{
  "ocm": "1",
  "id": "zchboswell-constant-atlas-statistics",
  "kind": "skill",
  "name": "statistics",
  "description": "Read the project statistical contract before changing a score or inference rule. State the null probability space, alternative, selection scope, and assumptions. Test exact toy cases before simulation. Audit dependence and finite-tail resolution. Never call a running score an e-process without its conditional guarantee. Preserve the global error allocation and frozen confirmation configurations. Add a regression test for every repaired inferential failure. Scientific review is required; passing software tests alone is insufficient.",
  "publisher": "zchboswell",
  "version": "1.0.0",
  "capabilities": {
    "domains": [
      "math",
      "coding"
    ],
    "tags": [
      "skill-md",
      "github-agents"
    ],
    "languages": [
      "en"
    ]
  },
  "quality_prior": 0.6,
  "examples": [
    "Read the project statistical contract before changing a score or inference rule. State the null probability space, alternative, selection scope, and assumptions. Test exact toy cases before simulation. Audit dependence and finite-tail resolution. Never call a running score an e-process without its conditional guarantee. Preserve the global error allocation and frozen confirmation configurations. Add a regression test for every repaired inferential failure. Scientific review is required; passing software tests alone is insufficient."
  ],
  "primary": false,
  "metadata": {
    "source": {
      "provider": "github-agents",
      "repository": "https://github.com/zchboswell/constant-atlas",
      "path": "constant_atlas_research_blueprint/constant_atlas_blueprint/nested-instructions/statistics/AGENTS.md",
      "ref": "624bec4255937770fe9e55e70cd2ce2878eb5f78",
      "url": "https://github.com/zchboswell/constant-atlas/blob/624bec4255937770fe9e55e70cd2ce2878eb5f78/constant_atlas_research_blueprint/constant_atlas_blueprint/nested-instructions/statistics/AGENTS.md",
      "key": "zchboswell/constant-atlas/constant_atlas_research_blueprint/constant_atlas_blueprint/nested-instructions/statistics/AGENTS.md"
    }
  },
  "instructions": "# Statistics-specific instructions\nInstall at `src/constant_atlas/statistics/AGENTS.md` after verifying instruction loading.\n\nRead the project statistical contract before changing a score or inference rule.\nState the null probability space, alternative, selection scope, and assumptions.\nTest exact toy cases before simulation. Audit dependence and finite-tail resolution.\nNever call a running score an e-process without its conditional guarantee.\nPreserve the global error allocation and frozen confirmation configurations.\nAdd a regression test for every repaired inferential failure.\nScientific re",
  "cost": {
    "context_tokens": 165
  }
}