Commit Graph

19 Commits

Author SHA1 Message Date
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 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 7f6ccfb015 Ring mover heat retune (author: the user) - dodge bullets, ignore walls/centre,
re-plan 3x more often

Uncommitted working-tree change in `the_floor_is_lava_ring.nim`, confirmed by the
user as theirs. Committing it so it stops appearing in every job's `git status`.

WHAT IT DOES - a coherent "be far more afraid of bullets" strategy:
- BULLETS 2x hotter: BulletCore 10 -> 20, BulletAura 5 -> 10.
- Walls weaker and thinner: WallRadiance 10 -> 5; the `WallHotness` default
  10 -> 15 (so the heat falls off over ~3 tiles instead of 1, with a higher peak).
- CENTRE PILLAR DISABLED: PillarHotness 30 -> 0, PillarRadiance 10 -> 0, so the
  bot may now use the middle of the arena instead of treating it as a no-go zone.
- MUCH more reactive: CommitTicks 15 -> 5 and MinCommitTicks 5 -> 0, i.e. the
  dodge target is re-chosen 3x more often and a replan is allowed immediately.
- `CorridorHeat` default 5 -> 10.

This applies ONLY to the ring mover, which is NOT the shipped movement (the default
is `tfil`), so the shipped bot is unaffected.

TWO FACTS RECORDED, not objections - it is the user's call:
1. `CorridorHeat = 10` now EQUALS `PathDangerThreshold = 10`. The earlier measured
   taming set it to 5 precisely so a single corridor could no longer poison a path
   on its own (a corridor at 10 puts every tile along it at/over the threshold).
   That is part of what lifted the "band-weightable" fraction from 10.8% to 26.5%.
   At 10 the range weighting gets less to work with.
2. UNMEASURED: this retune has not been A/B'd. The ring mover it modifies was
   itself measured as a glass cannon (best offline hit rate, but round wins
   16/49 -> 6/49, p=0.012). The two changes push in the same direction - hotter
   bullets and more frequent replanning mean MORE dodging and LESS time spent
   closing to the 100-200px band where our hit rate peaks (27% vs 5% at 450px).
   Worth an A/B before drawing conclusions, but it is an experiment, not a
   shipped change.
2026-09-23 00:30:52 +02:00
SirStone eb74f9b2e3 Ram: finisher-only by default, and the bullet-rain abort now measures real energy
Follows the diagnosis that proactive straight-line ramming CANNOT work: both bots
have MAX_SPEED=8, so a pursuit cannot catch an evading equal-speed opponent.
Measured over 49 rounds per arm, opportunity -> contact was **0/6** (base), 0/40
(ring), 0/12 (ringhot). The only proactive conversion in the whole corpus came
from a FINISHER, and only because a <20-energy DrussGT stops fleeing (that episode
closed at 6-8 px/tick). Opportunity episodes never got below ~80px; one ran the
full 60-tick duration cap and closed only 198->171px; a perfectly aligned
full-speed one closed 195->114px then plateaued.

CHANGES
- **Finisher-only default.** `finisher` (<20 energy, dist<300, we are healthier)
  and the rare `desperation` (both <5, dist<150) are kept; `opportunity` and the
  speculative `plan` are OFF. Both are env-reenableable with no rebuild:
  `TR_RAM_OPPORTUNITY=1` (tune via TR_RAM_OPP_DIST/MARGIN) and `TR_RAM_PLAN=1`.
  Justification: it removes 100+ non-converting episodes per fixture at zero
  measured loss (oldram vs base was p=0.69, damage 279 vs 284, survival 17/49 vs
  16/49) - and each of those episodes spent up to 60 ticks driving STRAIGHT at
  the enemy, abandoning the mover's dodging and disrupting aim.
- **`desperation` KEPT** deliberately: it is cheap and rare, fires only when both
  bots are nearly dead at short range (a coin-flip where 0.6 contact can decide
  it), and it is not the refuted straight-line pursuit.
- **THE BULLET-RAIN ABORT WAS DEAD CODE AND IS NOW FIXED.** `onHitByBullet`
  accumulated raw bullet FIREPOWER while `TR_RAM_ABORT_DMG = 0.5` was documented
  as a DAMAGE rate - so the bar was implicitly "sum of power > 7.5 over 15 turns"
  and the maximum rate ever observed was 0.27. It now accumulates REAL ENERGY via
  a `bulletDamage(power)` helper matching the server's `4p` / `6p-2` formula, and
  `TR_RAM_ABORT_DMG` defaults to **2.0 energy/turn** (~30 HP over 15 turns):
  "abort an in-progress ram if we take > 2.0 energy per turn". Same effective bar
  for normal firepower, and it can now actually fire - the live run reports
  `dmgRate=1.07/turn` where the old units said 0.27.
- **`ramStuckTicks` REMOVED.** It required `dist < 5px`; contact occurs at ~36px
  (two 18px radii) and position rewind prevents getting closer, so it could never
  increment. Only the 60-tick duration cap can now self-end a ram.

LIVENESS (measured, default config, vs a charging Java RamFire, 3 rounds):
  default              -> `[ram] ON reason=finisher` x3, `reason=opportunity` x0
  TR_RAM_OPPORTUNITY=1 -> `reason=opportunity` x4, `reason=finisher` x2
So the opportunity states DID occur and are suppressed by the new default - the
removal is real, not an arm that never fires. A line also read
`[ram] OFF reason=duration dmgRate=1.07/turn`, confirming the new energy units.

Adds docs/ramming_negative_result.md (70 lines) recording the question, the five
diagnostic answers, the geometric reason, the finisher exception, the two dead
code paths, and an explicit "do not re-attempt a proactive straight-line ram; if
point-blank forcing is ever wanted it is an INTERCEPTION/cornering movement
problem" note - the same pattern that stopped the corpse bug recurring.

Guards: test_ram_decision 40 (was 28), test_gun_harness 39, test_vbullet_metric 11,
test_power_selection 3, test_adaptive_radar 41, test_tfil_ring_weights 24,
test_power_policy 26, test_rack_membership 48, test_selector_tiebreak 19,
test_tm_pattern_registration 20, test_vbullet_admit_gate 12,
acceptance_offline_vs_online 12/12. ModularBot compiles.

Honest note: the abort-threshold fix is a real (tiny) behaviour change, NOT
measured-neutral - it only bites while a finisher ram is under sustained fire,
which is exactly the user's stated wish. The finisher-only removal itself is
measured-neutral per the given A/B.
2026-09-22 08:14:03 +02:00
SirStone 994f88d7a7 ramming: make the decision PROACTIVE, with a bullet-rain abort
The user watched 1v1 and melee runs and saw ram opportunities arise that the bot
declined: "there were moments where the bot could jump over the enemy and shred
it but shot it down instead."

DIAGNOSIS - a chicken-and-egg loop. `ramOpportunity` required dist < 50px, but
an offline measurement over 15 rounds vs DrussGT found the closest approach was
118.7px and the <50px trigger had NEVER fired: the mover has no reason to close,
so the trigger waited for a proximity nothing created. The MECHANISM to close
already existed (the ring mover expresses a ram as band=(0,50)); what was
missing was a decision that fires at a range the bot can actually close from.

Changes:
- opportunity gate relaxed: dist 50 -> TR_RAM_OPP_DIST (200), energy margin
  +30 -> TR_RAM_OPP_MARGIN (15). Both env-tunable, no rebuild needed.
- New pure module `common_libs/movements/ram_decision.nim` holding the trigger
  and abort logic (no battle/API deps), so it is unit-testable.
- BULLET-RAIN ABORT (the user asked for this earlier): `onHitByBullet` now
  accumulates `e.bullet.power` into a 15-turn ring; damageRatePerTurn = sum/15;
  an in-progress ram aborts when rate > TR_RAM_ABORT_DMG (0.5/turn). On abort:
  isRamming=false, cooldown 30, TARGET KEPT, and the mover returns to the normal
  range band. It never stops the bot.
- Opt-in, DEFAULT-OFF `plan` trigger for "change of plan when the gun duel is
  failing" (dist<250, margin+20, selected gun's pooled virtual rate < 0.05).
  Left off because a cold gun reads 0.0 and would qualify - speculative.
- `TR_RAM_LOG=1` change-gated line: `[ram] ON reason=opportunity dist=143
  selfE=78 enemyE=41 cap=3.0 band=[0,50]` / `[ram] OFF reason=bulletRain`.
- Existing cooldown/duration/stuck machinery untouched (stuck>10 or duration>60
  -> abort + cooldown 30). A refactor bug that briefly DROPPED the
  `ramCooldownTicks == 0` gate was caught and fixed.

Trigger set (first match wins): finisher (dist<300, enemy<20, we are healthier);
opportunity (dist<200, we lead by 15+); desperation (both <5, dist<150); plan
(off). All require enemy>0, a valid target, and no cooldown.

Proof the intent now fires at a closable distance (28/28 unit checks):
  PASS: opportunity fires at dist 143 with a 37-energy lead   <- the exact case
  PASS: old gate (dist<50, margin+30) does NOT fire at 143    <- the old bug
  PASS: fires at 199px / does NOT fire at 201px
  + margin, finisher priority, desperation, plan on/off, window mean, abort
    threshold checks.

HONEST FRAMING: ram damage is 0.6 per CONTACT EVENT, one-shot (collision
resolution rewinds positions so contacts do not stream) - small next to a p=3.0
bullet hit (16). The payoff is that point-blank forces hit probability toward 1,
so heavy bullets stop missing and E[dE]=p(3P-1) turns positive above P=1/3; ram
damage also scores 2.0/point (highest in the game) and a ram kill carries a 0.30
bonus vs 0.20. So this is "force the fight to point-blank", not "the ram shreds
them". Base rate is rare (2 collisions in the whole fixture corpus).

Guards: test_ram_decision 28 (new), test_power_policy 26, test_gun_harness 39,
test_vbullet_metric 11, test_power_selection 3, test_adaptive_radar 41,
test_tfil_ring_weights 24. Compiles (release).
UNVERIFIED: the live effect. No A/B has run, and whether the mover actually
reaches contact is unproven.
2026-09-22 00:24:45 +02:00
SirStone 9caf1d3728 movement: range-weighted TFIL variant + tamed heat field (opt-in, default unchanged)
New mover `the_floor_is_lava_ring.nim`, a COPY of `the_floor_is_lava.nim` (which
stays byte-identical - the user explicitly wants the current TFIL preserved).
Selected only via `TR_MOVEMENT=tfil_ring`; the default stays `tfil`.

WHY: our measured real hit rate vs DrussGT is strongly range-dependent - 21.6%
at 0-100px, 27.1% at 100-200px, 19.3% at 200-300, 10.9% at 300-400, 6.8% at
400-600, 5.4% at 600-800 - but we shoot from ~450px on average. Plain TFIL has
no range preference at all.

THE ONE CHANGE: the final tile draw is re-weighted toward a target band.
  rangeW(d) = 1.0 if lo<=d<=hi; exp(-((lo-d)/K)^2) if d<lo; exp(-((d-hi)/K)^2) if d>hi
  w_i = rangeW(d_i)^(1/T);  chosen ~ Categorical(w)
FLAT TOP on purpose: a Gaussian centred on the band midpoint would collapse the
band to a point and destroy the within-band hedge. `T` is the only knob;
`TR_TFIL_RANGE_TEMP=0` gives plain `rand(candidates.high)` - the exact control
arm. Safety stays a HARD constraint: the weighting only reorders the draw among
the pool the old code already accepted, so it can never pick a tile the old code
rejected (monotone refinement). Small pools (<4) stay uniform.
Randomness is deliberately KEPT: a measured A/B showed committing to the "best"
tile made real hit rate WORSE (7.02% -> 5.10%), so the distribution is tilted,
never removed.

HEAT TAMING (ring copy only; env-overridable):
  TR_TFIL_CORRIDOR_HEAT  20.0 -> 5.0
  TR_TFIL_WALL_HOTNESS   30.0 -> 10.0
Rationale, measured: `CorridorHeat=20` is TWICE `PathDangerThreshold=10`, so a
single corridor could poison a path by itself; `WallHotness=30` with
`WallRadiance=10` put the outer two tile rings over threshold on their own.
Per-source shares of total lava: wall 60.6%, corridor 25.4%, pillar 7.4%,
everything else <3%.

MEASURED EFFECT (primary fixture, 20,026 ticks / 15 rounds, field identity
verified max diff 0.000e+00):
  metric                        original(20/30)   ring(5/10)
  band-weightable ticks              10.79%         26.45%
  mean safeTiles/tick                 15.19          85.04
  ticks with 0 safe (pre-fallback)    58.5%           7.5%
  safePool >= 4                       39.05%         92.47%
  >=1 safe tile in 100-200px          11.84%         26.64%
  MEAN CLOSEST-SAFE-TILE DISTANCE    397.78px       284.84px
  tiles > 10 threshold                 0.61           0.15
The 397.78px figure is why the bot stayed far away: the safety filter left
nothing safe near the target, and 397px is our WORST range. Control: setting
corridor=20 wall=30 reproduces the original baseline exactly.
CEILING, honestly: even at corridor 0 / wall 0 only ~40% of ticks are
band-weightable, so no constant tweak fully unlocks the range weighting.

Ram unification: the ring mover takes a `band` field; ramming becomes just
`band=(0,50)`, so there is one movement engine. The `tfil` path is unchanged.

Observability: magenta annulus at the band edges, candidates tinted by weight,
chosen tile marked; one `[tfil_ring]` log line on change (now including
corridorHeat/wallHotness).

Guards: test_tfil_ring_weights 24/24 (new, pure, no battle), test_gun_harness 39,
test_vbullet_metric 11, test_power_selection 3, test_adaptive_radar 41.
UNVERIFIED: the mover's live effect. It has not been run in a battle yet.
2026-09-21 23:46:47 +02:00
SirStone 2cc2a3bd87 fix(ModularBot): ram loop prevention, dead-target guards, cleaner logging
- 30-tick cooldown after ghost-stuck/timeout ram exit prevents re-entry loop
- enemy_tracker.update() skips dead bots to prevent same-tick scan resurrection
- TFIL graphics cleared when ramming is active movement
- [config] logs: white base with green-highlighted changes only
- [ram:enter] logs trigger reason and key values on false→true transition
- [death] and [target-invalid] logs retained for diagnostics
2026-09-20 20:44:45 +02:00
SirStone 1f8574db1d fix(rammer): rewrite heading logic — correct forward/backward steering toward enemy 2026-09-20 13:43:35 +02:00
SirStone c90874affd refactor(movement): extract ram to harness — phantom meteor dodge-only, rammer module via harness decision
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
2026-09-20 12:36:09 +02:00
SirStone ae9a5fec6d feat(movement): multi-enemy awareness — phantom meteor + minimum risk track all enemies
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
2026-09-20 12:28:27 +02:00
SirStone f06b263ae5 feat(phantom_meteor): aggressive ram — wider thresholds, desperation mode
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
2026-09-20 12:25:12 +02:00
SirStone 30d00ba163 feat(movement): dodge timing, wall avoidance, distance control, ram finisher
PhantomMeteor:
- Ram finisher: charge at enemy when <200px and their energy <10
- Ram opportunity: charge when <60px and we have >20 energy advantage
- Integrated gunheat tracker for 1-2 tick earlier wave detection
- Distance control: smooth linear ramp toward preferred engagement distance
- Phantom range expanded 150→250px to catch closer threats

WaveSurfer:
- Wall-aware dodge bin selection: penalize bins leading off-arena
- Dodge timing: predict future position 15 ticks ahead for safety
- Distance control: radial blend when outside deadband (350±50px)
- Wall escape: invert strafe if pushing further into wall, blend toward center

ModularBot:
- Wired KNN gun (purple/magenta)
- Shadows tracked for movement (safer GF prediction)
- Bullet lifecycle management (onBulletFired/onBulletHitBot/onBulletHitWall)
- Unified phantom_meteor movement (wave_surfer unplugged)
- Config logging on round start + gun switch

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
2026-09-20 11:59:05 +02:00
SirStone fbf9414375 feat(ModularBot): rammer movement + averaged-lead gun, 12 guns
- Ram movement: drive straight at enemy (not wired, needs selector)
- Averaged-lead gun: mean of linear+circular+wall-bounce predictions
- 12 guns total, battle-tested

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
2026-09-20 01:46:52 +02:00
SirStone d27efd3f9a feat(ModularBot): random-oscillator movement module + battle tests
- Random-oscillator: perpendicular strafe with randomized reversal timing (15-45 ticks)
- Not wired (needs movement selector)
- Battle-tested 10-gun bot vs RamFire, Corners, VelociBot

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
2026-09-20 01:39:49 +02:00
SirStone ebe5b1b7f1 feat(ModularBot): anti-surfer gun + wave-surf movement module
- Anti-surfer gun: inverse GF targeting for wave-surfing enemies
- Wave-surf movement: danger histogram dodge (not wired yet, needs movement selector)
- 7 guns total, battle-tested

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
2026-09-20 01:28:29 +02:00
SirStone 1ed7797cb6 feat(ModularBot): 6 guns, pattern matcher, melee modules, adversarial bots
- New guns: guess-factor (GF histogram), pattern-matcher (movement tape replay)
- New modules: minimum-risk melee movement, spinning melee radar
- New test bots: PatternMover, RandomMover, WaveSurfer
- Fixed: FeedbackEvent now carries actualX/actualY for proper GF learning
- Fixed: TM gun warmup gating + directional residuals
- Fixed: circular gun integrated formula + multi-bin omega cache
- Fixed: oscillator wall-bounce lockout
- Fixed: phantom meteor perpendicular body orientation
- 6/6 battle wins across all enemy types
2026-09-20 00:59:53 +02:00
SirStone 254c7dc997 feat(ModularBot): pluggable bot with 4 guns, phantom meteor movement, radar harness
- Gun harness: virtual bullet tracker, rolling fitness, auto-selector
- Guns: head-on, linear (extrapolation), circular (integrated formula), tsetlin machine (learning)
- Movement: phantom meteor gravity engine (danger histograms, phantom bullets, fire detection)
- Radar: harness + radar_lock adapter
- Color-coded modules: turret/bullet color per gun, body per movement, scan per radar
- Beats Target, SpinBot, Crazy, TrackFire in 10-round battles
2026-09-20 00:37:10 +02:00