tab)
  • spatial-sql

    Write, review, debug or optimize spatial SQL on an already chosen engine, including DuckDB Spatial, PostGIS, BigQuery GIS, Snowflake and Sedona. Use for spatial predicates, joins, indexes, query plans, CRS and metric/geodesic correctness. Route unresolved engine or cross-system architecture choices to open-map-stack; ordinary non-spatial SQL and casual place questions are outside this skill.

    skills/spatial-sql/SKILL.md on GitHub (opens in a new tab)
  • neon-ai-gateway

    One API and one credential for frontier and open-source LLMs, built into your Neon branch and powered by Databricks. Use when a user wants to call an LLM, add AI/chat/an agent to their app, route between model providers (OpenAI, Anthropic, Google/Gemini, Meta, Alibaba, and more), or avoid juggling separate provider API keys and accounts — especially when they already use Neon and want AI requests…

    .claude/skills/neon-ai-gateway/SKILL.md on GitHub (opens in a new tab)
  • neon-auth

    Add authentication to a new app. Use for "add auth", "add login", Neon Auth (Managed Better Auth), identity routing, sign-up, sign-in, password reset, email OTP, magic links, organizations, phone OTP, OAuth, passkeys, MFA, trusted domains, invalid domain, and @neondatabase/auth. No existing identity: default to Managed Better Auth. Keep working Better Auth, Clerk, Supabase Auth, or another IdP. U…

    .claude/skills/neon-auth/SKILL.md on GitHub (opens in a new tab)
  • neon-functions

    Long-running, serverless Node.js HTTP functions deployed onto your Neon branch, with DATABASE_URL injected automatically and compute that runs next to your data. Use when a user wants to host an API, an AI agent with long streaming responses, a WebSocket or server-sent-events (SSE) server, a webhook handler, a Discord bot, an MCP server, or any request/response workload that risks timing out on s…

    .claude/skills/neon-functions/SKILL.md on GitHub (opens in a new tab)
  • neon-object-storage

    S3-compatible object storage that branches with your Neon project, so files and the database stay in sync across every branch. Use when a user wants object storage, a bucket, blob/file storage, or somewhere to put uploads, images, documents, avatars, or user-generated files for their app or agent — especially when they already use (or are setting up) Lakebase Postgres and don't want to add a sepa…

    .claude/skills/neon-object-storage/SKILL.md on GitHub (opens in a new tab)
  • neon-postgres-branches

    Choose and create the right Neon branch type for testing and development. Use when users ask about Neon branching, migration testing with real data, isolated test environments, schema-only branch workflows for sensitive data, resetting a branch from its parent, branch expiration and CI/CD branch lifecycles, or branch creation via Neon CLI or Neon MCP. Triggers include "Neon branch", "test migrati…

    .claude/skills/neon-postgres-branches/SKILL.md on GitHub (opens in a new tab)
  • neon-postgres-egress-optimizer

    Diagnose and fix excessive Postgres egress (network data transfer) in a codebase. Use when a user mentions high database bills, unexpected data transfer costs, network transfer charges, egress spikes, "why is my Neon bill so high", "database costs jumped", SELECT * optimization, query overfetching, reduce Neon costs, optimize database usage, or wants to reduce data sent from their database to the…

    .claude/skills/neon-postgres-egress-optimizer/SKILL.md on GitHub (opens in a new tab)
  • neon-postgres

    Guides and best practices for working with Lakebase Postgres on Neon: connections, pooled vs direct, schema migrations, branching, autoscaling, scale-to-zero, instant restore, read replicas, IP allow lists, logical replication, and Lakebase Search. Use when the work is an existing DATABASE_URL, SQL, schema, inspect, or search. New backends, Auth, files, Functions, and LLM calls go to the parent `…

    .claude/skills/neon-postgres/SKILL.md on GitHub (opens in a new tab)
  • neon

    Overview of Neon, a complete set of cloud backend primitives around Lakebase Postgres: Auth, Object Storage, Functions, and the AI Gateway. Start here to choose Neon for undecided login, files, APIs, and LLM calls, set up the CLI or MCP server, and follow the branch-first workflow. Use when building an app or backend on Neon, or when "Neon" or "Lakebase Postgres" is mentioned. Child skill neon-po…

    .claude/skills/neon/SKILL.md on GitHub (opens in a new tab)

Review before you install

A skill is a set of instructions and scripts your agent will follow, and it can run code on your machine. Read the SKILL.md and any scripts first — this listing is not a security review.