[Agent · Phase 12] paper_reviewer_statistical_analysis

[jeremymanning]

Parent phase: #56

Purpose

Paper-stage specialist reviewer focused on appropriateness of statistical methods.

What it produces / drives

Writes projects/<PROJ-ID>/paper/reviews/paper_reviewer_statistical_analysis__<YYYY-MM-DD>__paper.md with full review-record frontmatter.

Dependencies

This agent depends on output from: paper_implementer

Acceptance criteria

• Review record validates against review-record schema
• Verdict in {accept, minor_revision, major_revision_writing, major_revision_science, fundamental_flaws}
• Findings specific to appropriateness of statistical methods
• Stays under wall_clock_budget_seconds=600

Manual test plan

1. Project at paper_complete
2. Run one step
3. Open paper/reviews/paper_reviewer_statistical_analysis__YYYY-MM-DD__paper.md
4. Validate schema + body addresses the named focus

Implementation pointer

• Registry entry: agents/registry.yaml → name: paper_reviewer_statistical_analysis
• Prompt: agents/prompts/paper_reviewer_statistical_analysis.md
• Code: search src/llmxive/ for the class