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🌊 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.

Why an umbrella

marola started as one repo. By September 2026 that one tree forced one build on everything: a CSS change to the map waited on a Scala compile, and parallel agent sessions needed 30+ worktrees to stay out of each other's way. Splitting into separate repos fixes the builds but loses what the single repo did best: an agent could see the whole project at once.

The umbrella keeps both. marola holds no code, only the team layer (plans, rules, the phase list, the docs site) and every other repo as a git submodule. Clone it with --recurse-submodules and the whole project is one directory again, with the shared rules at the root and each repo's own rules inside it. Each repo still builds, tests and releases alone, and talks to the others only through versioned artifacts it pins.

The idea is an old one: a "meta-repo" that pins many repos into one workspace, as Android's repo manifest does. marola adopted it in MIP-0070 (2026-09-30), which also lists the alternatives it turned down.

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
marola-skills The catalogue of every Claude Code skill and subagent across the repos
marola-agents The inventory of every agent marola uses or plans
marola-research Science

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 16 5

Repositories

Showing 10 of 14 repositories
  • marola-site Public

    marola.dev frontend

    marola-dev/marola-site's past year of commit activity
    JavaScript 1 MIT 3 45 (3 issues need help) 10 Updated Oct 11, 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 14 0 Updated Oct 11, 2026
  • marola Public

    ocean intelligence layer

    marola-dev/marola's past year of commit activity
    Python 16 MIT 5 55 (2 issues need help) 13 Updated Oct 11, 2026
  • 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 33 (1 issue needs help) 2 Updated Oct 11, 2026
  • marola-skills Public

    marola way of coding

    marola-dev/marola-skills's past year of commit activity
    Python 1 MIT 1 2 0 Updated Oct 11, 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 10, 2026
  • marola-agents Public

    marola way of living

    marola-dev/marola-agents's past year of commit activity
    1 MIT 1 0 0 Updated Oct 10, 2026
  • marola-research Public

    [S]cience

    marola-dev/marola-research's past year of commit activity
    1 MIT 1 1 0 Updated Oct 10, 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 2 1 Updated Oct 10, 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 19 6 Updated Oct 10, 2026

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