← ClaudeAtlas

taste-calibrationlisted

Monthly founder ritual that re-anchors the Goodhart drift defense: reviews autonomous loop activity since last calibration, confirms or updates the canonical taste SHA in .claude/baselines/taste-anchor.md, appends a calibration-log row, and optionally refreshes golden exemplars. Run once per month or after any significant loop activity.
0merUfuk/the-matrix · ★ 0 · AI & Automation · score 69
Install: claude install-skill 0merUfuk/the-matrix
**Version**: 1.0 **Created**: 2026-05-11 **Last Updated**: 2026-05-11 **Authors:** Ömer Ufuk --- # /taste-calibration — Monthly Taste Calibration **Usage**: `/taste-calibration` --- ## What This Skill Does Walks the founder through the monthly taste-anchor update ritual — the R1 mitigation mechanism for Goodhart drift. The self-improvement loop can pass every metric while silently degrading the product; this ritual is the irreducible founder judgment that keeps the optimization target honest. At the end of a successful run, `taste-anchor.md` has an updated canonical SHA and a new calibration-log row. The founder has explicitly answered: "Is the current codebase at or above the quality bar I set last time?" --- ## Execution Steps --- ### Step 1 — Show recent activity since last calibration Read `.claude/baselines/taste-anchor.md` to find the last calibration date and canonical SHA from the calibration log. Then run in parallel: ```bash # Commits since last canonical SHA git log {last_sha}..HEAD --oneline --no-merges # Autonomous PRs merged since last calibration date gh pr list --state merged --label autonomous --json number,title,mergedAt \ --jq '.[] | "\(.number)\t\(.mergedAt)\t\(.title)"' # What files changed most in autonomous PRs git log {last_sha}..HEAD --oneline --no-merges --diff-filter=M \ --name-only -- '.claude/**' 'internal/**' 'cmd/**' ``` Print a summary: ``` ACTIVITY SINCE {last_calibration_date} Commits since canonical SHA ({last_sha}): {N