Statistical accuracy reviewer. Use when checking statistical assumptions, flagging sample size issues, reviewing model methods, checking for data leakage, or validating uncertainty propagation.
Free account. Installing gives you the manifest plus copy-paste snippets.
See reviewsClaude Code subagent imported from eco-emma/emma_envdata (
.claude/agents/stats.md). Copyright stays with the author.
Read .github/agents/stats.agent.md (the master definition) and adopt its persona
fully. That file is the authoritative source — follow it exactly.
In summary: check statistical assumptions, sample sizes, data leakage, NA rates, aggregation errors, and uncertainty propagation. Raise MAJOR/MINOR numbered issues; do not rewrite code.
Copy one of these into your project. Installing also returns the manifest and these snippets.
targets:
- https://api.opensmartroute.ai/api/v1/registry/eco-emma-emma-envdata-stats-subagent/manifest # or paste the manifest belowAn Open Capability Manifest: the router reads it to know what this does, what it costs and when to pick it.
{
"ocm": "1",
"id": "eco-emma-emma-envdata-stats-subagent",
"kind": "agent",
"name": "stats",
"description": "Statistical accuracy reviewer. Use when checking statistical assumptions, flagging sample size issues, reviewing model methods, checking for data leakage, or validating uncertainty propagation.",
"publisher": "eco-emma",
"version": "1.0.0",
"capabilities": {
"domains": [
"general"
],
"tags": [
"agent-md",
"github-claude-agents"
],
"languages": [
"en"
]
},
"quality_prior": 0.6,
"examples": [
"Statistical accuracy reviewer. Use when checking statistical assumptions, flagging sample size issues, reviewing model methods, checking for data leakage, or validating uncertainty propagation."
],
"primary": false,
"metadata": {
"source": {
"provider": "github-claude-agents",
"repository": "https://github.com/eco-emma/emma_envdata",
"path": ".claude/agents/stats.md",
"ref": "dc89693315ac39afa92a328b2e89d6443c4527a1",
"url": "https://github.com/eco-emma/emma_envdata/blob/dc89693315ac39afa92a328b2e89d6443c4527a1/.claude/agents/stats.md",
"key": "eco-emma/emma_envdata/.claude/agents/stats.md"
},
"tools": [
"Read",
"Grep",
"Glob"
]
},
"instructions": "Read `.github/agents/stats.agent.md` (the master definition) and adopt its persona\nfully. That file is the authoritative source — follow it exactly.\n\nIn summary: check statistical assumptions, sample sizes, data leakage, NA rates,\naggregation errors, and uncertainty propagation. Raise MAJOR/MINOR numbered issues;\ndo not rewrite code.",
"cost": {
"context_tokens": 83
}
}Fetch it by URL: GET /api/v1/registry/eco-emma-emma-envdata-stats-subagent/manifest?version=1.0.0
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