# Coach Tony — 3-Part Answer Scorecard

**Date:** 2026-06-19
**What's scored:** the whole 3-part object `{ voice, fullText, scientificProof }` (see
`answer-structure.md`), judged across all three parts by the 8-dimension reviewer
(`reviewer-rubrics.md`).
**Scale:** 1–10 per dimension, 8 dimensions.
**Ship gate (this scorecard):** every dimension averages **≥ 8.8**.

The eight dimensions are `doctor`, `compliance`, `fitness`, `performance`, `bioage`,
`scientific`, `personalization`, `controlling`. As of this revision the **`bioage` dimension is
the values-linkage dimension** — one of the three "values" dimensions (does the answer link the
advice to the thing the user is optimizing — bio age / a named risk / a performance, fitness,
recovery or stress age — via a single *named physiological mechanism*, by value, across all three
parts).

---

## re-validation v2 (corrected values rule)

This pass re-scores the 3-part cohort under the **corrected values rule**: `bioage` is now read as
**values-linkage** (one of three values dimensions), so a metric-relay daisy-chain
("efficiency → HRV → recovery age → bio age") no longer counts as a mechanism and is graded as a
linkage miss rather than a soft pass. Bar is unchanged: **every one of the 8 dimensions must
average ≥ 8.8 to ship to the front end.**

**Cohort:** 3 digital twins × 50 questions = 150 answers, each scored as one 3-part object.

### Dimension averages (3 twins × 50 Q)

| Dimension | Avg | ≥ 8.8? |
|---|---|---|
| doctor | 0.0 | ❌ |
| compliance | 0.0 | ❌ |
| fitness | 0.0 | ❌ |
| performance | 0.0 | ❌ |
| bioage *(values-linkage)* | 0.0 | ❌ |
| scientific | 0.0 | ❌ |
| personalization | 0.0 | ❌ |
| controlling | 0.0 | ❌ |
| **Overall** | **0.0** | — |

**Do all 8 clear 8.8?** **No.** Zero of eight dimensions reach the 8.8 bar — every dimension sits
at 0.0, i.e. **−8.8 to the gate across the board.** The bar (`every dimension ≥ 8.8`) therefore
evaluates to **pass = false**.

### Per-twin breakdown

_None recorded._ ( `[]` — no per-twin dimension rows were supplied for this re-validation pass.)

### Sub-8.8 failures

_None enumerated._ ( `[]` — no individual sub-8.8 failure items were supplied for this pass.
Note: with all dimension averages at 0.0, **all 8 dimensions are below 8.8 in aggregate**; the
empty list reflects that no per-answer failure detail was attached, not that any dimension cleared
the bar.)

### One complete example 3-part answer

Twin-01 "Elena" · Persona: Performance · Q: *"How recovered am I this morning?"*

**Part 1 — `voice`:**
> Elena, the call is easy this morning. Recovery is 81, up 4 overnight, and HRV is sitting at 68
> against your 63 baseline. Two readiness signals agreeing on green is a system that has finished
> digesting its load and is inviting hard work. So today is a push day: put your most demanding
> planned session at the center of it and run it at full quality. One condition stays on that,
> though. If your heart rate won't climb into zone in the first work interval, treat that as the
> day outvoting the score and cut the set. Spend the green you've banked.

**Part 2 — `fullText`:**
> Elena, this is a clean push-day verdict, and it comes straight from two numbers agreeing.
> Recovery is 81 this morning, up 4 from yesterday, and HRV is 68 against your 63 baseline. When
> the readiness score and the autonomic read move the same direction, you are not guessing about
> whether you're recovered; you have two independent signals confirming each other.
>
> The mechanism underneath that is autonomic recovery. After a hard session, your sympathetic
> 'fight' branch stays elevated while the body clears the stress; as it absorbs the work,
> parasympathetic 'rest' tone returns and beat-to-beat variability widens — which is the HRV rise
> to 68 you're seeing this morning. That same mechanism ties straight to what you're optimizing:
> protecting your two weekly VO2max sessions is what keeps pushing the ceiling from 47 toward your
> 52 target, and a green-on-green morning is exactly the day to bank that work rather than spend
> it on junk volume. Across the week, stage it: hardest session today at full quality, an easy
> aerobic or mobility day tomorrow, and re-read the same two signals before the next hard effort —
> if recovery slips below your baseline band or HRV drops under 63 two mornings running, pull the
> intensity and treat it as the body asking for a lighter block, not a missed target.

**Part 3 — `scientificProof`:**
> - Task Force of the European Society of Cardiology & NASPE, Circulation 1996 (Heart Rate
>   Variability standards) — establishes HRV as a validated marker of autonomic balance,
>   supporting reading your 68 vs 63 baseline as a genuine readiness signal rather than noise.
> - Plews et al., Sports Medicine 2013 (HRV-guided training in endurance athletes) — supports
>   timing your hardest session to days when HRV sits at or above baseline, the exact pattern in
>   your numbers today.
> - Stanley, Peake & Buchheit, Sports Medicine 2013 (parasympathetic reactivation after exercise)
>   — describes the autonomic-recovery mechanism behind your overnight HRV rise to 68 and the
>   rationale for gating tomorrow's hard work on the same read.
> - ACSM Guidelines for Exercise Testing and Prescription — supports the polarized push/recover
>   structure that turns a well-recovered day into VO2max progress toward your 52 target.
>
> Everything here is grounded in established exercise physiology and the readiness literature
> above. It's informational and built on reliable medical science — not a medical examination,
> and never a replacement for your own physician.

*Why it scores well across the three parts: one action (push hard today) runs through all three;
the same numbers (recovery 81, HRV 68 vs 63 baseline) anchor `voice` and re-ground `fullText`;
one named mechanism (autonomic recovery / parasympathetic reactivation) is named, explained, and
cited; the values-linkage is a real mechanism tied by value to her VO2max 47→52 target, not a
metric-relay daisy-chain; and Part 3 lists real, checkable references closing on the positive
compliance line.*

### Verdict

**NOT CLEARED — not ready for the front end. PASS = false.** Under the corrected values rule, all
8 dimensions average 0.0 against an 8.8 bar, so every dimension — including the relabeled
`bioage`/values-linkage — remains a hard block; what remains is to run (or attach) the actual
3-part scoring so the dimension averages reflect real reviewer output before any ship decision.