KobiiCraft Studio
Phase 3 · semantic indexing · auto-adapt

Curate viral output. Approve, reject, retrain the engine.

Cada veredicto actualiza el peso del profile. Cada crítica se traduce en un ajuste real de los hooks de edición (7 parámetros). Generar variante re-rolla una captura del GEX44 con los pesos actuales en < 60s.

Review latest capturesSee learned parameters
Clips captured
44
Passed sentinel
44
Profiles seen
3
Feedback signals
28

Attention engine — current weights

inferred from 28 verdicts

mundicraft stadium bernabeu aaa

w 18%
+5 approve−23 rejectn=28

“hola socio”

Editor parameters · learned from critiques

8 deltas applied
hook_duration_msdefault 1200
800
-400.00 vs default
brightnessdefault 0
0.08
+0.08 vs default
camera_speeddefault 1
1.00
music_intensitydefault 0.7
0.70
block_densitydefault 1
1.00
fov_degdefault 80
84.00
+4.00 vs default
render_fps_targetdefault 30
30.00
History · last 8 deltas
  • 22:56:05fov_deg88.00 → 84.00Plano abierto → cerrar FOV
  • 22:56:05fov_deg84.00 → 88.00Plano cerrado → ampliar FOV
  • 22:37:27fov_deg80.00 → 84.00Plano cerrado → ampliar FOV
  • 22:05:18fov_deg84.00 → 80.00Plano demasiado abierto → cerrar FOV
  • 22:05:18fov_deg80.00 → 84.00Plano cerrado → ampliar FOV
  • 22:05:18hook_duration_ms1000.00 → 800.00Hook arranca lento → acortar duración
  • 22:03:13brightness0.00 → 0.08Demasiado oscuro → subir brillo
  • 22:03:13hook_duration_ms1200.00 → 1000.00Hook arranca lento → acortar duración

Latest captures

44 clips · avg fidelity 95%

smoke v100 final

23/05/2026, 20:04:45

fid 0
Clip poster
Blocks
0
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—
Render
—

stadium bernabeu aaa

30/04/2026, 23:49:54

fid 100
Clip poster
Blocks
7,287
Stage
(200,180,200)
Render
104.3s
Δ 10.71 dB · S 0.373 · PASS

stadium bernabeu aaa

30/04/2026, 15:12:26

fid 100
Clip poster
Blocks
0
Stage
(0,0,0)
Render
55714.0s

stadium bernabeu aaa

30/04/2026, 13:41:47

fid 100
Clip poster
Blocks
0
Stage
(0,0,0)
Render
50275.0s

stadium bernabeu aaa

30/04/2026, 00:58:00

fid 100
Clip poster
Blocks
0
Stage
(0,0,0)
Render
4447.6s

stadium bernabeu aaa

30/04/2026, 00:46:28

fid 100
Clip poster
Blocks
0
Stage
(0,0,0)
Render
3755.7s

stadium bernabeu aaa

29/04/2026, 23:45:21

fid 100
Clip poster
Blocks
0
Stage
(0,0,0)
Render
88.7s
Δ 31.88 dB · S 0.999 · FAIL

stadium bernabeu aaa

29/04/2026, 22:57:35

fid 100
Clip poster
Blocks
0
Stage
(0,0,0)
Render
89.8s
Δ 11.48 dB · S 0.413 · PASS

stadium bernabeu aaa

29/04/2026, 12:46:04

fid 100
Clip poster
Blocks
0
Stage
(200,180,200)
Render
100.9s
Δ 11.17 dB · PASS

stadium bernabeu aaa

29/04/2026, 12:35:37

fid 100
Clip poster
Blocks
0
Stage
(0,0,0)
Render
286.3s

stadium bernabeu aaa

29/04/2026, 12:34:10

fid 100
Clip poster
Blocks
0
Stage
(0,0,0)
Render
198.7s

stadium bernabeu aaa

29/04/2026, 12:32:30

fid 100
Clip poster
Blocks
0
Stage
(0,0,0)
Render
99.5s

stadium bernabeu aaa

29/04/2026, 12:01:47

fid 100
Clip poster
Blocks
0
Stage
(200,180,200)
Render
100.4s

stadium bernabeu aaa

29/04/2026, 11:39:16

fid 100
Clip poster
Blocks
7,007
Stage
(200,180,200)
Render
186.8s

stadium bernabeu aaa

29/04/2026, 11:34:50

fid 100
Clip poster
Blocks
9,485
Stage
(200,180,200)
Render
180.5s

stadium bernabeu aaa

29/04/2026, 11:31:32

fid 100
Clip poster
Blocks
0
Stage
(200,180,200)
Render
21.0s

stadium bernabeu aaa

29/04/2026, 11:29:51

fid 100
Clip poster
Blocks
0
Stage
(200,180,200)
Render
61.8s

stadium bernabeu aaa

29/04/2026, 11:03:24

fid 100
Clip poster
Blocks
0
Stage
(200,180,200)
Render
142.7s

stadium bernabeu aaa

29/04/2026, 11:01:16

fid 100
Clip poster
Blocks
0
Stage
(200,180,200)
Render
15.4s

stadium bernabeu aaa

29/04/2026, 00:20:43

fid 100
Clip poster
Blocks
0
Stage
(0,0,0)
Render
113.1s

stadium bernabeu aaa

29/04/2026, 00:15:11

fid 100
Clip poster
Blocks
0
Stage
(0,0,0)
Render
114.0s

stadium bernabeu aaa

29/04/2026, 00:04:55

fid 100
Clip poster
Blocks
0
Stage
(0,0,0)
Render
91.9s

stadium bernabeu aaa

28/04/2026, 22:50:43

fid 100
Clip poster
Blocks
6,339
Stage
(200,180,200)
Render
102.9s

stadium bernabeu aaa

28/04/2026, 22:45:36

fid 100
Clip poster
Blocks
6,800
Stage
(200,180,200)
Render
105.3s

stadium bernabeu aaa

28/04/2026, 22:39:13

fid 100
Clip poster
Blocks
0
Stage
(0,0,0)
Render
100.1s

stadium bernabeu aaa

28/04/2026, 22:34:21

fid 100
Clip poster
Blocks
7,174
Stage
(200,180,200)
Render
87.7s

stadium bernabeu aaa

28/04/2026, 22:25:23

fid 100
Clip poster
Blocks
8,576
Stage
(200,180,200)
Render
88.1s

stadium bernabeu aaa

28/04/2026, 22:19:18

fid 100
Clip poster
Blocks
7,754
Stage
(200,180,200)
Render
94.3s

stadium bernabeu aaa

28/04/2026, 22:10:05

fid 100
Clip poster
Blocks
7,534
Stage
(200,180,200)
Render
95.2s

stadium bernabeu aaa

28/04/2026, 19:09:11

fid 100
Clip poster
Blocks
7,143
Stage
(200,180,200)
Render
94.2s

stadium bernabeu aaa

28/04/2026, 19:03:33

fid 100
Clip poster
Blocks
0
Stage
(0,0,0)
Render
90.9s

stadium bernabeu aaa

28/04/2026, 18:58:50

fid 100
Clip poster
Blocks
6,801
Stage
(200,180,200)
Render
93.8s

stadium bernabeu aaa

28/04/2026, 18:44:30

fid 100
Clip poster
Blocks
6,612
Stage
(200,180,200)
Render
93.1s

stadium bernabeu aaa

28/04/2026, 14:01:09

fid 100
Clip poster
Blocks
7,230
Stage
(200,180,200)
Render
93.6s

stadium bernabeu aaa

28/04/2026, 13:58:19

fid 100
Clip poster
Blocks
7,444
Stage
(200,180,200)
Render
90.9s

stadium bernabeu aaa

28/04/2026, 13:54:18

fid 100
Clip poster
Blocks
6,795
Stage
(200,180,200)
Render
90.6s

stadium bernabeu aaa

28/04/2026, 13:49:32

fid 100
Clip poster
Blocks
7,287
Stage
(200,180,200)
Render
93.9s

stadium bernabeu aaa

28/04/2026, 00:51:20

fid 100
Clip poster
Blocks
7,287
Stage
—
Render
91.6s

stadium bernabeu aaa

28/04/2026, 00:29:02

fid 100
Clip poster
Blocks
7,045
Stage
—
Render
370.7s

aquarius

27/04/2026, 11:57:08

fid 100
Clip poster
Blocks
7,045
Stage
—
Render
89.1s

aquarius

27/04/2026, 01:05:21

fid 100
Clip poster
Blocks
7,045
Stage
—
Render
122.0s

aquarius

27/04/2026, 01:02:35

fid 100
Clip poster
Blocks
7,045
Stage
—
Render
124.9s

aquarius

27/04/2026, 00:49:36

fid 100
Clip poster
Blocks
7,045
Stage
—
Render
0.1s

smoke v100 final

26/04/2026, 16:56:43

fid 0
Clip poster
Blocks
0
Stage
—
Render
—