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@ng ng commented Oct 14, 2026 •

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Proxy of sleepypod#836 for CodeRabbit review.

Summary

Implements design 2a from Sleepypod Biometric Calibration.dc.html (claude.ai/design project 533ccaee…, impl notes impl/Biometric-Calibration.md) as the Settings → Biometric calibration page.

The page is now a single overview instead of six tabs:

  • Control row: side segmented, a lifecycle strip (Saved › Requested › Processor) and a Restore… ▾ menu (Previous / System defaults).
  • Saved profile against previous: sentence rows with inline values (white when they differ from previous), a slider per parameter (HR tolerance and history, breathing lower/upper ratio, HRV minimum windows) and an effect cell. A sleep-stage summary counts overrides against the shipped rules and links to Sleep stages.
  • Evaluation dataset: frozen nights as chips with their T/V/H split and reference source, split counts, plus Import reference and Freeze a new dataset, which open the existing workbench views.
  • What the saved profile did: per-night previous/saved HR error bars (0–5 bpm scale), a night trace (reference, previous dashed, saved) for waveform replays, and the previous/saved table with holdout emphasised and better/worse colouring.
  • Actions: Save and request creates a revision, requests it (next_session), and re-runs the latest experiment on its tuning and validation nights. Restore previous and the menu open a diff review before rollbackProfile / resetProfile.
  • Activity: activation events (saved, requested, acknowledged, restored), backtests, dataset freezes and reference imports, with AGENT / YOU / POD badges.

Everything is wired to the existing biometricTuning procedures; there are no new endpoints or schema changes. The derivation logic lives in a pure, tested calibration-model.ts.

Where this differs from the mock or spec, and why

  • No local "preview" predictions. No local model maps a slider value to HR error, so edited rows read tested on save instead of showing invented numbers. The real job runs when you save.
  • Holdout is not re-run on save. Each exposure weakens it, so it stays a deliberate action in the workbench.
  • No "raw" trace layer. The trace API has no raw series. HRV is shown as the index MAE in ms, because the reports carry no agreement score.
  • Backtests, dataset freezes and imports are badged POD. Those records don't store who requested them.
  • Workbench links stay at the bottom (References, Profiles, Backtests, Observations). The revision library, validated activation, dataset/experiment builders and shadow runs are not part of 2a but are still needed. Overview, ProfileRecovery and History are removed because 2a replaces them.
  • Lifecycle values and relative times are English mono tokens. All other new strings are localised, and es.po is complete.
  • New theme tokens: --calib-* and --actor-* in globals.css, with light-theme variants.

Test plan

  • tsc --noEmit clean
  • eslint clean on changed paths
  • vitest: 22 new model tests (lifecycle, overrides, backtest grouping, per-night scoring, trace paths, clock labels) and 7 page tests (lifecycle, evidence, activity, save → revision → request → re-run, restore review, workbench navigation, loading/error)
  • Calibration and Settings suites: 431/431 pass. Unit failures elsewhere are the Python-venv integration tests, which need uv sync in the worktree.
  • Visual check with a fixture harness in dark, light and 390 px phone widths against the mock
  • Browser e2e (tests/browser/workflow.e2e.ts): the restore step now uses Restore previous → review dialog → lifecycle strip. CI runs this.
  • On a pod: move a slider, Save and request. The strip should show waiting, then acknowledged, and the processor should switch to running saved. Activity should log the save and request.

🤖 Generated with Claude Code

🛏️ Beam this PR onto a sleepypod ✨

Pick the snippet that matches your pod. Already-installed pods can't use the curl bootstraps below — sleepypod's egress firewall DROPs github.com, and the script that knows how to unblock WAN is the very file curl is trying to fetch. Use sp-update instead; it's on disk and opens WAN as its first step.

🔄 Already on a sleepypod (most common — review a PR on a running pod):

sudo sp-update feat/biometric-calibration-2a

🚀 Fresh pod / first install — bootstraps from GitHub, rebuilds every push:

curl -fsSL https://raw.githubusercontent.com/ng/core/feat/biometric-calibration-2a/scripts/install \
  | sudo bash -s -- --branch feat/biometric-calibration-2a

🎯 Pin to this exact build (run 38668688763 · d0bbc92) — fresh-pod path, locked to one CI artifact for reproducible review:

curl -fsSL https://raw.githubusercontent.com/ng/core/d0bbc928fbde9f02ce1f7a25777a2663c19fd7b8/scripts/install \
  | sudo bash -s -- \
      --branch feat/biometric-calibration-2a \
      --artifact-url 'https://nightly.link/ng/core/actions/runs/38668688763/sleepypod-core.zip'

🧊 Artifact: sleepypod-core · self-destructs in 30 days 💥

Summary by CodeRabbit

  • New Features
    • Redesigned biometric calibration as a workbench with an overview, editable profile controls, lifecycle status, and recent activity.
    • Added dataset and backtest views with per-night comparisons, aggregate metrics, and waveform traces when available.
    • Added profile revision saving and activation requests, plus options to review and restore the previous profile or system defaults.
  • Changes
    • Removed the separate calibration history view; profile restoration is now available through the overview workflow.
    • Sleep-stage rules are no longer displayed in the profiles view.

@ng

ng commented Oct 14, 2026

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📥 Commits

Reviewing files that changed from the base of the PR and between d7b9b3a and d016847.

📒 Files selected for processing: 2
  • src/components/biometrics/Calibration/calibration-model.ts
  • src/components/biometrics/Calibration/tests/calibration-model.test.ts
🚧 Files skipped from review as they are similar to previous changes: 1
  • src/components/biometrics/Calibration/tests/calibration-model.test.ts

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📝 Walkthrough

The biometric calibration interface now centers on profile editing, lifecycle status, restore requests, dataset and backtest evidence, and activity. The change adds calibration calculations, updates workbench navigation and translations, and revises related tests.

Changes: Biometric calibration workbench

Layer / File(s) Summary
Calibration calculations
src/components/biometrics/Calibration/calibration-model.ts, src/components/biometrics/Calibration/tests/calibration-model.test.ts
Added helpers for profile drafts, lifecycle segments, backtest selection and scoring, sleep-stage comparisons, traces, and time labels. Added tests for these helpers.
Profile editing and lifecycle controls
src/components/biometrics/Calibration/CalibrationPage.tsx, src/components/biometrics/Calibration/CalibrationProfileCard.tsx, src/components/biometrics/Calibration/CalibrationControls.tsx, src/components/biometrics/Calibration/CalibrationActivity.tsx
Added profile editing, lifecycle display, save-and-request handling, restore dialogs, and a sorted activity list. The page loads profile and activation data and refreshes related data after operations.
Dataset and backtest evidence
src/components/biometrics/Calibration/CalibrationEvidence.tsx
Added dataset and backtest cards with split summaries, per-night comparisons, and selected-night heart-rate traces.
Workbench integration and validation
src/components/biometrics/Calibration/BiometricCalibration.tsx, src/components/biometrics/Calibration/CalibrationOverview.tsx, src/components/biometrics/Calibration/CalibrationHistory.tsx, src/components/biometrics/Calibration/ProfileRecovery.tsx, src/components/biometrics/Calibration/tests/*, tests/browser/workflow.e2e.ts, app/globals.css, src/components/Settings/sections.ts, src/lib/i18n/locales/*
Added workbench navigation and theme tokens, updated calibration translations and tests, and removed the former overview, history, and recovery components. The settings description no longer mentions evaluation history.

Priority: ➖ Normal

Estimated code review effort: 4 (Complex) | ~45 minutes

Change: Feature

Merge Risk: ⚪ Minimal · up to d0168

Coverage improvements are now more likely to appear as better rather than unchanged. No concrete merge-blocking issue is established by the available change context.

Pre-merge checks: Passed 4 · Failed 1

Failed Failed checks: 1 warning

Check name Status Explanation Resolution
Docstring Coverage Warning Docstring coverage is 59.57% which is insufficient. The required threshold is 80.00%. Docstring coverage is scoped to functions touched by this diff. Analyzed 47 functions across 11 files. Write docstrings for the functions missing them to satisfy the coverage threshold.
Passed Passed checks: 4 passed
Check name Status Explanation
Description Check Passed Check skipped - CodeRabbit’s high-level summary is enabled.
Title check Passed The title identifies the biometric calibration feature and design 2a, which matches the pull request’s main change. It uses shorthand rather than describing the overview redesign in detail, but it rem…
Linked Issues check Passed Check skipped because no linked issues were found for this pull request.
Out of Scope Changes check Passed Check skipped because no linked issues were found for this pull request.
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Actionable comments posted: 1


  • 🪄 Fix comments: Fix CodeRabbit comments on this PR
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Inline comments:
Review comments at @src/components/biometrics/Calibration/calibration-model.ts:
- Around line 294-295: Update compareTone to use a threshold appropriate to the
metric: retain 0.05 for error metrics and use a smaller fractional threshold for
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ℹ️ Review info
⚙️ Run configuration
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  • Plan: Team
  • Run ID: 01133ae4-4b1f-47e9-b95e-01519588a35a
📥 Commits

Reviewing files that changed from the base of the PR and between 9a806e5 and d7b9b3a.

📒 Files selected for processing: 20
  • app/globals.css
  • src/components/Settings/sections.ts
  • src/components/biometrics/Calibration/BiometricCalibration.tsx
  • src/components/biometrics/Calibration/CalibrationActivity.tsx
  • src/components/biometrics/Calibration/CalibrationControls.tsx
  • src/components/biometrics/Calibration/CalibrationEvidence.tsx
  • src/components/biometrics/Calibration/CalibrationHistory.tsx
  • src/components/biometrics/Calibration/CalibrationOverview.tsx
  • src/components/biometrics/Calibration/CalibrationPage.tsx
  • src/components/biometrics/Calibration/CalibrationProfileCard.tsx
  • src/components/biometrics/Calibration/ProfileRecovery.tsx
  • src/components/biometrics/Calibration/calibration-model.ts
  • src/components/biometrics/Calibration/tests/BiometricCalibration.test.tsx
  • src/components/biometrics/Calibration/tests/CalibrationOverview.test.tsx
  • src/components/biometrics/Calibration/tests/ProfileRecovery.test.tsx
  • src/components/biometrics/Calibration/tests/calibration-model.test.ts
  • src/lib/i18n/locales/en.po
  • src/lib/i18n/locales/es.po
  • src/lib/i18n/locales/pseudo.po
  • tests/browser/workflow.e2e.ts
💤 Files with no reviewable changes: 5
  • src/components/biometrics/Calibration/CalibrationOverview.tsx
  • src/components/biometrics/Calibration/tests/ProfileRecovery.test.tsx
  • src/components/biometrics/Calibration/CalibrationHistory.tsx
  • src/components/biometrics/Calibration/tests/CalibrationOverview.test.tsx
  • src/components/biometrics/Calibration/ProfileRecovery.tsx

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