Commit Graph

23 Commits

Author SHA1 Message Date
SirStone 6ad5d99922 j134 fire fix: share ONE fire_tracker across tfil/ring/strafe/learned/surf (TR_FIRE_FIX, default on); env-gated TR_FIRE_DIAG alignment trace 2026-09-26 12:40:19 +02:00
SirStone 799438bbe9 j133 strafe fire detection: correct the enemy energy delta for the server's +3*power hit bonus and our own damage, never drop a too-large drop (TR_STRAFE_FIRE_FIX, default on); catch 98.89%->100% of enemy fires on the 70-battle corpus 2026-09-26 12:18:21 +02:00
SirStone cc332138b3 j131 learned movement: real bullet-endpoint resolution (TR_LEARNED_REAL_EVENTS, default off) + exact-geometry Gate A/B (inversion NOT fixed; state still the constraint) 2026-09-26 11:54:11 +02:00
SirStone 61def1c3e9 j130 learned movement: outcome label (P(hit|state,g)) mode + Gate A; pre-registered outcome arms 2026-09-26 11:27:03 +02:00
SirStone 752d3a3829 j129: virtual-bullet debug overlay (TR_VBULLET_DEBUG, default off) - travelled path, predicted aim ring, hit/miss vector; shared turret colour table 2026-09-26 11:02:39 +02:00
SirStone a436e9f16a j128 learned movement: state-conditional counted-SBC wave danger (TR_MOVEMENT=learned, default-off), offline gate + pre-registered panel arms 2026-09-26 10:42:10 +02:00
SirStone 6fd5fe6328 j127: forced-share allocator (TR_RACK_SHARE, default-off) + allocation batch pre-registration 2026-09-26 10:13:22 +02:00
SirStone 2d8b7d7875 j126: read bot settings from a .env file (default ./.env, --env-file flag, TR_ENV_FILE); file wins over shell leftovers, boot report labels (source: .env) 2026-09-26 09:08:39 +02:00
SirStone 2a98aba91b gun j123 Task A+B prereg: expose Pattern's TR_PATTERN_LEN/TR_PATTERN_DEPTH (default parity) and pre-register the 6-arm match-parameter sweep 2026-09-26 04:01:51 +02:00
SirStone 7311aaef5a movement j119 Task A: make the shipped TFIL heat shape env-overridable (default path byte-identical) 2026-09-26 01:38:51 +02:00
SirStone 0f5cfe37b2 surf: wire the dormant wave surfer as TR_MOVEMENT=surf + fix 4 real defects
common_libs/movements/wave_surfer.nim was written in an early session and
never wired to the bot. This connects it exactly like tfil/strafe and fixes
the defects a full read found:

  1. the dodge direction was INVERTED: the perpendicular was built from the
     bot->enemy bearing while GF lives in the enemy->bot frame, so the bot
     moved toward MORE danger. Now built from the wave's origin->bot bearing:
     +90 provably increases GF.
  2. the danger histogram was never reset (resetRound cleared waves only), so
     it was a battle-long static average. Now reset to the uniform prior each
     round.
  3. fire detection tracked only the current target's energy via one scalar;
     now per-enemy (seq[(id,energy)]) so melee target switches cannot invent
     or hide waves.
  4. the wall penalty projected a point from the wave origin, not from the
     bot, making the wall test meaningless. Now projects the bot->candidate
     direction.

Wave speed uses the actual firepower (the one-tick energy drop IS the
firepower, so speed = 20 - 3*drop is exact). Adds TR_SURF_* knobs and
registers them in the env report. Shipped TR_MOVEMENT=tfil default untouched
(test_tfil_commit_env: 30/30 pass; test_env_report: pass).
2026-09-26 00:10:24 +02:00
SirStone ccff7e3e4a STRAFE: curved wings + guaranteed wall/corner escape; shipped TFIL default untouched
Task j112. Two changes to the TR_MOVEMENT=strafe engine, both OFF the shipped
tfil path; the binary default is still tfil.

CURVED WINGS: the candidate set was the straight 1-D line through the bot, which
a bounded segment always terminates at a wall. It is now an adaptive parabola
with the vertex on the bot:
  point(y) = bot + yhat*y + xhat*kappa(y)*y^2
xhat is the unit vector away from the nearest wall(s) (summed inward normals, so
a corner yields the diagonal). kappa grows as the wall approaches and saturates
at TR_STRAFE_KAPPA; every wing point is clamped inside TR_STRAFE_WALL_SAFE, so
the wing FLATTENS and runs parallel to the wall instead of touching it. In open
space kappa == 0 and the wing is exactly the old straight line. The wing chord
at the reach tilts the heading band toward the interior by atan(kappa*reach)
(capped by TR_STRAFE_WING_MAX); the body still only turns slowly to follow that
tangent, never to face the target, and reversals are still setForward sign flips.

GUARANTEED ESCAPE: with every candidate over threshold the old fallback minimised
pathMaxHeat, whose gradient points AT the wall (the shortest path has the least
wall exposure), so the least-hot tile was the adjacent one and led further along
the wall. Near a wall the picker now ranks by the DESTINATION (farthest from the
wall, then coolest tile) and commands the sign whose velocity has a positive
component along the wall-away normal. That sign is re-asserted EVERY tick, so
speed*heading . away >= 0 while escape is active: the clearance cannot fall.
mode=escape reaches the [strafe] log. A mild wall-margin bias
(TR_STRAFE_WALL_BIAS) prefers higher-clearance tiles when near a wall.

GUI/log: the curved wings are drawn as an orange polyline (candidates follow the
curve), a white ray + ESCAPE label marks the escape, and the [strafe] line now
carries wall=<dist> kappa=<..> mode=<pick|fallback|escape|radial>.

Gates (offline, kinematic replay of the DrussGT fixtures; see
common_libs/tests/measure_strafe_wings.nim, plus the reused j108/j111 gates):
wall occupancy (within 54 px) falls 25.6->4.3 / 18.3->4.1 / 23.8->4.3 / 27.8->4.7
percent and the longest continuous wall run 191->31 / 49->25 / 208->47 / 246->27
ticks; corner-region occupancy 4.7->0.0 percent with the longest corner run
71->7. The escape sweep (3520 start x heading x enemy runs, 110k escape ticks)
shows ZERO per-tick guarantee violations and a worst corner run of 21 ticks.
Open-space parity is bit-identical (kappa == 0), reversals are still sign flips
(0 non-sign commands), and mean turn/speed are unchanged (OFF 4.42 deg/tick,
31.3 percent no-turn vs ON 4.45 / 30.7; reversal-interval entropy 5.309 -> 5.311
bits). The fixtures are OPEN-LOOP, so these are veto-capable checks, not a live
win claim.
2026-09-25 23:51:12 +02:00
SirStone ed25ce29ad STRAFE: range control (tilt) + corner-stall escape; shipped TFIL default untouched
Task j111. Two changes to the TR_MOVEMENT=strafe engine, both OFF the shipped
tfil path; the binary default is still tfil.

RANGE CONTROL (a hypothesis under test, no default changed elsewhere):
the body is still pinned ~perpendicular to the threat, but the line is tilted
by the range error: lineAngle = threat + 90 + appliedTilt, with the tilt zero
inside +/-TR_STRAFE_RANGE_TOL around TR_STRAFE_RANGE (200 px, chosen because it
is exactly TR_POWER_FAR_DIST) and clamped to +/-TR_STRAFE_TILT_MAX. A tilt alone
cannot change range (the picker chooses both ends at random), so the picker also
PREFERS the end that reduces |distance - target| with a probability that grows
with |tilt|; both ends stay possible. The tilt sign is aligned to the ENEMY
bearing, since  is the bullet direction (roughly its opposite) when a
bullet is in flight. Knobs: TR_STRAFE_RANGE (200), TR_STRAFE_RANGE_TOL (25),
TR_STRAFE_TILT_MAX (15), TR_STRAFE_TILT_GAIN (0.10), all registered in
env_report.nim (emit + knownEnvNames). NOT claimed to be better: j107 measured
that drifting 25-30 px closer made damage/run and wins WORSE.

CORNER STALL (a real defect): a line whose in-arena candidate set was empty set
targetValid=false and kept driving on the last sign, so the bot could oscillate
inside a corner tile forever. Three defenses: (1) a deterministic corner guard
projects the outward component off the line whenever BOTH ends are outside, so
the line becomes wall-parallel and a candidate always exists; (2) a degenerate
line (<=1 candidate) falls back to a radial search for the coolest in-arena
tile and commits the sign; (3) a commanded move with no displacement for
StuckFlipTicks (5) ticks flips the sign. Both warnings now reach the [strafe]
log.

GUI/log: the tilt is drawn as the existing strafe line (it is lineForward), plus
a green/red ray toward the enemy (length = |distance-target|) and white text
d=.. tgt=.. tilt=..; a red disc marks a stuck tick. The existing overlays and
the j110 heat grid are unchanged.

Gates (offline, kinematic replay of the DrussGT fixtures; see
common_libs/tests/measure_strafe_range_stall.nim): on the j110 field all four
corners that were 100% confined inside 72 px / 22.6 px max before now escape
(<=2.6% confined, 209-741 px); the achieved |distance-200| falls on 3 of 4
fixtures (mean -16% to -30%); mean |turnRate| and the 8.00 px/tick speed are
essentially unchanged (no-turn property survives). Reversal-interval entropy
falls 5.85 -> 5.31 bits (still above TFIL's 5.09): the range bias costs some
reversal randomness while closing.
2026-09-25 23:39:28 +02:00
SirStone 1ea84f5b6e STRAFE: draw the heat field, real bullet danger, corrected ring comment
Three defects the owner hit as "no heat tiles anymore" under TR_MOVEMENT=strafe.

1. The strafe overlay drew ONLY the tiles on its strafe line, so the computed
   heat field was essentially invisible. It now draws the WHOLE field exactly as
   TFIL does (every non-zero tile, yellow->orange->red ramp by field max, integer
   value label) behind the same debugGraphics flag, with TR_STRAFE_HEAT_GRID=0 to
   hide it. The strafe overlays draw on top, unchanged.

2. STRAFE carried the SHIPPED bullet constants (core 10 / aura 5), so a bullet's
   own heat sat exactly ON PathDangerThreshold (10.0) and a bullet was never
   dangerous on its own in this mover; it only ever bit through its corridor.
   Defaults are now the retune's 20/10, exposed as TR_STRAFE_BULLET_CORE /
   TR_STRAFE_BULLET_AURA.

3. The ring mover's header documented CorridorHeat 5.0 / WallHotness 10.0 while
   the code has always been 10.0 / 15.0. A job read the comment and handed out
   sub-threshold heat values, which emptied the field. The comment now states the
   real values and their actual behaviour; no code values changed.

Also sets strafe's heat defaults to the retune shape (bullet 20/10, corridor 10,
wall 15/5, pillar 0), documented with the reason.

Gate A re-run (j110, offline DrussGT fixture, measure_strafe_gates.nim):
  corrected DEFAULT : 24.6% of picks with ZERO safe tile, mean 11.17 safe
  j108 shipped field: 63.4% / 3.70   (reproduced exactly)
  j108 ring retune  :  8.1% / 18.41  (reproduced exactly)
  bullet isolated   : 11.4% / 17.07
The corrected default beats the shipped field but is WORSE than j108's retune
row: the bullet retune alone costs 8.1 -> 11.4, the corridor/wall retune accounts
for the rest. That is the deliberate price of making a bullet dangerous.

Guards green: test_env_report 24 PASS, test_tfil_commit_env 30 PASS (shipped TFIL
default untouched, byte-for-byte), test_tfil_ring_weights 24 PASS. The three new
knobs are registered in the boot env report so the tree-scan guard stays clean.
2026-09-25 23:25:34 +02:00
SirStone dc071b83f3 ModularBot: [result] round/battle outcome log lines (TR_RESULT_LOG, default on)
One greppable '[result]' line per round plus one at battle end, stdout only:
  [result] round 3/7  WE WON    (enemy destroyed)  | us 42.1 energy, them 0.0, 812 ticks | rounds won 3/7
  [result] battle END: rounds won 4/7

Outcome is authoritative from RoundEndedEventForBot.results.rank (1 = winner);
death observations (our onDeath, enemy onBotDeath) and onWonRound refine it
into WE WON (enemy destroyed) / WE DIED (killed) / BOTH DIED (score decided) /
TIMEOUT (score decided). Our own death is reported the instant it happens.
TR_RESULT_LOG registers in the boot env report; default on, only explicit
off-values disable it. No behaviour change - logging/state only.
2026-09-25 22:50:46 +02:00
SirStone a50c0125d5 STRAFE movement: body pinned perpendicular to the threat, reversals by sign flip
New engine movements/strafe.nim, selected by TR_MOVEMENT=strafe (default stays
tfil, byte-identical — test_tfil_commit_env.nim's 30 checks still pass).

Design (the owner's):
- AXIS = incoming bullet's direction when a bullet is in flight, else the
  perpendicular of the enemy bearing. The body heading is kept inside a band
  (TR_STRAFE_BAND, default 20 deg) around the perpendicular LINE; it turns only
  when outside the band, and never turns to face a movement target.
- Candidate tiles on the perpendicular line through our position, both forward
  and backward, within TR_STRAFE_REACH px, with a perpendicular jitter of
  +/- TR_STRAFE_SPREAD tiles. A tile is acceptable when its path max heat is
  <= PathDangerThreshold, the SAME safety rule TFIL uses.
- Move by SIGN only: setForward(+/-MaxSpeed>). Dwell is re-picked after a random
  number of ticks in [TR_STRAFE_DWELL_MIN, TR_STRAFE_DWELL_MAX], on arrival, or
  on a serious threat spike.
- Heat machinery is REUSED from the shipped mover, not re-implemented: the
  exported heatDecay()/bulletMagScale() (j105 time-indexed model) and the
  PillarHotness/PillarRadiance globals (j106 pillar-free default). The heat
  shape is overridable via TR_STRAFE_CORRIDOR_HEAT/WALL_HOTNESS/WALL_RADIANCE
  (defaults = the shipped TFIL field).
- GUI overlay: strafe line, threat axis, candidate tiles (safe/unsafe), chosen
  target, sign-coloured movement ray, and the heading band.

Gates (offline, recorded DrussGT fixture, 20026 ticks):
- A TILE AVAILABILITY: shipped heat field -> a safe tile exists on only 36.6%
  of picks (63.4% fall back to the least-hot tile); the ring retune
  (corridor 5, wall 10/5) raises it to 91.9%.
- B PREDICTABILITY: reversal-interval entropy 5.84 bits vs TFIL 5.09; direction
  entropy 1.00 both; long-lag autocorrelation ~0 for both (no periodic
  component). Fewer reversals (710 vs 1453) and more full-speed ticks.
  measurements: common_libs/tests/measure_strafe_gates.nim

Also registers TR_STRAFE_* in the boot env report (ModularBot_garage/src/
env_report.nim) and wires the engine into ModularBot.nim (hold -> strafe,
ram trigger -> rammer).
2026-09-25 22:38:52 +02:00
SirStone d0750ab020 TFIL: remove the virtual centre pillar from the shipped default; register j102 env reads
The default mover painted a 30/10 radiance blob on the arena centre even
though the arena has NO physical pillar there, creating a 4x4 tile
(144x144 px) exclusion zone over open centre floor. Set
PillarHotness/PillarRadiance to 0/0 in the shipped default (matching the
ring variant) and add TR_TFIL_PILLAR_ON=1 to restore the old 30/10 field
for A/B without a rebuild; registered in env_report.

Because the shipped default legitimately changed, the default-path parity
golden (fixtures/tfil_commit_default.golden) was regenerated from the NEW
default, with an explicit 'deliberate default change' note in the test so
a future failure is treated as a real regression.

Also register the three env reads job j102 added in common_libs/bitbrain
(TR_BITBRAIN_MODE / _DECAY_EVERY / _DECAY_SHIFT), which the env-report
guard was failing on.

Verification: test_env_report all green; test_tfil_commit_env 30/30.
2026-09-25 22:02:00 +02:00
SirStone fca899376e TFIL: time-indexed bullet heat (TR_TFIL_HEAT_TIME, DEFAULT OFF)
Make danger a function of time-to-arrival instead of flat distance. Bullet
core/aura/corridor heat becomes magnitude(power) * decay(dt), dt = along/speed:

  * decay(dt) = exp(-dt/tau) is a function of TIME; a fixed tau projects a
    pixel reach of speed*tau, so fast/weak bullets get a longer slope and slow
    ones a shorter one — derived from speed = 20 - 3*power, not hand-tuned.
    tau = TR_TFIL_HEAT_TAU.
  * magnitude(power) scales the near-end heat with power from DAMAGE
    (calcBulletDamage = 4p, linear in p; SCORE_PER_BULLET_DAMAGE = 1.0). Hit
    probability is FLAT across power (docs/env_reference.md), so risk does not
    justify power scaling — the cost of the hit does. Floored at 1.0 so a weak
    bullet's near end is never less dangerous than the flat model.
    Gain = TR_TFIL_HEAT_POWER_GAIN.

Every source is already f(dt), so the time-indexed planner (evaluate a cell at
the tick the bot would ARRIVE, i.e. heatDecay(dt - arrivalDelay)) is a one-line
change. It is intentionally NOT implemented here.

Default path is byte-identical: with TR_TFIL_HEAT_TIME unset both factors are
exactly 1.0 (IEEE x*1.0 is exact), and the committed golden replay in
common_libs/tests/test_tfil_commit_env.nim (20,026 ticks) still passes
byte-for-byte against the pre-change mover. The debug corridor outline is also
drawn only to the model's reach when enabled, so the GUI shows the shortening.

Offline field measurement (common_libs/tests/measure_tfil_heat_time.nim,
46,054 fixture ticks, tau=9/gain=1): corridor reach drops from 443px
wall-to-wall to 143px mean (32% retained); fraction of tiles > 10 goes
0.61 -> 0.57; largest contiguous safe region 118 -> 140 tiles; mean
distance-to-nearest-safe-tile 49 -> 42px. Saturation stays high because wall
radiance + pillar alone are 44% of tiles over threshold and are untouched.

Registers the three knobs in env_report (report + known-name set).
2026-09-25 21:47:54 +02:00
SirStone 2747ebd323 BitBrain: TR_BITBRAIN_GAINS env knob (candidate set + fixed-gain degenerate)
Task A of campaign phase 2: the lead-gain candidate set is now pure env, so the
live arms need no recompile.

- common_libs/guns/bitbrain_gun.nim: BB_GAINS_ENV (TR_BITBRAIN_GAINS); the
  candidate list is parsed once at gun construction into a dynamic seq, so the
  hit counts/hit rates are sized to it. Unset/unparsable -> the shipped
  BB_CAND set [0,0.25,0.5,0.75,1.0] (byte-identical behaviour). Exactly ONE
  candidate degenerates to a FIXED gain applied from the first shot (learning
  bypassed), still gated to the long bands. parseGains clamps to [0,8],
  de-dupes and sorts so the argmax tie rule is unchanged. The [bb] line now
  prints the APPLIED gain AND the resulting angular shift, so a run's
  correction is auditable from stdout.
- ModularBot_garage/src/env_report.nim: emit TR_BITBRAIN_GAINS (resolved
  candidate set) and add BB_GAINS_ENV to the known-name list.
- tools/ab/arms_leadgain.txt: the 6-arm phase-2 sweep definition.
2026-09-25 00:15:27 +02:00
SirStone 795a0e59fe BitBrain gun (id 16): Pattern-relative ADE+SBC aim corrector, default off
Wire the verified common_libs/bitbrain ADE+SBC library into ModularBot as a
fine-grained angular corrector on top of Pattern's prediction, the shape the
offline gate test measured (argmax readout over N correction classes).

- common_libs/guns/bitbrain_gun.nim: new gun. Input = the existing TMHorizon
  53 bits (tmhBaseBits + tmhLits); output = argmax class centre over
  +-TR_BITBRAIN_RANGE, applied by rotating the Pattern point around the shooter
  exactly as tmhApplyShift does. Label = the +h-tick fact from TmHorizonGun's
  own observation ring (never across a round). Prequential (defer + resolve).
  AD layer synthesised online for our binary inputs (center=0): heuristic
  cold-start thresholds + running-histogram ~1% percentile init + the library's
  adaptThresholds. Memory modes perRound (default, measured best) / retained /
  decay (periodic partial SBC wipe). Lazy network build + local RNG, so the
  default path builds nothing and consumes no global randomness.
- tm_horizon.nim: export tmhUpdateHistory and add tmhObservedAt (label seam).
- selector.nim: register BITBRAIN at rack id 16, default rmOff, in the SAME
  commit as the id and the wiring (the aed579b admission bug is not repeated).
- ModularBot.nim: id 16 wired through predict/spawn/onResult/resets/colors,
  arrays grown 16->17, spawn gated on rack admission, per-round/per-battle/
  target reset hooks.
- env_report.nim: report every TR_BITBRAIN_* knob + add names to the known set.
- tests: update the rack length literals; new test_bitbrain_registration
  (default-parity: off, lazy, global-RNG clean).

Guard counts unchanged: rack 48, tm_pattern_registration 20, vbullet_admit 12,
env_report 25, and the rest of the suite green.
2026-09-24 22:25:04 +02:00
SirStone 19bf4610e4 TFIL: env-gated commitment arms (tile-replan cancel is a bug)
The tile-change replan cancels the 15-tick movement commitment whenever OUR
tile changes. With GridSize=36 and speed up to 8 px/tick that is every ~5
ticks, so the commitment is cancelled by the motion it commands (measured:
96.9% of picks were tile-change replans, 33.8% of picks reversed direction).

Adds four env knobs, every default reproducing the shipped mover
byte-for-byte:
  TR_TFIL_TILE_REPLAN  self (default) | off | enemy
  TR_TFIL_COMMIT_TICKS 15 (default)
  TR_TFIL_NO_REV       0 (default)
  TR_TFIL_COMMIT_LOG   off (default, JSONL per-tick diagnostics)

- `off` honours the commitment; the danger replan stays the safety valve.
- `enemy` keys the cancel to the TARGET's tile displacement (the intent the
  original comment claimed).
- `TR_TFIL_NO_REV` down-weights (never filters) tiles >90 deg from the travel
  direction; the pool can never be emptied.

Default-path parity is guarded by test_tfil_commit_env.nim, which replays
tools/fixtures/tr_drussgt_vs_modularbot.jsonl and diffs every move command
against a golden generated from the pre-change build (git archive f842ac0).
env_report known-name list updated for the four new names.
2026-09-23 23:28:45 +02:00
SirStone f842ac0f76 Env report Part 2: warn on misnamed env vars (unknown + compile-time defines)
The boot report printed the raw env and the resolved values, but it never
told the user when a name was WRONG - which is the failure mode that cost
real time: `TMH_NSTATES` was exported as an env var although it is a
compile-time `{.intdefine.}` (`guns/tm_horizon.nim:102`), so the export was
a silent no-op. Add the two warning paths, both boot-only and stdout:

  * unknown TR_*/GUN_* names are named explicitly. The known set is built
    from the modules' exported env-name constants; the remaining inline
    reads are listed once, and common_libs/tests/test_env_report.nim scans
    the tree and fails if a name read anywhere is missing.
  * any `{.intdefine.}`/`{.strdefine.}`/`{.booldefine.}` symbol present as
    an env var is flagged, with the real runtime equivalent when one exists
    (`TMH_NSTATES` -> `TR_TMHORIZON_NSTATES`) and an explicit "does not
    exist - this knob is compile-time only" when it does not. The map is
    derived by grepping the tree; the same test re-greps and fails on drift.

Warnings are emitted only when the env is dirty, so a correct run keeps the
documented A/B/build shape. TR_ENV_REPORT=0 still suppresses everything.

test_env_report.nim: 25 checks (known set, pure helpers, tree literal scan,
tree define scan). All 15 existing guard tests keep their exact counts.
2026-09-23 08:38:37 +02:00
SirStone 9bf3005850 Boot-time env report + fix the env reference
The bot is spawned by the server/GUI, so it inherits the SERVER's
environment. The user could not tell whether their exports reached the
bot, so print a one-shot greppable report at boot:

  grep '^\[env\]' /tmp/modularbot_stdout.log

Section A prints every TR_*/GUN_* this process actually received, the
count vs the total env size, a loud warning when nothing matched, and
the process identity (pid/ppid, cwd, self command line, and the PARENT
command line) so the spawn trap is obvious. Section B prints the
resolved effective value of every documented knob with its source
(env|default), including clamps and the rack's empty-set fallback.
Build identity (NimVersion, compile date/time, binary path/size/mtime)
pins the exact artifact. Suppress with TR_ENV_REPORT=0.

docs/env_reference.md: add the missing GUN_SHOTLOG_PATH,
GUN_SELECTOR_MINOBS/FLOOR/POOL/RANK/SHRINK/SEED, TR_ENV_REPORT and
-d:TM_NCLAUSES; record the measured TR_TMHORIZON_WINDOW verdict; and
add a prominent 'Did my env vars actually reach the bot?' section with
the boot report, the /proc/PID/environ no-code check, the correct GUI
launch recipe, and how to prove the trap deliberately.
2026-09-23 08:22:04 +02:00