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id
string
messages
list
seed
string
tag
string
category
string
persona
string
persona_label
string
coder_model
string
user_model
string
turns_done
int64
satisfied
bool
satisfied_at
int64
turn_satisfied
list
n_messages
int64
n_tool_calls
int64
tools_used
dict
app_code
string
app_size
int64
wall_seconds
float64
monitor_trace_id
string
full-2026-06-04_15-49-54__p000__dotoshny
[{"content":"# Build context\nYou are a coding agent building a small, self-contained application fr(...TRUNCATED)
"Сделай неоновый Breakout с power-up'ами: разные кирпичи, бонус(...TRUNCATED)
breakout
games
dotoshny
Доёбчивый перфекционист
minimax/minimax-m3
qwen/qwen3.7-max
3
false
null
[ false, false, false ]
15
4
{ "ask_user": null, "bash": 1, "edit": null, "read": null, "write": 3 }
"<!DOCTYPE html>\n<html lang=\"ru\">\n<head>\n<meta charset=\"UTF-8\" />\n<meta name=\"viewport\" co(...TRUNCATED)
52,250
758.346
636930ab-91f7-4842-af5e-2a1d0f7323d1
full-2026-06-04_15-49-54__p000__mamochka
[{"content":"# Build context\nYou are a coding agent building a small, self-contained application fr(...TRUNCATED)
"Сделай неоновый Breakout с power-up'ами: разные кирпичи, бонус(...TRUNCATED)
breakout
games
mamochka
Мамочка (не-технарь)
minimax/minimax-m3
qwen/qwen3.7-max
3
true
2
[ false, false, true ]
29
11
{ "ask_user": null, "bash": 2, "edit": 7, "read": 1, "write": 1 }
"<!DOCTYPE html>\n<html lang=\"ru\">\n<head>\n<meta charset=\"UTF-8\">\n<meta name=\"viewport\" cont(...TRUNCATED)
37,167
386.457
2867ad0c-6e3b-4638-8223-33f3b3482ad5
full-2026-06-04_15-49-54__p000__startuper
[{"content":"# Build context\nYou are a coding agent building a small, self-contained application fr(...TRUNCATED)
"Сделай неоновый Breakout с power-up'ами: разные кирпичи, бонус(...TRUNCATED)
breakout
games
startuper
Нетерпеливый стартапер
minimax/minimax-m3
qwen/qwen3.7-max
3
true
2
[ false, false, true ]
89
41
{ "ask_user": null, "bash": 15, "edit": 17, "read": 4, "write": 5 }
"<!doctype html>\n<html lang=\"en\">\n<head>\n<meta charset=\"utf-8\" />\n<meta name=\"viewport\" co(...TRUNCATED)
51,867
722.781
44d41655-1a0f-43ab-9f5b-674356044eb4
full-2026-06-04_15-49-54__p001__dotoshny
[{"content":"# Build context\nYou are a coding agent building a small, self-contained application fr(...TRUNCATED)
"Спирограф в браузере: крутим параметры шестерёнок, ри(...TRUNCATED)
spirograph
generative
dotoshny
Доёбчивый перфекционист
minimax/minimax-m3
qwen/qwen3.7-max
3
false
null
[ false, false, false ]
79
36
{ "ask_user": null, "bash": 14, "edit": 12, "read": 8, "write": 2 }
"<!doctype html>\n<html lang=\"ru\">\n<head>\n<meta charset=\"utf-8\" />\n<meta name=\"viewport\" co(...TRUNCATED)
67,704
1,044.864
b2782ac9-c3c2-40c7-b039-7d0166d9c779
full-2026-06-04_15-49-54__p001__mamochka
[{"content":"# Build context\nYou are a coding agent building a small, self-contained application fr(...TRUNCATED)
"Спирограф в браузере: крутим параметры шестерёнок, ри(...TRUNCATED)
spirograph
generative
mamochka
Мамочка (не-технарь)
minimax/minimax-m3
qwen/qwen3.7-max
3
true
2
[ false, false, true ]
29
11
{ "ask_user": null, "bash": 3, "edit": 6, "read": 1, "write": 1 }
"<!DOCTYPE html>\n<html lang=\"ru\">\n<head>\n<meta charset=\"UTF-8\">\n<title>Спирограф д(...TRUNCATED)
17,799
271.667
f823160f-9e8d-4043-bb2b-f44faf84a0ee
full-2026-06-04_15-49-54__p001__startuper
[{"content":"# Build context\nYou are a coding agent building a small, self-contained application fr(...TRUNCATED)
"Спирограф в браузере: крутим параметры шестерёнок, ри(...TRUNCATED)
spirograph
generative
startuper
Нетерпеливый стартапер
minimax/minimax-m3
qwen/qwen3.7-max
3
true
2
[ false, false, true ]
15
4
{ "ask_user": null, "bash": 1, "edit": null, "read": 1, "write": 2 }
"<!DOCTYPE html>\n<html lang=\"en\">\n<head>\n<meta charset=\"UTF-8\" />\n<meta name=\"viewport\" co(...TRUNCATED)
56,794
544.295
1aac5b89-880c-4d6e-a484-7bbf7cd924c1
full-2026-06-04_15-49-54__p002__dotoshny
[{"content":"# Build context\nYou are a coding agent building a small, self-contained application fr(...TRUNCATED)
"Make a metronome: BPM slider and tap-tempo, time signatures, accent on beat one, visual pendulum, a(...TRUNCATED)
metronome
audio
dotoshny
Доёбчивый перфекционист
minimax/minimax-m3
qwen/qwen3.7-max
3
true
2
[ false, false, true ]
63
28
{ "ask_user": null, "bash": 9, "edit": 16, "read": 2, "write": 1 }
"<!doctype html>\n<html lang=\"ru\">\n<head>\n<meta charset=\"utf-8\" />\n<meta name=\"viewport\" co(...TRUNCATED)
39,153
673.223
fb05ab1d-2790-4312-8b50-59543508d278
full-2026-06-04_15-49-54__p002__mamochka
[{"content":"# Build context\nYou are a coding agent building a small, self-contained application fr(...TRUNCATED)
"Make a metronome: BPM slider and tap-tempo, time signatures, accent on beat one, visual pendulum, a(...TRUNCATED)
metronome
audio
mamochka
Мамочка (не-технарь)
minimax/minimax-m3
qwen/qwen3.7-max
3
false
null
[ false, false, false ]
25
9
{ "ask_user": null, "bash": 3, "edit": 4, "read": 1, "write": 1 }
"<!DOCTYPE html>\n<html lang=\"ru\">\n<head>\n<meta charset=\"UTF-8\">\n<meta name=\"viewport\" cont(...TRUNCATED)
22,572
311.896
1f4de64f-ee27-44cf-b887-e72aad6cd11e
full-2026-06-04_15-49-54__p002__startuper
[{"content":"# Build context\nYou are a coding agent building a small, self-contained application fr(...TRUNCATED)
"Make a metronome: BPM slider and tap-tempo, time signatures, accent on beat one, visual pendulum, a(...TRUNCATED)
metronome
audio
startuper
Нетерпеливый стартапер
minimax/minimax-m3
qwen/qwen3.7-max
3
true
2
[ false, false, true ]
71
32
{ "ask_user": null, "bash": 7, "edit": 17, "read": 3, "write": 5 }
"<!DOCTYPE html>\n<html lang=\"en\">\n<head>\n<meta charset=\"UTF-8\" />\n<meta name=\"viewport\" co(...TRUNCATED)
87,271
1,115.791
4118d7a0-db30-46a1-90df-2ad5229fd459
full-2026-06-04_15-49-54__p003__dotoshny
[{"content":"# Build context\nYou are a coding agent building a small, self-contained application fr(...TRUNCATED)
"Хочу дашборд мировых часов: добавляю города, аналогов(...TRUNCATED)
world-clock
dataviz
dotoshny
Доёбчивый перфекционист
minimax/minimax-m3
qwen/qwen3.7-max
3
false
null
[ false, false, false ]
17
5
{ "ask_user": null, "bash": 2, "edit": null, "read": null, "write": 3 }
"<!doctype html>\n<html lang=\"ru\">\n<head>\n<meta charset=\"utf-8\" />\n<meta name=\"viewport\" co(...TRUNCATED)
54,819
952.123
59638914-db04-4ca1-86f8-49fe7809444f
End of preview. Expand in Data Studio

vibeapps-chat-fabric — agentic ChatML

1329 full agentic coding trajectories. A fake user persona drives a coding agent to build a self-contained web app, critiquing functionality + aesthetics over 3 turns. Browse the live apps: https://huggingface.co/spaces/AlexWortega/vibeapps-chat-fabric

  • coder/assistant: minimax/minimax-m3 (pi agent) - user-sim: qwen/qwen3.7-max
  • personas: dotoshny (nitpicky), mamochka (non-techie mom), startuper - 443 ideas x 3 personas x 3 turns

Format

messages: standard ChatML with tool calls - system -> user (persona) -> assistant (text + tool_calls) -> tool (result) -> ... -> user (refine) -> ...

  • assistant tool calls: {id, type:"function", function:{name, arguments}} (names: write, bash, ...)
  • the actual app code is inside the write tool call args ({path, content}) - 1321/1329 rows
  • tool results as {role:"tool", tool_call_id, name, content} - 30442 of them; 2664 write calls

Extra cols: seed, tag, category, persona, persona_label, coder_model, user_model, turns_done, satisfied, satisfied_at, n_messages, n_tool_calls, tools_used, app_code (final index.html), app_size, monitor_trace_id.

from datasets import load_dataset
ds = load_dataset("AlexWortega/vibeapps-chat-fabric", split="train")
ds[0]["messages"]  # system/user/assistant(tool_calls)/tool/...

Built with https://github.com/AlexWortega/vibeapps-chat-fabric

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Models trained or fine-tuned on AlexWortega/vibeapps-chat-fabric