Skip to content

🌊 marola

A friendly guide to the sea near you: which beach is good for swimming today, and the best hour tomorrow. It is built from public data, in the open, as citizen science, and it says "no data" when it does not know.

marola.dev: the live map (Florianópolis, Rio de Janeiro, Salvador) · docs.marola.dev: using and building marola

Why

  • Open and non-profit. Much of Brazil's ocean data sits with private holders, and nobody can forecast water quality, climate disasters or environmental accidents without it. A non-profit that promises to share everything can ask for that data; one more company could not.
  • Water quality first. Sanitation in Brazil is far from solved, so marola starts with the question "can I go in this water?". A national bathing-water ranking is under discussion.
  • A water super app. One place that hands you the answer, not the tools: what Sequoia calls services as software.
  • Open source, for the long term. With AI, code is no longer the secret. Brazil needs projects that outlive the people and the governments that started them.
  • Partners, not money. We welcome storage, GPU time or data from companies, credited discreetly on the site. No ads, no tracking.

How it is built

One project, many small repos: a distributed monolith. A shared plan and rules let AI agents see the whole picture, while each repo keeps its own tests and releases and pins the others' published versions instead of reading their code.

How marola's repositories depend on each other

Repo What it holds
marola The umbrella: plans (MIPs), rules, the docs site, every repo as a submodule
marola-app The product: Scala 3 + Kyo, the score and safety veto, the CLI and MCP server
marola-site The map at marola.dev
marola-oods The Open Ocean Data Store: an open archive of beaches and water quality
marola-corpus The sourced ocean knowledge marola answers from
marola-ml Prompt compilation, the marola-sea fine-tune, the benchmark gate
marola-devkit Shared dev tooling, hooks, workflows and the Claude Code plugin

Help out: use the map and tell us when it is wrong, or open an issue in Portuguese or English. More in Contributing.

Pinned Loading

  1. marola marola Public

    ocean intelligence layer

    Python 14 5

Repositories

Showing 10 of 13 repositories
  • marola-devkit Public

    dev-flow harness for the marola repos: scripts, a Claude Code plugin marketplace and reusable workflows

    marola-dev/marola-devkit's past year of commit activity
    Shell 1 MIT 1 20 3 Updated Oct 7, 2026
  • marola-site Public

    marola.dev frontend

    marola-dev/marola-site's past year of commit activity
    JavaScript 1 MIT 2 32 6 Updated Oct 7, 2026
  • agent-skills Public

    good skills by marola contributors

    marola-dev/agent-skills's past year of commit activity
    Python 1 MIT 1 1 0 Updated Oct 7, 2026
  • marola Public

    ocean intelligence layer

    marola-dev/marola's past year of commit activity
    Python 14 MIT 4 42 (1 issue needs help) 13 Updated Oct 7, 2026
  • marola-oods Public

    marola's open ocean data store: Brazilian bathing-water data as versioned files (MIP-0056), empty until the ingest lands

    marola-dev/marola-oods's past year of commit activity
    Shell 1 MIT 1 17 4 Updated Oct 7, 2026
  • .github Public

    Org-wide defaults for marola-dev: community health files and the org profile

    marola-dev/.github's past year of commit activity
    1 0 0 0 Updated Oct 7, 2026
  • marola-app Public

    marola backend

    marola-dev/marola-app's past year of commit activity
    Scala 1 MIT 1 17 (2 issues need help) 21 Updated Oct 6, 2026
  • marola-corpus Public

    marola's knowledge corpus: sourced ocean and marine-safety notes, released as a pinned tarball

    marola-dev/marola-corpus's past year of commit activity
    Shell 1 MIT 1 1 0 Updated Oct 6, 2026
  • marola-ml Public

    marola's ML side: the fine-tune, the DSPy prompt compile, the local model image and the benchmark gate

    marola-dev/marola-ml's past year of commit activity
    Python 1 MIT 1 7 0 Updated Oct 6, 2026
  • scratch-notify Public

    Throwaway: live test for marola-devkit#32 (MIP-0076 T3). Delete after.

    marola-dev/scratch-notify's past year of commit activity
    0 0 0 0 Updated Oct 5, 2026

People

This organization has no public members. You must be a member to see who’s a part of this organization.