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@open-science-pillars

Open Science Pillars

AI-assisted open science for earth, planetary, and applied science: Claude Code plugins, steward-signed knowledge, attested computations, and evals.

Open Science Pillars

Skills, signed knowledge and deterministic checks for Earth science, installed as plugins into Claude Code and Claude Cowork. Each capability is procedures an agent can run, facts about data signed by the people who steward it, and checks that emit receipts with no language model in the path. A personal open-source project; not a NASA, JPL, or PO.DAAC product.

Install

Claude Code:

claude plugin marketplace add open-science-pillars/marketplace
claude plugin install ocean-science@open-science-pillars

Claude Cowork: from Customize > Plugins > Add marketplace, add the marketplace by repository, open-science-pillars/marketplace; install the capability you want from it. It is the same plugin, and it brings its dependencies (the foundation and the provider knowledge) with it.

Available: core, ocean-science, nasa-daac-knowledge. Developing: hydrology, land-ice, atmospheric-physics, each with a release you can install. Nine sphere repositories are planned and not installable.

By sphere

A Pillar is a sphere. A domain capability is a discipline inside one; provider knowledge is signed by its stewards and serves every sphere; planned means visible and not installable.

Rendered by build-kit's osp.py sphere-view --into from every repository's .osp/repository.yaml; edit the files, not this block.

Atmosphere

Biosphere

Cryosphere

Geosphere

Hydrosphere

Provider knowledge (signed by its stewards; cuts across spheres)

  • nasa-daac-knowledge (available): Provider knowledge bundles (PO.DAAC, ESDIS, NSIDC, GES DISC, ASDC, OB.DAAC, LP DAAC, ORNL DAAC), signed by their stewards; installed as a dependency of the domain capabilities
  • partner-knowledge (planned): Provider knowledge from non-NASA stewards, signed by them; none engaged yet

Composites (cross-sphere)

  • composites (planned): Cross-sphere composites, each with its own steward, joint knowledge and validation; none yet
Foundation and tooling (serve every sphere)
  • .github (available): Organization profile, issue and pull request templates, governance
  • agent-evals (available): The organization's one benchmark repository; each product's cases, fixtures and results under its own directory (ecco/ first), governed by one charter
  • archive-observatory (available): Data engineers and archive operators: metadata compliance instruments, classified on their own terms rather than by sphere
  • build-kit (available): Maintainers: the development harness, the roadmap and the metadata tooling
  • core (available): The foundation capability every domain capability depends on
  • evals (available): Eval runner, graders, suite manifests and the scoreboard
  • knowledge-template (available): Template: a copy renames repository.name before it validates
  • marketplace (available): The plugin catalog and the canonical documentation
  • plugin-template (available): Template: a copy renames repository.name (and package.yaml) before it validates
  • tutorials (available): Timed walkthroughs and the browser demo

Where to go next

A capability is four kinds of thing: knowledge bundles, skills, deterministic checks and connectors; the glossary defines each of them, and every other term, in plain language.

New here? The tutorials are timed and fresh-install-tested (10, 20, and 30 minute tracks), and the demo folder has a browser-runnable companion. The marketplace README is the catalog: what is available, how to update, and the documentation map. Contributing starts at CONTRIBUTING; who reviews what, and how decisions are taken, is in GOVERNANCE (lazy consensus with owning teams, DCO sign-off on every commit).

Questions: GitHub Discussions on the marketplace repo.

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  2. knowledge-template knowledge-template Public

    A conformant Open Knowledge Format bundle to copy when starting a new knowledge bundle, with one fully annotated example per concept type. OKF v0.2 plus the Open Science Pillars requirements.

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    The plugin catalog for Open Science Pillars, and the home of its canonical documentation. What you install is a capability: skills an agent runs for one discipline of Earth science, the knowledge t…

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  4. core core Public

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  5. tutorials tutorials Public

    Quarto tutorials, templates, and demos for Open Science Pillars: guided first experiences with the plugins and the knowledge they carry.

  6. plugin-template plugin-template Public

    Scaffold for new Open Science Pillars domain plugins: copy it, rename, replace the examples. Skills-only, self-contained, gate workflow included.

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