Files
Syplheed-Reborn/docs/re/flight-speed-law.md
Claude (auto-RE) 8b03a52aa6 re(flight): both axes at settled speeds -- shape confirmed, absolute scale is not
Burst design repeated with the HUD clock bracketed (01:01.86 -> 02:10.61, ~x1.26)
and roll measured in the same flight.

    pitch   87.0 @ 85    82.8 @ 308    47.0 @ 1077   min:max 1.85
    roll   125.0 @ 76   119.0 @ 291    82.6 @ 1023   min:max 1.51

SHAPE CONFIRMED on both axes: the rate interpolates between _Min (at minimum
speed) and _Max (at maximum speed), matching to 1.6% for pitch (vs PitchMinus
75/40 = 1.88) and 5.6% for roll (vs 200/125 = 1.60). Both ratios are
clock-independent so they stand regardless of the conversion, and pitch's
re-confirms ly+ = pitch-MINUS (reproducing 1.82 from the previous run).

ABSOLUTE SCALE DOES NOT MATCH, and not in the same direction:

    pitch  measured/predicted = 1.15, 1.21, 1.07   consistently OVER
    roll                      = 0.62, 0.64, 0.60   consistently UNDER, very flat

A clock error cannot explain this -- it would move both axes together and these
go opposite -- so the discrepancy is per-axis. Candidates, neither measured: a 1 s
burst not completing the angular-acceleration ramp (would under-read; fits roll's
flat 0.62, not pitch's excess), or an unidentified per-axis multiplier. Left as an
open question with the separating test named: 1 s versus 3 s bursts at the same
throttle, where the ramp hypothesis predicts the longer burst reads higher.

Also noted: the roll run correctly REFUSED on a WEAK row pin after the pitch
bursts left the craft tumbled -- and roll is immune to that labelling, which the
guard's own message says, so ALLOW_WEAK_PIN=1 is its documented exception. A guard
that states its own exception is worth having.
2026-08-13 23:42:28 +00:00

35 KiB
Raw Blame History

The throttle is a TARGET-SPEED selector — measured against the definition (2026-08-13)

Status: for the shape of the law, 🟡 for the unit scale.

The unit definition gives MinimumVelocity 100, CruisingVelocity 350, MaximumVelocity 1200, Acceleration 600 and Deceleration 500 for UN_f001_TCAF_DeltaSaber_T_Player (values), but not how the game applies them. This measures it.

Method — tools/re-capture/speed_law.py: lock onto the player entity once, then sample its own position triple in guest RAM while holding each throttle input in turn (8 s per phase, 20 Hz). Speed is differentiated over 1-second windows, never per sample.

Result

phase measured speed (1 s windows) settles to definition field
no throttle 367 403 471 365 463 463 365 ~420 CruisingVelocity 350
RT held 1041 1376 1551 1379 1596 1510 1620 ~1 530 MaximumVelocity 1200
release 1314 672 432 452 432 450 408 back to ~440
LT held 203 121 135 121 115 146 122 ~125 MinimumVelocity 100
release 369 451 427 425 445 390 465 back to ~430

So the throttle selects a target speed and the craft converges to it; releasing either trigger returns it to cruise. (Refined below: the trigger is analogue, so the target is a continuous interpolation and these three are its endpoints.) It is not a force model with the throttle adding thrust, which is what a reimplementation would most likely have assumed from Acceleration/Deceleration alone. Those two fields govern the convergence rate: the release phase falls ~1 314 → ~432 in about two seconds (~440 units/s², against Deceleration 500) and the RT phase climbs ~420 → ~1 550 in two to three seconds (~470560 units/s², against Acceleration 600).

🟡 The unit scale

Measured world-space speeds run ≈1.21.3× the definition numbers in all three regimes (cruise 1.21, maximum 1.28, minimum 1.32). The HUD, meanwhile, reads 350 at cruise — the definition value exactly. So the definition's velocity unit is the HUD's, and entity world coordinates are a constant multiple of it, close to 1.25. The spread across regimes is larger than the constant itself is precise, because the craft is manoeuvring under fire while sampled (straight-line displacement per window under-reads a curving path), so this is recorded as a measured range rather than a pinned constant.

Traps

  • RT/LT are analogue triggers, so vgamepad trig RT 1.0 holds the throttle; the button verb hold RT is a silent no-op. The first run of this probe measured the drift of a craft nobody was flying.
  • Do not differentiate per sample. The guest updates the position slower than 20 Hz, so per-sample differences alternate between 0 and a double step — 0, 1519, 1985, 0, 2681… for a craft flying smoothly.
  • Bind late, measure fast. The player entity is not in the typed-entity scan for the first ~15 s of a mission, and the craft dies within a few minutes if nobody is flying it — one earlier attempt ended at GAME OVER mid-probe.

Raw samples: captures/speed-law-throttle-phases.csv.


Turn rates: AV_* are rate caps, and _Min/_Max mean at minimum/maximum speed

tools/re-capture/turn_law.py pins the speed regime with a throttle, holds a stick axis, and differentiates the craft's own forward vector over 1-second windows.

Control mapping, measuredLX is roll (the forward vector barely moves under it: 35 °/s residual), LY is pitch (vgamepad documents LY: -1 = up, so +1 is nose down = the PitchMinus family), and the right stick does not steer at all (0 °/s).

phase measured (1 s windows) definition
slow + nose down 85 · 96 · 82 → ~87 AV_PitchMinus_Min 75
fast + nose down 55 · 45 · 63 → ~54 AV_PitchMinus_Max 40
slow + nose up 181 · 164 · 181 → ~175 AV_PitchPlus_Min 150
fast + nose up 103 · 130 · 175 → ~136 AV_PitchPlus_Max 70

Two claims of the field names are confirmed:

  • Agility falls with speed — every rate drops when the throttle goes from LT to RT, so _Min/_Max are at minimum / maximum speed, not floor/ceiling of the rate.
  • Pitching up is about twice as fast as pitching down, exactly as the pair 150/75 (slow) and 70/40 (fast) says.

The ~1.2× factor — ⚠️ WITHDRAWN, see "Settled rates match exactly" below

The speed law measured 1.21 / 1.28 / 1.32 × its definition values; the pitch rates measure 1.16 / 1.35 / 1.17 / 1.94 × theirs. A unit scale would have to differ between metres-per-second and degrees-per-second — it cannot explain both. A time base does: if the guest's simulated second is shorter than the wall-clock second this probe measures against, every rate reads high by the same factor. So the definition numbers are self-consistent and a reimplementation should take them at face value; these measurements confirm the shape of the law (which field governs what, and how the regimes switch), not a scale correction.

🟡 No yaw input was found. AV_Yaw_{Min,Max} (45 / 25 °/s) exists, but neither stick yaws the craft. With MaximumBank_Normal (60) and roll on LX, a bank-to-turn model is the obvious reading — sustained turns come from rolling and pitching — but the yaw fields may equally belong to the AI or to an input this probe has not driven.

Raw samples: captures/turn-law-pitch-phases.csv.


The afterburner is not on the obvious buttons — a bounded negative

The definition describes the burner without naming its input: AB_ConsumeShield_Begin 50, AB_ConsumeShield 10, and a set of AB_AV_* turn caps far below the normal ones (roll 40 vs 125200 °/s, pitch-up 30 vs 70150). Notably there is no AB_*Velocity, so the burner may not raise the speed target at all.

Two independent probes, both negative for A, B, X, LB (and LS/RS on the first):

  • tools/re-capture/ab_probe.py — hold RT for a max-speed baseline, then hold each candidate: speed stayed inside the baseline's own noise band (1 2001 580 units/s) for every one.
  • tools/re-capture/ab_state_probe.py — sample a window of the player object while each candidate is held and report any float that falls during the hold: nothing fell.
  • And the cheapest oracle of the three, needing no offsets at all: count the green pixels of the HUD's SHIELD bar before and after each hold, on a freshly spawned craft with a full shield. AB_ConsumeShield_Begin 50 should take a visible bite; the bar read 156, 156, 156, 157, 157 across baseline and all four buttons.

So the burner is not a simple hold on A/B/X/LB/LS/RS. What remains: a chord (something plus RT), an input this pad cannot reach, a craft variant that has it, or fields that belong to the AI rather than the player. Worth knowing before anyone re-probes the obvious buttons.

(RB is the nose gun, Y the missile mount and the d-pad the tactical map — see flight controls — so those were not held here.)


The throttle is ANALOGUE: the target speed interpolates cruise → maximum

RT is an analogue trigger, so "held" was only ever one point on a curve. Walking it in five steps (tools/re-capture/throttle_curve.py, 2.5 s to converge then 5 s of sampling per step):

RT settled speed (1 s windows) mean
0.00 465 · 411 · 373 · 504 438
0.25 648 · 554 · 678 · 622 626
0.50 739 · 961 · 897 · 919 879
0.75 1028 · 1086 · 977 · 1283 1094
1.00 1359 · 1306 · 1517 · 1186 1342

A straight ramp. Dividing by the ~1.2 time-base factor established above, the endpoints land on the definition's own numbers — 438/1.2 ≈ 365 against CruisingVelocity 350, and 1342/1.2 ≈ 1118 against MaximumVelocity 1200 — and the midpoint follows: 879/1.2 ≈ 733 against the predicted 350 + 0.5·(1200350) = 775. So

target speed = CruisingVelocity + RT · (MaximumVelocity  CruisingVelocity)

and LT mirrors it down to MinimumVelocitymeasured, see below.

This also refutes a live hypothesis about the afterburner. Full RT producing more than MaximumVelocity looked like it might be the burner; it is not — the curve is smooth through full deflection, with no step, and the shield does not move. Full throttle is simply full throttle.

Raw samples: captures/throttle-curve-rt.csv.

(The entity scan that locks onto the player searches changing position triples, so it only sees the craft while it still has speed — bind early, or a mission left idling drops out of the scan entirely and every tool reports "player entity not found" while the game is visibly flying.)


LT mirrors RT, and roll does NOT depend on speed

One flight, both measurements (tools/re-capture/flight_law2.py).

The braking half of the curve

LT 0.00 0.25 0.50 0.75 1.00
speed 436 379 289 209 126

A straight ramp down from cruise to ~126, and dividing by the ~1.2 time-base factor the endpoints are the definition's own numbers again — 363 against CruisingVelocity 350 and 105 against MinimumVelocity 100. So the throttle law is symmetric:

RT held:  target = Cruising + RT · (Maximum  Cruising)
LT held:  target = Cruising  LT · (Cruising  Minimum)

Roll

Roll turns the craft about its own forward axis, so it has to be measured on a different row of the rotation matrix than pitch was:

phase rate per 1 s window mean
minimum speed + full roll 171 · 103 · 157 ~144 °/s
maximum speed + full roll 140 · 145 · 164 ~150 °/s

Roll shows no speed dependence — the two regimes agree inside the noise, where pitch dropped by a third to a half between them. Against the definition (AV_Roll_Min 200, AV_Roll_Max 125) the measured ~145 °/s is ~121 after the time-base factor, i.e. the Max value in both regimes.

So the _Min/_Max pair does not mean the same thing for every axis: pitch interpolates between them with speed, roll appears pinned at Max. A reimplementation that applies one rule to all axes would get roll wrong at low speed by ~60 %.

🟡 Caveat kept: the roll phases were 2 s of settling apart, which is marginal for a full 126 → 1 342 speed change, so "no dependence" is a measurement over a real but not perfectly separated pair of regimes.

Raw samples: captures/throttle-curve-lt.csv · captures/turn-law-roll.csv.


⚠️ Settled rates match the definition EXACTLY — the "time base" reading is withdrawn

The earlier turn measurements settled each phase for 1.5 s and then differentiated from the first second. Re-running with 5 s of settle and the craft's speed recorded at the moment the turn starts (tools/re-capture/flight_law3.py):

phase speed at turn measured rate definition
pitch, minimum speed 130 /s 74.9 °/s AV_PitchMinus_Min 75
pitch, half throttle 388 /s 73.7 °/s (between, see below)
pitch, maximum speed 1 821 /s 41.1 °/s AV_PitchMinus_Max 40
roll, minimum speed 110 /s 129.5 °/s AV_Roll_Min 200
roll, maximum speed 1 722 /s 149.3 °/s AV_Roll_Max 125

Pitch lands on 75 and 40 — the definition's own numbers, with no scale factor. So the ~1.2× I attributed to the emulated time base was an artefact of measuring during the AA_* acceleration ramp with too little settle, and that explanation is withdrawn: angular rates need no correction, and a reimplementation should use AV_* verbatim.

What remains unexplained is only on the linear side: settled speeds still read high and vary between runs (RT full measured 1 342 in one flight and 1 821 in another, against MaximumVelocity 1 200), which is what a craft being shoved around in a firefight looks like. The HUD, meanwhile, reads exactly CruisingVelocity at neutral throttle. A clean linear measurement wants a quiet corner of a map, not this one — until then, no cause is claimed.

Roll, re-measured with proper settles, confirms the axis difference: 129.5 at 110 /s and 149.3 at 1 722 /s — no speed dependence, both near AV_Roll_Max 125, where pitch moved 75 → 40 across the same range. The mid-throttle pitch point does not discriminate lerp-versus-switch, because at half throttle the craft only reached 388 /s, where an interpolation would predict ~66 °/s against a measured 73.7 — inside this probe's noise.

Raw samples: captures/turn-law-settled.csv.


The linear discrepancy is real, and it is between WORLD units and DISPLAYED speed

Last section removed the "time base" explanation by showing settled angular rates match the definition exactly. That leaves the linear side, and the HUD settles it: screenshotting the speed readout at each throttle step, next to the position-derived measurement of the same moment (captures/throttle-curve-hud.csv):

RT HUD readout position-derived ratio
0.00 350 (= CruisingVelocity) ~447 1.28
0.25 507 ~652 1.29
0.75 963 ~1 141 1.19

Two things follow.

  • The HUD speaks the definition's language. It reads exactly CruisingVelocity at neutral and climbs toward MaximumVelocity as the trigger is pressed — 963 at three-quarters, against the 987 the interpolation predicts. So the throttle law stated above is confirmed in the game's own units, independent of any position sampling.
  • World displacement runs ~1.2× the displayed speed. Since the angular rates need no such factor, this is not a clock effect: it is a unit difference between the position triple and the velocity fields. A reimplementation that places entities in world coordinates and moves them at MaximumVelocity will be ~20 % slow.

🟡 The ratio is 1.191.29 across the three points rather than a clean constant, and every sample was taken in a firefight where the craft is also being pushed. Pinning it exactly wants a quiet map or a scripted straight run; the existence and rough size of the factor is what these measurements support.

A methodological note worth keeping. This line of work went: hold a trigger → "three target speeds" → analogue interpolation → an unexplained 1.2× → "time base" → withdrawn → a unit difference confined to the linear side. Every step came from one of two moves: let a held input vary (the trigger's analogue range), or bring in an independent oracle (the HUD, the definitions, a longer settle). The wrong turn — the time base — came from explaining a number instead of first measuring the same quantity a second, cleaner way.


The linear factor IS the clock — measured against the game's own mission timer

The cleanest possible version of the linear measurement: neutral throttle (HUD reads exactly CruisingVelocity 350), sticks centred, 20 s of perfectly straight flight (straightness = displacement/path = 1.000, so no manoeuvring contaminates it) — tools/re-capture/cruise_ratio.py:

displacement 8 900 world units in 20.1 s  ->  443.6 /s
ratio vs the HUD's 350                    ->  1.267

And the game's own clock, read off the HUD across a wall-clock interval:

mission TIME 00:08.79 -> 00:46.97   =  38.18 s of game time
wall clock                          =  30.29 s
ratio                               =  1.260

1.260 against 1.267 — the same number. So the linear "discrepancy" was never a unit difference: the mission clock runs ~1.26× faster than wall time under this emulator, and a speed derived by dividing world displacement by wall seconds is inflated by exactly that. World units and the displayed speed share one unit, and a reimplementation should take CruisingVelocity/MaximumVelocity at face value — per game second.

This supersedes the previous section's "world-unit vs displayed-speed difference".

One thing does not fit, and is left open. The settled turn rates measured 74.9 and 41.1 °/s in wall time against AV_PitchMinus_{Min,Max} 75/40 — but if game time runs 1.26× fast, a 75 °/game-second cap should have read ~94 °/wall-second. Either that agreement was luck inside a noisy sample (the per-window rates spanned 6196), or angular integration is frame-based where linear is time-based. The check: re-measure pitch and convert wall→game seconds with the clock ratio, expecting ~94 if the clock explanation is universal.


The clock factor applies to the ANGULAR side too — and it varies per run

The open question was whether the ~1.26× mission-clock factor explains only the linear measurements. Measuring both in the same run settles it (tools/re-capture/pitch_gametime.py: HUD screenshots bracket each turn phase, so the mission clock's own advance converts wall seconds to game seconds):

this run's clock:  TIME 00:33.68 -> 00:44.12  =  10.44 s game  in  7.96 s wall  =  1.311
phase wall-time rate ÷ 1.311 → game-time definition
pitch, minimum speed 88.9 °/s 67.8 °/s AV_PitchMinus_Min 75 (0.90×)
pitch, maximum speed 53.6 °/s 40.9 °/s AV_PitchMinus_Max 40 (1.02×)

So with the clock correction both land on the definition (the slow phase runs 10 % low, consistent with the AA_* ramp being included in an 8 s window). The clock explanation is universal: every rate the game states is per game second, and a probe that divides by wall seconds reads high by that run's ratio.

And the ratio is not a constant of the machine — it varies with scene load: 1.260 in the earlier flight, 1.311 here. It has to be measured in the same run as whatever it is correcting, which is why this probe brackets its own phases with HUD screenshots.

Bonus confirmation from the same screenshots: at full LT the HUD reads 102, against MinimumVelocity 100 — the throttle law's lower endpoint, in the game's own units.

The trap that cost three runs: a dead emulator looks alive

A killed Canary leaves both its /dev/shm/xenia_memory_* image and its last frame on the X display. So the screenshot shows a mission in progress, the memory image still parses, and the scans quietly report 0 moving triples / "player entity not found" — which reads like a tooling bug. pgrep -x xenia_canary does not help: zombies match it. speed_law.require_live_emulator() now checks the process state letter and refuses to measure a corpse, naming the stale image in its error.


⚠️ The roll result is WITHDRAWN — the probe was not isolating roll

Re-running the roll phases with 5 s settles and in-run clock brackets (tools/re-capture/roll_gametime.py):

this run's clock:  TIME 00:34.93 -> 00:45.97  =  11.04 s game in 7.98 s wall  =  1.383
minimum speed:  90.6 °/wall-s  ÷ 1.383 ->  65.5 °/game-s   (AV_Roll_Min 200)
maximum speed:  59.1 °/wall-s  ÷ 1.383 ->  42.7 °/game-s   (AV_Roll_Max 125)

Two things are wrong with reading this as "roll".

  • The corrected numbers — 65.5 and 42.7 — are within a few per cent of the pitch run's 67.8 and 40.9. Two different stick axes producing the same rates is the signature of a measurement that is not separating them.
  • Watching a non-forward matrix row sees any rotation that moves that row, and pitch moves it as much as roll does. The forward row was the wrong thing to avoid; what is needed is the rotation about the forward axis — project the row onto the plane perpendicular to forward and track the angle of that projection.

So the earlier conclusion — "roll shows no speed dependence, unlike pitch" — is withdrawn. It rested on 2 s settles (which this session has twice shown to produce wrong answers) and on a row that mixes the axes. The two runs do not even agree with each other (144/150 then, 90.6/59.1 now), which is itself the tell.

What survives: AV_Roll_{Min,Max} are not confirmed, and the axis question — does roll follow the same speed rule as pitch? — is open, with the correct measurement specified above.

The clock ratio has now been measured three times in three flights: 1.260, 1.311, 1.383. It is not a property of the machine but of the moment, so any rate probe must bracket its own phases.

Roll, re-measured about the forward axis — the withdrawal is reversed

The earlier roll result was withdrawn because the measurement was wrong, not the input: watching a non-forward row of the rotation matrix sees any rotation that moves that row, and pitch moves it as much as roll, which is why two different stick axes produced the same rates. tools/re-capture/roll_axis.py measures rotation about the forward axis instead — express the new up-vector in the old (up, right) basis and take atan2(u_new·w_old, u_new·u_old), so any component along forward (what pitch produces) is dropped by construction.

Run on stage 02 with the container-safe file pad, which matters here: the pad state is written whole, so the stick is deflected on exactly one axis (lx=32767, every other channel exactly 0) while the throttle trigger is held in the same write. 5-second settles, 8-second dwells, and each phase bracketed by HUD-clock screenshots because the clock ratio is a property of the moment (1.260/1.311/1.383 previously).

phase swept wall HUD clock per game second definition
min speed (LT) 1 856.9° 8.01 s 01:20.64 → 01:30.63 (×1.247) 185.9 °/s AV_Roll_Min 200
max speed (RT) 1 181.2° 8.02 s 01:37.11 → 01:46.88 (×1.218) 120.9 °/s AV_Roll_Max 125

Roll DOES depend on speed, and the withdrawn claim ("roll shows no speed dependence, unlike pitch") is reversed. Roll behaves exactly like pitch: the rate cap falls as speed rises, and _Min/_Max mean at minimum / at maximum speed — the same rule the pitch work established, now confirmed on a second axis rather than contradicted by it.

Both measurements land just under their caps (93 % and 97 %), which is the right side for a rate limit. 🟡 The shortfall is not explained: candidates are the craft not being exactly at min/max speed after 5 s, and the swept-angle sum slightly undercounting at 20 Hz. Neither is worth a claim without measuring it.

Method note: the tell that the old result was broken was two conditions agreeing too well (pitch ≈ roll). The tell that this one is sound is that they now disagree in the direction the definitions predict, on two independently-bracketed phases. Data: captures/roll-about-forward-axis.csv.

Which input drives which axis — and the yaw answer

tools/re-capture/axis_probe.py holds one channel at a time (file pad, so every other channel is exactly zero) and decomposes the result into all three rotation components at once, rather than measuring one axis through a row that moves under any rotation — the flaw that once made roll and pitch produce identical numbers.

The row labelling is measured, not assumed. entities2 pins row 2 = forward against velocity; the probe pins the other two by comparing world-Y in flight:

row world-Y means: [0.469, 0.883, -0.000]   forward = row 2
  -> up = row 1, right = row 0   CONFIDENT

That is the opposite of the D3D convention an earlier run assumed, which means that run's yaw and pitch columns were swapped — under the correct labels its ly+ reading of 154.1 °/wall-s is pitch, which is what a left-stick Y axis should do.

input roll yaw pitch
rx right-stick X 0.0 0.0 0.0 nothing
ry right-stick Y 0.0 0.0 0.0 nothing
LB 0.0 0.0 0.0 nothing
RB 0.0 0.0 0.0 nothing (it is the nose gun)
lx left-stick X 209.8 ~0 ~10 roll
ly left-stick Y ~0 ~0 154.1 pitch

These zeros are trustworthy, unlike the previous attempt's: the four unknown inputs were measured first, each passing a liveness check, and the run aborted the moment the craft stopped moving instead of reporting the clean zeros a destroyed craft produces.

So no pad input yaws the craft directly. AV_Yaw_* (45/25) exists in the unit definitions but nothing on the right stick or the shoulders drives it — the earlier "no input found" is upgraded from "we could not find one" to "the remaining candidates measurably do nothing". The natural reading is that yaw is a consequence of banking rather than a commanded axis, which a reimplementation should model as such.

🟡 Not covered: the d-pad (the tactical map) and the face buttons (fire / weapon select). Neither is a plausible flight axis, but neither was measured here. Data: captures/axis-probe-rows-pinned.csv.

⚠️ Angular-rate probes measure a MOVING speed — the dwell bleeds it

Measuring pitch with the rows properly pinned gave, for UN_f001_TCAF_DeltaSaber_T_Player (whose own disc values are AV_PitchPlus_Min 150°, AV_PitchPlus_Max 70°):

phase swept clock per game-s cap
min speed (LT) 1 391.0° / 8.00 s ×1.326 131.1 150
max speed (RT) 989.0° / 8.05 s ×1.318 93.2 70 — 133 % of cap

A rate 33 % above a cap is not a finding, it is a broken instrument, so read the HUD speed off the same bracketing screenshots that gave the clock:

slow phase   102  ->   18
fast phase  1193  ->  589

The speed is not constant during the dwell — pitching bleeds it hard, halving it in 8 seconds. The rate cap is itself speed-dependent, so as the craft slowed its cap rose, and the 8-second average necessarily lands between the max-speed cap and a mid-speed one. The 133 % is fully explained by the instrument.

This weakens the roll numbers above as well. They were taken the same way, so 120.9 vs AV_Roll_Max 125 is consistent but is not a tight test — the true max-speed roll cap could be lower and still produce that average. The min-speed figures are less affected (there is little speed left to lose).

How to measure it properly (not yet done): keep the dwell to ~12 s so the speed barely moves, or sample the HUD speed continuously and fit rate against instantaneous speed rather than assuming the endpoint. The second is strictly better and gives the whole rate-vs-speed curve rather than two points.

And a flight-model finding in its own right: turning costs speed, steeply — 1 193 → 589 under 8 s of full pitch, with the throttle still held at maximum. A reimplementation that treats the throttle as setting a speed the craft simply holds will be wrong during manoeuvres. Data: captures/pitch-rate-speed-bleed.csv.

⚠️ Polling faster than the guest updates manufactures a curve

Trying to fit rate against instantaneous speed (rate_curve.py, one long hold so the speed-bleed sweeps the range) produced a beautifully clean result that is entirely an artefact:

speed    0- 599   rate  29.4          speed 1199-1798   rate 279.8
speed  599-1199   rate 174.9          speed 1798-2398   rate 317.5

Rate rising with speed, and speeds to 4 795 when the craft's maximum is 1 200. The cause: 20 Hz polling is faster than the guest updates these fields, so a per-read delta is either exactly zero (no update yet) or a whole frame's worth divided by a fraction of a frame. In that run 111 of 352 reads were zero on BOTH channels — position and attitude update on the same frame, so the two are perfectly correlated, and dividing each by the short wall dt produced a tidy correlation out of nothing.

Fix: aggregate over windows spanning many frames (0.5 s here). The sum of |Δ| over a window is right however the updates fall inside it.

This does NOT affect the swept-total probes (roll_axis.py, rate_probe.py): they already summed over the whole dwell, which is immune for the same reason. Only per-sample instantaneous rates were ever wrong.

🟡 The windowed re-run is not yet a result. It gives plausible magnitudes (speed 320935, rate 80149 °/wall-s) but still shows rate rising with speed, against the definition's AV_PitchPlus_Min 150 > _Max 70. Two disqualifiers: it ran on an instance where the craft was already tumbling from the previous sweep, so the row pinning reported WEAK — craft may not be level, and the starting speed was mid-range rather than maximum. A clean answer needs a fresh flight, pinning CONFIDENT, one sweep, nothing before it. Recorded as an open question rather than a finding — the definitions' _Min/_Max meaning is exactly what is in doubt, so a measurement taken through a doubtful instrument cannot settle it.

Data: aliased, for reference · windowed.

The clean sweep: magnitudes agree, the LAW does not follow 🟡

Fresh flight, row pinning CONFIDENT (margin 0.413), one sweep and nothing before it — the conditions the previous attempt lacked. Clock 01:16.08 → 01:41.46 (×1.26). Binned by speed, both converted to game units:

speed (game) measured °/game-s linear interpolation of the caps
~435 100.8 125.6
~572 113.8 115.7
~709 126.3 105.7
~846 83.1 95.7
~983 72.7 85.8

(prediction = AV_PitchPlus_Min 150 at MinimumVelocity 100 → _Max 70 at MaximumVelocity 1200, interpolated linearly.)

What this supports: the magnitudes are right — measured 73126 °/game-s across speeds 4001 050 against a predicted 86126 — and the high-speed end falls, as a speed-dependent cap should.

What it does not support: the interpolation law. The scatter is ±25 %, the two fastest bins hold only 1 and 2 windows each (they are the first moments before the speed bled), and the slowest bin disagrees in the wrong direction (100.8 measured vs 125.6 predicted). A sweep that is driven by the speed bleeding cannot spend long at either extreme, which is exactly where the law is most testable.

The design that would settle it, and why this one cannot: hold a settled throttle, pitch for only ~1 second, and read the rate — the speed barely moves inside a 1 s burst, so each burst yields one honest (speed, rate) point. Repeat at LT / neutral / RT for three clean points at known speeds, instead of one smeared sweep. Data: captures/pitch-rate-curve-clean.csv.

Short bursts at settled speeds: the law's SHAPE is confirmed, clock-free

The design the sweep could not provide: settle the throttle, measure the settled speed, then pitch for one second so the speed barely moves inside the burst. Three throttle settings, two repeats each, row pin CONFIDENT, fresh flight.

throttle burst speed (wall) rate (°/wall-s)
LT min ~105 113.6, 109.5
none, cruise ~383 100.2, 88.4
RT max ~1 483 52.2, 70.5

Rate falls monotonically with speed — 111.5 → 94.3 → 61.4 — measured at three known, settled speeds rather than smeared across a bleeding one.

And the decisive comparison needs no clock at all. Absolute rates depend on the run's clock ratio, but the min:max ratio cancels it:

measured min:max            = 1.82
AV_PitchMinus_Min/Max 75/40 = 1.88   ->  3.0 % apart
AV_PitchPlus_Min/Max 150/70 = 2.14   -> 15.1 % apart

So two things follow, neither resting on a clock measurement:

  1. _Min / _Max really do mean "at minimum / at maximum speed", with the rate interpolating between them — the shape is confirmed to 3 %.
  2. ly+ drives pitch-MINUS, not pitch-plus. The craft has asymmetric pitch authority (75/40 down versus 150/70 up), and the ratio picks the pair cleanly.

🟡 Absolute magnitudes are still open — this run did not bracket the HUD clock, so deg/game-second cannot be computed from it, and choosing a ratio that makes the numbers fit would be circular. The probe now takes clock screenshots at both ends so the next run closes it. Data: captures/pitch-burst-settled-speeds.csv.

Both axes, three settled speeds: shape , absolute scale 🟡

Repeat of the burst design with the HUD clock bracketed (01:01.86 → 02:10.61) and roll measured in the same flight. Clock ≈ ×1.26.

axis min speed cruise max speed min:max definition ratio
pitch 87.0 °/game-s @ 85 82.8 @ 308 47.0 @ 1 077 1.85 PitchMinus 75/40 = 1.88
roll 125.0 @ 76 119.0 @ 291 82.6 @ 1 023 1.51 Roll 200/125 = 1.60

The shape is confirmed on both axes — the rate interpolates between _Min (at minimum speed) and _Max (at maximum speed), matching to 1.6 % for pitch and 5.6 % for roll. These ratios are clock-independent, so they stand regardless of the conversion. Pitch's ratio also re-confirms ly+ = pitch-minus (1.88) rather than plus (2.14), reproducing the earlier run's 1.82.

The absolute scale does not match, and not in the same direction:

pitch   measured / predicted = 1.15, 1.21, 1.07     (consistently OVER)
roll    measured / predicted = 0.62, 0.64, 0.60     (consistently UNDER, and very flat)

A clock error cannot explain this — it would scale both axes the same way, and these go opposite. So the discrepancy is per-axis. Two candidates, neither measured:

  • a 1-second burst may not complete the angular-acceleration ramp, which would under-read — that fits roll's remarkably constant 0.62 but not pitch's excess;
  • a per-axis multiplier applied to the cap that is not yet identified.

Recorded as an open question. The next measurement that would separate them is cheap: 1 s versus 3 s bursts at the same throttle — if the ramp is the cause, the longer burst reads higher. Data: pitch · roll.

Note on the WEAK-pin guard

The roll run refused to start: after the pitch bursts the craft was no longer level, so the row pin came back WEAK (margin 0.109). That refusal is correct for pitch and yaw — but roll is immune to the up/right labelling, which is exactly what the guard's own message says, so ALLOW_WEAK_PIN=1 is the documented and legitimate override there. It is worth having a guard that states its own exception.