Skip to content
Skillv1.0.0

math

tests for the math module (population genetics, Bayesian, decision theory…). Files (verified 2026-09-05): 28 test modules + `__init__.py`, covering population genetics (coalescent, demography, effecti

by docxology(0) 0 installs
Free
Sign in to install

Free account. Installing gives you the manifest plus copy-paste snippets.

See reviews

About

Imported from docxology/MetaInformAnt (tests/math/AGENTS.md). Install upstream with npx skills add docxology/MetaInformAnt --skill math. Copyright stays with the author.

AGENTS.md — MetaInformAnt/tests/math/

tests for the math module (population genetics, Bayesian, decision theory…). Files (verified 2026-09-05): 28 test modules + __init__.py, covering population genetics (coalescent, demography, effective size, Fst, LD, selection, statistics, popgen shim), core utilities, Bayesian inference, decision theory, epidemiology, evolutionary dynamics, perception, and quantitative genetics.

Conventions

  • Real implementations with small deterministic data; the lexical no-mocks gate applies (no MagicMock/unittest.mock).
  • Run: env -u VIRTUAL_ENV .venv/bin/python -m pytest -q tests/math -p no:cacheprovider (verified 2026-09-05: 274 passed pre-review). Repo-wide policy: see the repository-root AGENTS.md.

Use it

Copy one of these into your project. Installing also returns the manifest and these snippets.

yaml
targets:
  - https://api.opensmartroute.ai/api/v1/registry/docxology-metainformant-math/manifest   # or paste the manifest below

Manifest

An Open Capability Manifest: the router reads it to know what this does, what it costs and when to pick it.

docxology-metainformant-math.ocm.jsonjson
{
  "ocm": "1",
  "id": "docxology-metainformant-math",
  "kind": "skill",
  "name": "math",
  "description": "tests for the math module (population genetics, Bayesian, decision theory…). Files (verified 2026-09-05): 28 test modules + `__init__.py`, covering population genetics (coalescent, demography, effective size, Fst, LD, selection, statistics, popgen shim), core utilities, Bayesian inference, decision theory, epidemiology, evolutionary dynamics, perception, and quantitative genetics.",
  "publisher": "docxology",
  "version": "1.0.0",
  "capabilities": {
    "domains": [
      "coding",
      "math"
    ],
    "tags": [
      "skill-md",
      "github-agents"
    ],
    "languages": [
      "en"
    ]
  },
  "quality_prior": 0.6,
  "examples": [
    "tests for the math module (population genetics, Bayesian, decision theory…). Files (verified 2026-09-05): 28 test modules + `__init__.py`, covering population genetics (coalescent, demography, effective size, Fst, LD, selection, statistics, popgen shim), core utilities, Bayesian inference, decision theory, epidemiology, evolutionary dynamics, perception, and quantitative genetics."
  ],
  "primary": false,
  "metadata": {
    "source": {
      "provider": "github-agents",
      "repository": "https://github.com/docxology/MetaInformAnt",
      "path": "tests/math/AGENTS.md",
      "ref": "524660cd2c21f84c04fd32700cb6e6a9c2a35a86",
      "url": "https://github.com/docxology/MetaInformAnt/blob/524660cd2c21f84c04fd32700cb6e6a9c2a35a86/tests/math/AGENTS.md",
      "key": "docxology/MetaInformAnt/tests/math/AGENTS.md"
    }
  },
  "instructions": "# AGENTS.md — `MetaInformAnt/tests/math/`\n\ntests for the math module (population genetics, Bayesian, decision theory…).\nFiles (verified 2026-09-05): 28 test modules + `__init__.py`, covering population genetics (coalescent, demography, effective size, Fst, LD, selection, statistics, popgen shim), core utilities, Bayesian inference, decision theory, epidemiology, evolutionary dynamics, perception, and quantitative genetics.\n\n\n## Conventions\n- Real implementations with small deterministic data; the lexical no-mocks gate\n  applies (no `MagicMock`/`unittest.mock`).\n- Run: `env -u VIRTUAL_ENV .venv",
  "cost": {
    "context_tokens": 189
  }
}

Fetch it by URL: GET /api/v1/registry/docxology-metainformant-math/manifest?version=1.0.0

Reviews

Star ratings from people who tried it. One review per account; edit yours any time.

No reviews yet. Install it, try it, and be the first to rate it.