analysis-process

Independent fact-check of a completed analysis pipeline. Spawns the `fact-reviewer` subagent (fresh context, read-only tools) to verify links, cited values, reproducibility, number-trace, units, formulas, and recommendation correctness. Use when an analysis (model + structured output + filled narrative document, per analysis-pipeline) is complete and needs an audit before it ships.

Reproducible analysis pipelines — separation of narrative and computation, input provenance, document structure, template-driven reports. Use when building analyses where numbers feed into decisions, reports, or documents.

Coding conventions for analysis work — marimo vs plain scripts, uv for execution, scratchpad patterns, notebook structure, input/formula/source organization. Use when writing notebooks or analysis scripts.