MANDATORY: Follow the complete shared lifecycle contract in ${CLAUDE_PLUGIN_ROOT}/skills/shared/run-lifecycle.md with declared skill voter-calibration.

voter-calibration

MANDATORY: READ ENTIRE FILE before composing user-facing prose: ${CLAUDE_PLUGIN_ROOT}/skills/shared/readability-style.md.

Analyze voter agreement, YES-vote severity spread, severity calibration score, and chronic outlier voters from the synchronized run-log cache.

The core analyzer measures agreement and severity calibration only. It reports voter-side calibration standing from panel self-agreement, not from realized outcomes, issue fate, or reverts. The optional --realized-outcomes flag appends a diagnostic-only ground-truth section based on filed OOS issue fate. Nothing here affects reviewer/proposer points, spawning, thresholds, token allocation, or live panel verdicts.

Usage

/voter-calibration [--log-root DIR] [--min-votes N] [--outlier-threshold R] [--high-severity-threshold R] [--era {all,pre,post}] [--era-since-date YYYY-MM-DD] [--realized-outcomes] [--repo OWNER/NAME] [--filed-issue-details-json PATH] [--out FILE]

Run the Analysis

Call the analyzer via the Bash tool, forwarding any flags, then relay its markdown stdout to the user: