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openchef_session_ml0r10c2_0
|
train
|
Create a calendar event for the monthly review meeting with the client
|
[
"user",
"user_proxy",
"system"
] |
[
{
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"role": "user_message",
"content": "Create a calendar event for the monthly review meeting with the client",
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},
{
"agent_name": "user_proxy",
"role": "thought",
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"tool_result": null,
"timestamp_ms": 1769769435989
},
{
"agent_name": "system",
"role": "action",
"content": "System heartbeat check",
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"name": "heartbeat",
"args": {
"timestamp": "2026-01-30T10:37:15.889Z",
"success": null
}
},
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"summary": null
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},
{
"agent_name": "system",
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{
"agent_name": "system",
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{
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{
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{
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{
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{
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{
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{
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{
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"success": true,
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| 2
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|
openchef_session_ml0r10c3_1
|
train
|
Find all emails from last week about the project deadline and forward them to me
|
[
"user",
"user_proxy",
"system"
] |
[
{
"agent_name": "user",
"role": "user_message",
"content": "Find all emails from last week about the project deadline and forward them to me",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769435891
},
{
"agent_name": "user_proxy",
"role": "thought",
"content": "User is reviewing the progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769435991
},
{
"agent_name": "system",
"role": "action",
"content": "System heartbeat check",
"tool_call": {
"name": "heartbeat",
"args": {
"timestamp": "2026-01-30T10:37:15.891Z",
"success": null
}
},
"tool_result": {
"status": "healthy",
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"summary": null
},
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},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
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{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
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"timestamp_ms": 1769769436291
},
{
"agent_name": "system",
"role": "action",
"content": "System heartbeat check",
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"name": "heartbeat",
"args": {
"timestamp": "2026-01-30T10:37:15.891Z",
"success": null
}
},
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"status": "healthy",
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"success": null,
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},
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{
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},
{
"agent_name": "system",
"role": "action",
"content": "Session completed successfully",
"tool_call": {
"name": "finalize_session",
"args": {
"timestamp": null,
"success": true
}
},
"tool_result": {
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"success": true,
"summary": "Session completed successfully"
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] | true
| 9
| 3
| 0
|
{
"generator_version": "OPENCHEF!:AGENTIC v2.0",
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}
|
openchef_session_ml0r10c3_3
|
train
|
Check my email for urgent messages from the team and summarize them
|
[
"user",
"user_proxy",
"system"
] |
[
{
"agent_name": "user",
"role": "user_message",
"content": "Check my email for urgent messages from the team and summarize them",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769435891
},
{
"agent_name": "user_proxy",
"role": "thought",
"content": "User is reviewing the progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769435991
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769436091
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769436191
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769436291
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769436391
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769436491
},
{
"agent_name": "system",
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"content": "System monitoring session progress",
"tool_call": null,
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"timestamp_ms": 1769769436591
},
{
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},
{
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},
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},
{
"agent_name": "system",
"role": "action",
"content": "Session completed successfully",
"tool_call": {
"name": "finalize_session",
"args": {
"timestamp": null,
"success": true
}
},
"tool_result": {
"status": null,
"timestamp": null,
"uptime": null,
"session_complete": true,
"success": true,
"summary": "Session completed successfully"
},
"timestamp_ms": 1769769436991
}
] | true
| 12
| 1
| 0
|
{
"generator_version": "OPENCHEF!:AGENTIC v2.0",
"timestamp": "2026-01-30T10:37:15.891Z",
"error_rate": 15
}
|
openchef_session_ml0r10c3_4
|
train
|
Write a Node.js script to automate file organization in the downloads folder
|
[
"user",
"user_proxy",
"system"
] |
[
{
"agent_name": "user",
"role": "user_message",
"content": "Write a Node.js script to automate file organization in the downloads folder",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769435891
},
{
"agent_name": "user_proxy",
"role": "thought",
"content": "User is reviewing the progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769435991
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769436091
},
{
"agent_name": "system",
"role": "action",
"content": "System heartbeat check",
"tool_call": {
"name": "heartbeat",
"args": {
"timestamp": "2026-01-30T10:37:15.891Z",
"success": null
}
},
"tool_result": {
"status": "healthy",
"timestamp": "2026-01-30T10:37:15.891Z",
"uptime": "24d 5h 32m",
"session_complete": null,
"success": null,
"summary": null
},
"timestamp_ms": 1769769436191
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769436291
},
{
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"tool_call": null,
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"timestamp_ms": 1769769436391
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{
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"tool_call": null,
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"timestamp_ms": 1769769436491
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769436591
},
{
"agent_name": "system",
"role": "action",
"content": "Session completed successfully",
"tool_call": {
"name": "finalize_session",
"args": {
"timestamp": null,
"success": true
}
},
"tool_result": {
"status": null,
"timestamp": null,
"uptime": null,
"session_complete": true,
"success": true,
"summary": "Session completed successfully"
},
"timestamp_ms": 1769769436691
}
] | true
| 9
| 2
| 0
|
{
"generator_version": "OPENCHEF!:AGENTIC v2.0",
"timestamp": "2026-01-30T10:37:15.891Z",
"error_rate": 15
}
|
openchef_session_ml0r10qj_6
|
train
|
Write a TypeScript function to process JSON data and save to a file
|
[
"user",
"user_proxy",
"system"
] |
[
{
"agent_name": "user",
"role": "user_message",
"content": "Write a TypeScript function to process JSON data and save to a file",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769436411
},
{
"agent_name": "user_proxy",
"role": "thought",
"content": "User is reviewing the progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769436511
},
{
"agent_name": "system",
"role": "action",
"content": "System heartbeat check",
"tool_call": {
"name": "heartbeat",
"args": {
"timestamp": "2026-01-30T10:37:16.411Z",
"success": null
}
},
"tool_result": {
"status": "healthy",
"timestamp": "2026-01-30T10:37:16.411Z",
"uptime": "24d 5h 32m",
"session_complete": null,
"success": null,
"summary": null
},
"timestamp_ms": 1769769436611
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769436711
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769436811
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769436911
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769437011
},
{
"agent_name": "system",
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"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769437111
},
{
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"timestamp_ms": 1769769437211
},
{
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"timestamp_ms": 1769769437311
},
{
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"tool_call": null,
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"timestamp_ms": 1769769437411
},
{
"agent_name": "system",
"role": "action",
"content": "System heartbeat check",
"tool_call": {
"name": "heartbeat",
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"timestamp": "2026-01-30T10:37:16.411Z",
"success": null
}
},
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{
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"success": null
}
},
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"uptime": "24d 5h 32m",
"session_complete": null,
"success": null,
"summary": null
},
"timestamp_ms": 1769769437711
}
] | true
| 14
| 3
| 0
|
{
"generator_version": "OPENCHEF!:AGENTIC v2.0",
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"error_rate": 15
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|
openchef_session_ml0r10qj_7
|
train
|
Find all emails from last week about the project deadline and forward them to me
|
[
"user",
"user_proxy",
"system"
] |
[
{
"agent_name": "user",
"role": "user_message",
"content": "Find all emails from last week about the project deadline and forward them to me",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769436411
},
{
"agent_name": "user_proxy",
"role": "thought",
"content": "User is reviewing the progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769436511
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769436611
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769436711
},
{
"agent_name": "system",
"role": "action",
"content": "System heartbeat check",
"tool_call": {
"name": "heartbeat",
"args": {
"timestamp": "2026-01-30T10:37:16.411Z",
"success": null
}
},
"tool_result": {
"status": "healthy",
"timestamp": "2026-01-30T10:37:16.411Z",
"uptime": "24d 5h 32m",
"session_complete": null,
"success": null,
"summary": null
},
"timestamp_ms": 1769769436811
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769436911
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769437011
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769437111
},
{
"agent_name": "system",
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"content": "System monitoring session progress",
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"tool_result": null,
"timestamp_ms": 1769769437211
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{
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},
{
"agent_name": "system",
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"timestamp": "2026-01-30T10:37:16.411Z",
"success": null
}
},
"tool_result": {
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"success": null,
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},
"timestamp_ms": 1769769437411
}
] | true
| 11
| 2
| 0
|
{
"generator_version": "OPENCHEF!:AGENTIC v2.0",
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"error_rate": 15
}
|
openchef_session_ml0r10qj_8
|
train
|
Schedule a meeting with the engineering team for next week, check everyone's availability
|
[
"user",
"user_proxy",
"system"
] |
[
{
"agent_name": "user",
"role": "user_message",
"content": "Schedule a meeting with the engineering team for next week, check everyone's availability",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769436411
},
{
"agent_name": "user_proxy",
"role": "thought",
"content": "User is reviewing the progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769436511
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769436611
},
{
"agent_name": "system",
"role": "action",
"content": "System heartbeat check",
"tool_call": {
"name": "heartbeat",
"args": {
"timestamp": "2026-01-30T10:37:16.411Z",
"success": null
}
},
"tool_result": {
"status": "healthy",
"timestamp": "2026-01-30T10:37:16.411Z",
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"session_complete": null,
"success": null,
"summary": null
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"timestamp_ms": 1769769436711
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{
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"timestamp_ms": 1769769436811
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{
"agent_name": "system",
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"content": "System heartbeat check",
"tool_call": {
"name": "heartbeat",
"args": {
"timestamp": "2026-01-30T10:37:16.411Z",
"success": null
}
},
"tool_result": {
"status": "healthy",
"timestamp": "2026-01-30T10:37:16.411Z",
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"success": null,
"summary": null
},
"timestamp_ms": 1769769436911
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{
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{
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{
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"timestamp_ms": 1769769437211
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{
"agent_name": "system",
"role": "action",
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{
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"success": true,
"summary": "Session completed successfully"
},
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| 12
| 4
| 0
|
{
"generator_version": "OPENCHEF!:AGENTIC v2.0",
"timestamp": "2026-01-30T10:37:16.411Z",
"error_rate": 15
}
|
openchef_session_ml0r10qj_9
|
train
|
Schedule a meeting with the engineering team for next week, check everyone's availability
|
[
"user",
"user_proxy",
"system"
] |
[
{
"agent_name": "user",
"role": "user_message",
"content": "Schedule a meeting with the engineering team for next week, check everyone's availability",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769436411
},
{
"agent_name": "user_proxy",
"role": "thought",
"content": "User is reviewing the progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769436511
},
{
"agent_name": "system",
"role": "action",
"content": "System heartbeat check",
"tool_call": {
"name": "heartbeat",
"args": {
"timestamp": "2026-01-30T10:37:16.411Z",
"success": null
}
},
"tool_result": {
"status": "healthy",
"timestamp": "2026-01-30T10:37:16.411Z",
"uptime": "24d 5h 32m",
"session_complete": null,
"success": null,
"summary": null
},
"timestamp_ms": 1769769436611
},
{
"agent_name": "system",
"role": "action",
"content": "System heartbeat check",
"tool_call": {
"name": "heartbeat",
"args": {
"timestamp": "2026-01-30T10:37:16.411Z",
"success": null
}
},
"tool_result": {
"status": "healthy",
"timestamp": "2026-01-30T10:37:16.411Z",
"uptime": "24d 5h 32m",
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"success": null,
"summary": null
},
"timestamp_ms": 1769769436711
},
{
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"timestamp_ms": 1769769436811
},
{
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"role": "thought",
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"tool_result": null,
"timestamp_ms": 1769769436911
},
{
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"role": "action",
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"tool_call": {
"name": "heartbeat",
"args": {
"timestamp": "2026-01-30T10:37:16.411Z",
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}
},
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},
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{
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"role": "action",
"content": "Session completed successfully",
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"name": "finalize_session",
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"success": true
}
},
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"uptime": null,
"session_complete": true,
"success": true,
"summary": "Session completed successfully"
},
"timestamp_ms": 1769769437311
}
] | true
| 10
| 4
| 0
|
{
"generator_version": "OPENCHEF!:AGENTIC v2.0",
"timestamp": "2026-01-30T10:37:16.411Z",
"error_rate": 15
}
|
openchef_session_ml0r1134_10
|
train
|
Write a TypeScript function to process JSON data and save to a file
|
[
"user",
"user_proxy",
"system"
] |
[
{
"agent_name": "user",
"role": "user_message",
"content": "Write a TypeScript function to process JSON data and save to a file",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769436863
},
{
"agent_name": "user_proxy",
"role": "thought",
"content": "User is reviewing the progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769436963
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769437063
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769437163
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769437263
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769437363
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769437463
},
{
"agent_name": "system",
"role": "action",
"content": "System heartbeat check",
"tool_call": {
"name": "heartbeat",
"args": {
"timestamp": "2026-01-30T10:37:16.863Z",
"success": null
}
},
"tool_result": {
"status": "healthy",
"timestamp": "2026-01-30T10:37:16.864Z",
"uptime": "24d 5h 32m",
"session_complete": null,
"success": null,
"summary": null
},
"timestamp_ms": 1769769437564
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769437664
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{
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"role": "thought",
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{
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{
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{
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"content": "Session completed successfully",
"tool_call": {
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"success": true,
"summary": "Session completed successfully"
},
"timestamp_ms": 1769769438164
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] | true
| 14
| 2
| 0
|
{
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"error_rate": 15
}
|
openchef_session_ml0r1136_11
|
train
|
Check my email for urgent messages from the team and summarize them
|
[
"user",
"user_proxy",
"system"
] |
[
{
"agent_name": "user",
"role": "user_message",
"content": "Check my email for urgent messages from the team and summarize them",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769436864
},
{
"agent_name": "user_proxy",
"role": "thought",
"content": "User is reviewing the progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769436964
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769437064
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769437164
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769437264
},
{
"agent_name": "system",
"role": "action",
"content": "System heartbeat check",
"tool_call": {
"name": "heartbeat",
"args": {
"timestamp": "2026-01-30T10:37:16.864Z",
"success": null
}
},
"tool_result": {
"status": "healthy",
"timestamp": "2026-01-30T10:37:16.864Z",
"uptime": "24d 5h 32m",
"session_complete": null,
"success": null,
"summary": null
},
"timestamp_ms": 1769769437364
},
{
"agent_name": "system",
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"tool_result": null,
"timestamp_ms": 1769769437465
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{
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{
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{
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{
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{
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},
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{
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"success": true
}
},
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"uptime": null,
"session_complete": true,
"success": true,
"summary": "Session completed successfully"
},
"timestamp_ms": 1769769438165
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] | false
| 14
| 3
| 0
|
{
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"error_rate": 15
}
|
openchef_session_ml0r1136_13
|
train
|
Search the web for the latest AI agent frameworks and compare them
|
[
"user",
"user_proxy",
"system"
] |
[
{
"agent_name": "user",
"role": "user_message",
"content": "Search the web for the latest AI agent frameworks and compare them",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769436866
},
{
"agent_name": "user_proxy",
"role": "thought",
"content": "User is reviewing the progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769436966
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769437066
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{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769437166
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769437266
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{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769437366
},
{
"agent_name": "system",
"role": "action",
"content": "System heartbeat check",
"tool_call": {
"name": "heartbeat",
"args": {
"timestamp": "2026-01-30T10:37:16.866Z",
"success": null
}
},
"tool_result": {
"status": "healthy",
"timestamp": "2026-01-30T10:37:16.866Z",
"uptime": "24d 5h 32m",
"session_complete": null,
"success": null,
"summary": null
},
"timestamp_ms": 1769769437466
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{
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{
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"uptime": null,
"session_complete": true,
"success": true,
"summary": "Session completed successfully"
},
"timestamp_ms": 1769769438166
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| 14
| 3
| 0
|
{
"generator_version": "OPENCHEF!:AGENTIC v2.0",
"timestamp": "2026-01-30T10:37:16.866Z",
"error_rate": 15
}
|
openchef_session_ml0r1137_14
|
train
|
Search for information about multi-agent systems and prepare a brief summary
|
[
"user",
"user_proxy",
"system"
] |
[
{
"agent_name": "user",
"role": "user_message",
"content": "Search for information about multi-agent systems and prepare a brief summary",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769436866
},
{
"agent_name": "user_proxy",
"role": "thought",
"content": "User is reviewing the progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769436966
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769437067
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769437167
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769437267
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769437367
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769437467
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{
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"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769437567
},
{
"agent_name": "system",
"role": "action",
"content": "Session completed successfully",
"tool_call": {
"name": "finalize_session",
"args": {
"timestamp": null,
"success": true
}
},
"tool_result": {
"status": null,
"timestamp": null,
"uptime": null,
"session_complete": true,
"success": true,
"summary": "Session completed successfully"
},
"timestamp_ms": 1769769437667
}
] | true
| 9
| 1
| 0
|
{
"generator_version": "OPENCHEF!:AGENTIC v2.0",
"timestamp": "2026-01-30T10:37:16.867Z",
"error_rate": 15
}
|
openchef_session_ml0r11c5_15
|
train
|
Schedule a meeting with the engineering team for next week, check everyone's availability
|
[
"user",
"user_proxy",
"system"
] |
[
{
"agent_name": "user",
"role": "user_message",
"content": "Schedule a meeting with the engineering team for next week, check everyone's availability",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769437189
},
{
"agent_name": "user_proxy",
"role": "thought",
"content": "User is reviewing the progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769437289
},
{
"agent_name": "system",
"role": "action",
"content": "System heartbeat check",
"tool_call": {
"name": "heartbeat",
"args": {
"timestamp": "2026-01-30T10:37:17.189Z",
"success": null
}
},
"tool_result": {
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"uptime": "24d 5h 32m",
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"success": null,
"summary": null
},
"timestamp_ms": 1769769437389
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{
"agent_name": "system",
"role": "action",
"content": "System heartbeat check",
"tool_call": {
"name": "heartbeat",
"args": {
"timestamp": "2026-01-30T10:37:17.189Z",
"success": null
}
},
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"timestamp": "2026-01-30T10:37:17.189Z",
"uptime": "24d 5h 32m",
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"success": null,
"summary": null
},
"timestamp_ms": 1769769437489
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{
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"tool_result": null,
"timestamp_ms": 1769769437589
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{
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"role": "action",
"content": "System heartbeat check",
"tool_call": {
"name": "heartbeat",
"args": {
"timestamp": "2026-01-30T10:37:17.189Z",
"success": null
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{
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{
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"success": true
}
},
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"timestamp": null,
"uptime": null,
"session_complete": true,
"success": true,
"summary": "Session completed successfully"
},
"timestamp_ms": 1769769438489
}
] | true
| 14
| 6
| 0
|
{
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"error_rate": 15
}
|
openchef_session_ml0r11c5_16
|
train
|
Find all emails from last week about the project deadline and forward them to me
|
[
"user",
"user_proxy",
"system"
] |
[
{
"agent_name": "user",
"role": "user_message",
"content": "Find all emails from last week about the project deadline and forward them to me",
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{
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"timestamp_ms": 1769769437289
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{
"agent_name": "system",
"role": "action",
"content": "System heartbeat check",
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"args": {
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"success": null
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|
openchef_session_ml0r11c5_17
|
train
|
Write a Node.js script to automate file organization in the downloads folder
|
[
"user",
"user_proxy",
"system"
] |
[
{
"agent_name": "user",
"role": "user_message",
"content": "Write a Node.js script to automate file organization in the downloads folder",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769437189
},
{
"agent_name": "user_proxy",
"role": "thought",
"content": "User is reviewing the progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769437289
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{
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"content": "System monitoring session progress",
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},
{
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"content": "System monitoring session progress",
"tool_call": null,
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{
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"success": null
}
},
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| 2
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|
openchef_session_ml0r11c5_18
|
train
|
Search for information about multi-agent systems and prepare a brief summary
|
[
"user",
"user_proxy",
"system"
] |
[
{
"agent_name": "user",
"role": "user_message",
"content": "Search for information about multi-agent systems and prepare a brief summary",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769437189
},
{
"agent_name": "user_proxy",
"role": "thought",
"content": "User is reviewing the progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769437289
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769437389
},
{
"agent_name": "system",
"role": "action",
"content": "System heartbeat check",
"tool_call": {
"name": "heartbeat",
"args": {
"timestamp": "2026-01-30T10:37:17.189Z",
"success": null
}
},
"tool_result": {
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"success": null,
"summary": null
},
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{
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{
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}
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] | true
| 13
| 4
| 0
|
{
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|
openchef_session_ml0r11c5_19
|
train
|
Find all emails from last week about the project deadline and forward them to me
|
[
"user",
"user_proxy",
"system"
] |
[
{
"agent_name": "user",
"role": "user_message",
"content": "Find all emails from last week about the project deadline and forward them to me",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769437189
},
{
"agent_name": "user_proxy",
"role": "thought",
"content": "User is reviewing the progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769437289
},
{
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"role": "thought",
"content": "System monitoring session progress",
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},
{
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"content": "System monitoring session progress",
"tool_call": null,
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"timestamp_ms": 1769769437489
},
{
"agent_name": "system",
"role": "action",
"content": "System heartbeat check",
"tool_call": {
"name": "heartbeat",
"args": {
"timestamp": "2026-01-30T10:37:17.189Z",
"success": null
}
},
"tool_result": {
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| 12
| 3
| 0
|
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|
openchef_session_ml0r11hq_20
|
train
|
Search for information about multi-agent systems and prepare a brief summary
|
[
"user",
"user_proxy",
"system"
] |
[
{
"agent_name": "user",
"role": "user_message",
"content": "Search for information about multi-agent systems and prepare a brief summary",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769437390
},
{
"agent_name": "user_proxy",
"role": "thought",
"content": "User is reviewing the progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769437490
},
{
"agent_name": "system",
"role": "action",
"content": "System heartbeat check",
"tool_call": {
"name": "heartbeat",
"args": {
"timestamp": "2026-01-30T10:37:17.390Z",
"success": null
}
},
"tool_result": {
"status": "healthy",
"timestamp": "2026-01-30T10:37:17.390Z",
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{
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| 3
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|
openchef_session_ml0r11hq_21
|
train
|
Check if there are any scheduling conflicts for tomorrow's presentations
|
[
"user",
"user_proxy",
"system"
] |
[
{
"agent_name": "user",
"role": "user_message",
"content": "Check if there are any scheduling conflicts for tomorrow's presentations",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769437390
},
{
"agent_name": "user_proxy",
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{
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{
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},
{
"agent_name": "system",
"role": "action",
"content": "Session completed successfully",
"tool_call": {
"name": "finalize_session",
"args": {
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"success": true
}
},
"tool_result": {
"status": null,
"timestamp": null,
"uptime": null,
"session_complete": true,
"success": true,
"summary": "Session completed successfully"
},
"timestamp_ms": 1769769438690
}
] | true
| 14
| 3
| 0
|
{
"generator_version": "OPENCHEF!:AGENTIC v2.0",
"timestamp": "2026-01-30T10:37:17.390Z",
"error_rate": 15
}
|
openchef_session_ml0r11hq_22
|
train
|
Check if there are any scheduling conflicts for tomorrow's presentations
|
[
"user",
"user_proxy",
"system"
] |
[
{
"agent_name": "user",
"role": "user_message",
"content": "Check if there are any scheduling conflicts for tomorrow's presentations",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769437390
},
{
"agent_name": "user_proxy",
"role": "thought",
"content": "User is reviewing the progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769437490
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769437590
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769437690
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769437790
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769437890
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769437990
},
{
"agent_name": "system",
"role": "action",
"content": "System heartbeat check",
"tool_call": {
"name": "heartbeat",
"args": {
"timestamp": "2026-01-30T10:37:17.390Z",
"success": null
}
},
"tool_result": {
"status": "healthy",
"timestamp": "2026-01-30T10:37:17.390Z",
"uptime": "24d 5h 32m",
"session_complete": null,
"success": null,
"summary": null
},
"timestamp_ms": 1769769438090
}
] | true
| 8
| 1
| 0
|
{
"generator_version": "OPENCHEF!:AGENTIC v2.0",
"timestamp": "2026-01-30T10:37:17.390Z",
"error_rate": 15
}
|
openchef_session_ml0r11hq_23
|
train
|
Search the web for the latest AI agent frameworks and compare them
|
[
"user",
"user_proxy",
"system"
] |
[
{
"agent_name": "user",
"role": "user_message",
"content": "Search the web for the latest AI agent frameworks and compare them",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769437390
},
{
"agent_name": "user_proxy",
"role": "thought",
"content": "User is reviewing the progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769437490
},
{
"agent_name": "system",
"role": "action",
"content": "System heartbeat check",
"tool_call": {
"name": "heartbeat",
"args": {
"timestamp": "2026-01-30T10:37:17.390Z",
"success": null
}
},
"tool_result": {
"status": "healthy",
"timestamp": "2026-01-30T10:37:17.390Z",
"uptime": "24d 5h 32m",
"session_complete": null,
"success": null,
"summary": null
},
"timestamp_ms": 1769769437590
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769437690
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769437790
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769437890
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769437990
},
{
"agent_name": "system",
"role": "action",
"content": "System heartbeat check",
"tool_call": {
"name": "heartbeat",
"args": {
"timestamp": "2026-01-30T10:37:17.390Z",
"success": null
}
},
"tool_result": {
"status": "healthy",
"timestamp": "2026-01-30T10:37:17.390Z",
"uptime": "24d 5h 32m",
"session_complete": null,
"success": null,
"summary": null
},
"timestamp_ms": 1769769438090
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769438190
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769438290
},
{
"agent_name": "system",
"role": "thought",
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"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769438390
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{
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"timestamp_ms": 1769769438490
},
{
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"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769438590
},
{
"agent_name": "system",
"role": "action",
"content": "Session completed successfully",
"tool_call": {
"name": "finalize_session",
"args": {
"timestamp": null,
"success": true
}
},
"tool_result": {
"status": null,
"timestamp": null,
"uptime": null,
"session_complete": true,
"success": true,
"summary": "Session completed successfully"
},
"timestamp_ms": 1769769438690
}
] | true
| 14
| 3
| 0
|
{
"generator_version": "OPENCHEF!:AGENTIC v2.0",
"timestamp": "2026-01-30T10:37:17.390Z",
"error_rate": 15
}
|
openchef_session_ml0r11tf_25
|
train
|
Create a calendar event for the monthly review meeting with the client
|
[
"user",
"user_proxy",
"system"
] |
[
{
"agent_name": "user",
"role": "user_message",
"content": "Create a calendar event for the monthly review meeting with the client",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769437811
},
{
"agent_name": "user_proxy",
"role": "thought",
"content": "User is reviewing the progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769437911
},
{
"agent_name": "system",
"role": "action",
"content": "System heartbeat check",
"tool_call": {
"name": "heartbeat",
"args": {
"timestamp": "2026-01-30T10:37:17.811Z",
"success": null
}
},
"tool_result": {
"status": "healthy",
"timestamp": "2026-01-30T10:37:17.811Z",
"uptime": "24d 5h 32m",
"session_complete": null,
"success": null,
"summary": null
},
"timestamp_ms": 1769769438011
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769438111
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769438211
},
{
"agent_name": "system",
"role": "action",
"content": "System heartbeat check",
"tool_call": {
"name": "heartbeat",
"args": {
"timestamp": "2026-01-30T10:37:17.811Z",
"success": null
}
},
"tool_result": {
"status": "healthy",
"timestamp": "2026-01-30T10:37:17.811Z",
"uptime": "24d 5h 32m",
"session_complete": null,
"success": null,
"summary": null
},
"timestamp_ms": 1769769438311
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769438411
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769438511
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769438611
},
{
"agent_name": "system",
"role": "thought",
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"tool_call": null,
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},
{
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"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
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"timestamp_ms": 1769769438811
},
{
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"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769438911
},
{
"agent_name": "system",
"role": "action",
"content": "Session completed successfully",
"tool_call": {
"name": "finalize_session",
"args": {
"timestamp": null,
"success": true
}
},
"tool_result": {
"status": null,
"timestamp": null,
"uptime": null,
"session_complete": true,
"success": true,
"summary": "Session completed successfully"
},
"timestamp_ms": 1769769439011
}
] | true
| 13
| 3
| 0
|
{
"generator_version": "OPENCHEF!:AGENTIC v2.0",
"timestamp": "2026-01-30T10:37:17.811Z",
"error_rate": 15
}
|
openchef_session_ml0r11tf_26
|
train
|
Write a TypeScript function to process JSON data and save to a file
|
[
"user",
"user_proxy",
"system"
] |
[
{
"agent_name": "user",
"role": "user_message",
"content": "Write a TypeScript function to process JSON data and save to a file",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769437811
},
{
"agent_name": "user_proxy",
"role": "thought",
"content": "User is reviewing the progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769437911
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769438011
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769438111
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769438211
},
{
"agent_name": "system",
"role": "action",
"content": "System heartbeat check",
"tool_call": {
"name": "heartbeat",
"args": {
"timestamp": "2026-01-30T10:37:17.811Z",
"success": null
}
},
"tool_result": {
"status": "healthy",
"timestamp": "2026-01-30T10:37:17.811Z",
"uptime": "24d 5h 32m",
"session_complete": null,
"success": null,
"summary": null
},
"timestamp_ms": 1769769438311
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769438411
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769438511
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769438611
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769438711
},
{
"agent_name": "system",
"role": "action",
"content": "System heartbeat check",
"tool_call": {
"name": "heartbeat",
"args": {
"timestamp": "2026-01-30T10:37:17.811Z",
"success": null
}
},
"tool_result": {
"status": "healthy",
"timestamp": "2026-01-30T10:37:17.811Z",
"uptime": "24d 5h 32m",
"session_complete": null,
"success": null,
"summary": null
},
"timestamp_ms": 1769769438811
}
] | true
| 11
| 2
| 0
|
{
"generator_version": "OPENCHEF!:AGENTIC v2.0",
"timestamp": "2026-01-30T10:37:17.811Z",
"error_rate": 15
}
|
openchef_session_ml0r11tf_28
|
train
|
Check my email for urgent messages from the team and summarize them
|
[
"user",
"user_proxy",
"system"
] |
[
{
"agent_name": "user",
"role": "user_message",
"content": "Check my email for urgent messages from the team and summarize them",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769437811
},
{
"agent_name": "user_proxy",
"role": "thought",
"content": "User is reviewing the progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769437911
},
{
"agent_name": "system",
"role": "action",
"content": "System heartbeat check",
"tool_call": {
"name": "heartbeat",
"args": {
"timestamp": "2026-01-30T10:37:17.811Z",
"success": null
}
},
"tool_result": {
"status": "healthy",
"timestamp": "2026-01-30T10:37:17.811Z",
"uptime": "24d 5h 32m",
"session_complete": null,
"success": null,
"summary": null
},
"timestamp_ms": 1769769438011
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769438111
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769438211
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769438311
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769438411
},
{
"agent_name": "system",
"role": "action",
"content": "System heartbeat check",
"tool_call": {
"name": "heartbeat",
"args": {
"timestamp": "2026-01-30T10:37:17.811Z",
"success": null
}
},
"tool_result": {
"status": "healthy",
"timestamp": "2026-01-30T10:37:17.811Z",
"uptime": "24d 5h 32m",
"session_complete": null,
"success": null,
"summary": null
},
"timestamp_ms": 1769769438511
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769438611
},
{
"agent_name": "system",
"role": "action",
"content": "Session completed successfully",
"tool_call": {
"name": "finalize_session",
"args": {
"timestamp": null,
"success": true
}
},
"tool_result": {
"status": null,
"timestamp": null,
"uptime": null,
"session_complete": true,
"success": true,
"summary": "Session completed successfully"
},
"timestamp_ms": 1769769438711
}
] | true
| 10
| 3
| 0
|
{
"generator_version": "OPENCHEF!:AGENTIC v2.0",
"timestamp": "2026-01-30T10:37:17.811Z",
"error_rate": 15
}
|
openchef_session_ml0r11tf_29
|
train
|
Search for information about multi-agent systems and prepare a brief summary
|
[
"user",
"user_proxy",
"system"
] |
[
{
"agent_name": "user",
"role": "user_message",
"content": "Search for information about multi-agent systems and prepare a brief summary",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769437811
},
{
"agent_name": "user_proxy",
"role": "thought",
"content": "User is reviewing the progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769437911
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769438011
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769438111
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769438211
},
{
"agent_name": "system",
"role": "action",
"content": "System heartbeat check",
"tool_call": {
"name": "heartbeat",
"args": {
"timestamp": "2026-01-30T10:37:17.811Z",
"success": null
}
},
"tool_result": {
"status": "healthy",
"timestamp": "2026-01-30T10:37:17.811Z",
"uptime": "24d 5h 32m",
"session_complete": null,
"success": null,
"summary": null
},
"timestamp_ms": 1769769438311
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769438411
},
{
"agent_name": "system",
"role": "action",
"content": "Session completed successfully",
"tool_call": {
"name": "finalize_session",
"args": {
"timestamp": null,
"success": true
}
},
"tool_result": {
"status": null,
"timestamp": null,
"uptime": null,
"session_complete": true,
"success": true,
"summary": "Session completed successfully"
},
"timestamp_ms": 1769769438511
}
] | false
| 8
| 2
| 0
|
{
"generator_version": "OPENCHEF!:AGENTIC v2.0",
"timestamp": "2026-01-30T10:37:17.811Z",
"error_rate": 15
}
|
openchef_session_ml0r11y1_30
|
train
|
Write a TypeScript function to process JSON data and save to a file
|
[
"user",
"user_proxy",
"system"
] |
[
{
"agent_name": "user",
"role": "user_message",
"content": "Write a TypeScript function to process JSON data and save to a file",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769437977
},
{
"agent_name": "user_proxy",
"role": "thought",
"content": "User is reviewing the progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769438077
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769438177
},
{
"agent_name": "system",
"role": "action",
"content": "System heartbeat check",
"tool_call": {
"name": "heartbeat",
"args": {
"timestamp": "2026-01-30T10:37:17.977Z",
"success": null
}
},
"tool_result": {
"status": "healthy",
"timestamp": "2026-01-30T10:37:17.977Z",
"uptime": "24d 5h 32m",
"session_complete": null,
"success": null,
"summary": null
},
"timestamp_ms": 1769769438277
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769438377
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769438477
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769438577
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769438677
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769438777
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769438877
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769438977
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769439077
},
{
"agent_name": "system",
"role": "action",
"content": "Session completed successfully",
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|
openchef_session_ml0r11y1_31
|
train
|
Find all emails from last week about the project deadline and forward them to me
|
[
"user",
"user_proxy",
"system"
] |
[
{
"agent_name": "user",
"role": "user_message",
"content": "Find all emails from last week about the project deadline and forward them to me",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769437977
},
{
"agent_name": "user_proxy",
"role": "thought",
"content": "User is reviewing the progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769438077
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769438177
},
{
"agent_name": "system",
"role": "action",
"content": "System heartbeat check",
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"name": "heartbeat",
"args": {
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"success": null
}
},
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|
openchef_session_ml0r11y1_32
|
train
|
Find all emails from last week about the project deadline and forward them to me
|
[
"user",
"user_proxy",
"system"
] |
[
{
"agent_name": "user",
"role": "user_message",
"content": "Find all emails from last week about the project deadline and forward them to me",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769437977
},
{
"agent_name": "user_proxy",
"role": "thought",
"content": "User is reviewing the progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769438077
},
{
"agent_name": "system",
"role": "action",
"content": "System heartbeat check",
"tool_call": {
"name": "heartbeat",
"args": {
"timestamp": "2026-01-30T10:37:17.977Z",
"success": null
}
},
"tool_result": {
"status": "healthy",
"timestamp": "2026-01-30T10:37:17.977Z",
"uptime": "24d 5h 32m",
"session_complete": null,
"success": null,
"summary": null
},
"timestamp_ms": 1769769438177
},
{
"agent_name": "system",
"role": "action",
"content": "System heartbeat check",
"tool_call": {
"name": "heartbeat",
"args": {
"timestamp": "2026-01-30T10:37:17.977Z",
"success": null
}
},
"tool_result": {
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"session_complete": null,
"success": null,
"summary": null
},
"timestamp_ms": 1769769438277
},
{
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"role": "thought",
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"timestamp_ms": 1769769438377
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{
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| 13
| 5
| 0
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{
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}
|
openchef_session_ml0r11y1_33
|
train
|
Schedule a meeting with the engineering team for next week, check everyone's availability
|
[
"user",
"user_proxy",
"system"
] |
[
{
"agent_name": "user",
"role": "user_message",
"content": "Schedule a meeting with the engineering team for next week, check everyone's availability",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769437977
},
{
"agent_name": "user_proxy",
"role": "thought",
"content": "User is reviewing the progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769438077
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
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},
{
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"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769438277
},
{
"agent_name": "system",
"role": "action",
"content": "System heartbeat check",
"tool_call": {
"name": "heartbeat",
"args": {
"timestamp": "2026-01-30T10:37:17.977Z",
"success": null
}
},
"tool_result": {
"status": "healthy",
"timestamp": "2026-01-30T10:37:17.977Z",
"uptime": "24d 5h 32m",
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"success": null,
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},
"timestamp_ms": 1769769438377
},
{
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{
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}
},
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| 13
| 3
| 0
|
{
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}
|
openchef_session_ml0r11y3_34
|
train
|
Search the web for the latest AI agent frameworks and compare them
|
[
"user",
"user_proxy",
"system"
] |
[
{
"agent_name": "user",
"role": "user_message",
"content": "Search the web for the latest AI agent frameworks and compare them",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769437977
},
{
"agent_name": "user_proxy",
"role": "thought",
"content": "User is reviewing the progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769438077
},
{
"agent_name": "system",
"role": "action",
"content": "System heartbeat check",
"tool_call": {
"name": "heartbeat",
"args": {
"timestamp": "2026-01-30T10:37:17.977Z",
"success": null
}
},
"tool_result": {
"status": "healthy",
"timestamp": "2026-01-30T10:37:17.977Z",
"uptime": "24d 5h 32m",
"session_complete": null,
"success": null,
"summary": null
},
"timestamp_ms": 1769769438177
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
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"timestamp_ms": 1769769438279
},
{
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},
{
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"tool_call": {
"name": "heartbeat",
"args": {
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}
},
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{
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{
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"session_complete": true,
"success": true,
"summary": "Session completed successfully"
},
"timestamp_ms": 1769769438679
}
] | false
| 8
| 3
| 0
|
{
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"error_rate": 15
}
|
openchef_session_ml0r123x_37
|
train
|
Check if there are any scheduling conflicts for tomorrow's presentations
|
[
"user",
"user_proxy",
"system"
] |
[
{
"agent_name": "user",
"role": "user_message",
"content": "Check if there are any scheduling conflicts for tomorrow's presentations",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769438189
},
{
"agent_name": "user_proxy",
"role": "thought",
"content": "User is reviewing the progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769438289
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769438389
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769438489
},
{
"agent_name": "system",
"role": "action",
"content": "System heartbeat check",
"tool_call": {
"name": "heartbeat",
"args": {
"timestamp": "2026-01-30T10:37:18.189Z",
"success": null
}
},
"tool_result": {
"status": "healthy",
"timestamp": "2026-01-30T10:37:18.189Z",
"uptime": "24d 5h 32m",
"session_complete": null,
"success": null,
"summary": null
},
"timestamp_ms": 1769769438589
},
{
"agent_name": "system",
"role": "thought",
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"timestamp_ms": 1769769438689
},
{
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},
{
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"content": "System heartbeat check",
"tool_call": {
"name": "heartbeat",
"args": {
"timestamp": "2026-01-30T10:37:18.189Z",
"success": null
}
},
"tool_result": {
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{
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}
},
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},
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| 10
| 4
| 0
|
{
"generator_version": "OPENCHEF!:AGENTIC v2.0",
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"error_rate": 15
}
|
openchef_session_ml0r123y_38
|
train
|
Schedule a meeting with the engineering team for next week, check everyone's availability
|
[
"user",
"user_proxy",
"system"
] |
[
{
"agent_name": "user",
"role": "user_message",
"content": "Schedule a meeting with the engineering team for next week, check everyone's availability",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769438189
},
{
"agent_name": "user_proxy",
"role": "thought",
"content": "User is reviewing the progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769438289
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769438389
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769438489
},
{
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"role": "thought",
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"timestamp_ms": 1769769438589
},
{
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"role": "action",
"content": "System heartbeat check",
"tool_call": {
"name": "heartbeat",
"args": {
"timestamp": "2026-01-30T10:37:18.189Z",
"success": null
}
},
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},
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},
{
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},
{
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"role": "action",
"content": "Session completed successfully",
"tool_call": {
"name": "finalize_session",
"args": {
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"success": true
}
},
"tool_result": {
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"timestamp": null,
"uptime": null,
"session_complete": true,
"success": true,
"summary": "Session completed successfully"
},
"timestamp_ms": 1769769439090
}
] | true
| 10
| 2
| 0
|
{
"generator_version": "OPENCHEF!:AGENTIC v2.0",
"timestamp": "2026-01-30T10:37:18.190Z",
"error_rate": 15
}
|
openchef_session_ml0r123y_39
|
train
|
Write a Node.js script to automate file organization in the downloads folder
|
[
"user",
"user_proxy",
"system"
] |
[
{
"agent_name": "user",
"role": "user_message",
"content": "Write a Node.js script to automate file organization in the downloads folder",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769438190
},
{
"agent_name": "user_proxy",
"role": "thought",
"content": "User is reviewing the progress",
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"tool_result": null,
"timestamp_ms": 1769769438290
},
{
"agent_name": "system",
"role": "action",
"content": "System heartbeat check",
"tool_call": {
"name": "heartbeat",
"args": {
"timestamp": "2026-01-30T10:37:18.190Z",
"success": null
}
},
"tool_result": {
"status": "healthy",
"timestamp": "2026-01-30T10:37:18.190Z",
"uptime": "24d 5h 32m",
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},
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},
{
"agent_name": "system",
"role": "action",
"content": "System heartbeat check",
"tool_call": {
"name": "heartbeat",
"args": {
"timestamp": "2026-01-30T10:37:18.190Z",
"success": null
}
},
"tool_result": {
"status": "healthy",
"timestamp": "2026-01-30T10:37:18.190Z",
"uptime": "24d 5h 32m",
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"success": null,
"summary": null
},
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},
{
"agent_name": "system",
"role": "action",
"content": "System heartbeat check",
"tool_call": {
"name": "heartbeat",
"args": {
"timestamp": "2026-01-30T10:37:18.190Z",
"success": null
}
},
"tool_result": {
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"timestamp": "2026-01-30T10:37:18.190Z",
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},
"timestamp_ms": 1769769438590
},
{
"agent_name": "system",
"role": "thought",
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},
{
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},
{
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"content": "System monitoring session progress",
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"timestamp_ms": 1769769438890
},
{
"agent_name": "system",
"role": "action",
"content": "System heartbeat check",
"tool_call": {
"name": "heartbeat",
"args": {
"timestamp": "2026-01-30T10:37:18.190Z",
"success": null
}
},
"tool_result": {
"status": "healthy",
"timestamp": "2026-01-30T10:37:18.190Z",
"uptime": "24d 5h 32m",
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"summary": null
},
"timestamp_ms": 1769769438990
},
{
"agent_name": "system",
"role": "action",
"content": "Session completed successfully",
"tool_call": {
"name": "finalize_session",
"args": {
"timestamp": null,
"success": true
}
},
"tool_result": {
"status": null,
"timestamp": null,
"uptime": null,
"session_complete": true,
"success": true,
"summary": "Session completed successfully"
},
"timestamp_ms": 1769769439090
}
] | true
| 10
| 5
| 0
|
{
"generator_version": "OPENCHEF!:AGENTIC v2.0",
"timestamp": "2026-01-30T10:37:18.190Z",
"error_rate": 15
}
|
openchef_session_ml0r12qr_44
|
train
|
Search for information about multi-agent systems and prepare a brief summary
|
[
"user",
"user_proxy",
"system"
] |
[
{
"agent_name": "user",
"role": "user_message",
"content": "Search for information about multi-agent systems and prepare a brief summary",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769439011
},
{
"agent_name": "user_proxy",
"role": "thought",
"content": "User is reviewing the progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769439111
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769439211
},
{
"agent_name": "system",
"role": "action",
"content": "System heartbeat check",
"tool_call": {
"name": "heartbeat",
"args": {
"timestamp": "2026-01-30T10:37:19.011Z",
"success": null
}
},
"tool_result": {
"status": "healthy",
"timestamp": "2026-01-30T10:37:19.011Z",
"uptime": "24d 5h 32m",
"session_complete": null,
"success": null,
"summary": null
},
"timestamp_ms": 1769769439311
},
{
"agent_name": "system",
"role": "action",
"content": "System heartbeat check",
"tool_call": {
"name": "heartbeat",
"args": {
"timestamp": "2026-01-30T10:37:19.011Z",
"success": null
}
},
"tool_result": {
"status": "healthy",
"timestamp": "2026-01-30T10:37:19.011Z",
"uptime": "24d 5h 32m",
"session_complete": null,
"success": null,
"summary": null
},
"timestamp_ms": 1769769439411
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769439511
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769439611
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769439711
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769439811
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769439911
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769440011
},
{
"agent_name": "system",
"role": "action",
"content": "Session completed successfully",
"tool_call": {
"name": "finalize_session",
"args": {
"timestamp": null,
"success": true
}
},
"tool_result": {
"status": null,
"timestamp": null,
"uptime": null,
"session_complete": true,
"success": true,
"summary": "Session completed successfully"
},
"timestamp_ms": 1769769440111
}
] | true
| 12
| 3
| 0
|
{
"generator_version": "OPENCHEF!:AGENTIC v2.0",
"timestamp": "2026-01-30T10:37:19.011Z",
"error_rate": 15
}
|
openchef_session_ml0r12we_45
|
train
|
Create a calendar event for the monthly review meeting with the client
|
[
"user",
"user_proxy",
"system"
] |
[
{
"agent_name": "user",
"role": "user_message",
"content": "Create a calendar event for the monthly review meeting with the client",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769439214
},
{
"agent_name": "user_proxy",
"role": "thought",
"content": "User is reviewing the progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769439314
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769439414
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769439514
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769439614
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769439714
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769439814
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769439914
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769440014
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769440114
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769440214
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769440314
},
{
"agent_name": "system",
"role": "action",
"content": "Session completed successfully",
"tool_call": {
"name": "finalize_session",
"args": {
"timestamp": null,
"success": true
}
},
"tool_result": {
"status": null,
"timestamp": null,
"uptime": null,
"session_complete": true,
"success": true,
"summary": "Session completed successfully"
},
"timestamp_ms": 1769769440414
}
] | true
| 13
| 1
| 0
|
{
"generator_version": "OPENCHEF!:AGENTIC v2.0",
"timestamp": "2026-01-30T10:37:19.214Z",
"error_rate": 15
}
|
openchef_session_ml0r12we_47
|
train
|
Write a Node.js script to automate file organization in the downloads folder
|
[
"user",
"user_proxy",
"system"
] |
[
{
"agent_name": "user",
"role": "user_message",
"content": "Write a Node.js script to automate file organization in the downloads folder",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769439214
},
{
"agent_name": "user_proxy",
"role": "thought",
"content": "User is reviewing the progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769439314
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769439414
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769439514
},
{
"agent_name": "system",
"role": "action",
"content": "System heartbeat check",
"tool_call": {
"name": "heartbeat",
"args": {
"timestamp": "2026-01-30T10:37:19.214Z",
"success": null
}
},
"tool_result": {
"status": "healthy",
"timestamp": "2026-01-30T10:37:19.214Z",
"uptime": "24d 5h 32m",
"session_complete": null,
"success": null,
"summary": null
},
"timestamp_ms": 1769769439614
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769439714
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769439814
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769439914
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769440014
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769440114
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769440214
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769440314
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769440414
},
{
"agent_name": "system",
"role": "action",
"content": "System heartbeat check",
"tool_call": {
"name": "heartbeat",
"args": {
"timestamp": "2026-01-30T10:37:19.214Z",
"success": null
}
},
"tool_result": {
"status": "healthy",
"timestamp": "2026-01-30T10:37:19.214Z",
"uptime": "24d 5h 32m",
"session_complete": null,
"success": null,
"summary": null
},
"timestamp_ms": 1769769440514
},
{
"agent_name": "system",
"role": "action",
"content": "System heartbeat check",
"tool_call": {
"name": "heartbeat",
"args": {
"timestamp": "2026-01-30T10:37:19.214Z",
"success": null
}
},
"tool_result": {
"status": "healthy",
"timestamp": "2026-01-30T10:37:19.214Z",
"uptime": "24d 5h 32m",
"session_complete": null,
"success": null,
"summary": null
},
"timestamp_ms": 1769769440614
}
] | true
| 15
| 3
| 0
|
{
"generator_version": "OPENCHEF!:AGENTIC v2.0",
"timestamp": "2026-01-30T10:37:19.214Z",
"error_rate": 15
}
|
openchef_session_ml0r12we_48
|
train
|
Check if there are any scheduling conflicts for tomorrow's presentations
|
[
"user",
"user_proxy",
"system"
] |
[
{
"agent_name": "user",
"role": "user_message",
"content": "Check if there are any scheduling conflicts for tomorrow's presentations",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769439214
},
{
"agent_name": "user_proxy",
"role": "thought",
"content": "User is reviewing the progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769439314
},
{
"agent_name": "system",
"role": "action",
"content": "System heartbeat check",
"tool_call": {
"name": "heartbeat",
"args": {
"timestamp": "2026-01-30T10:37:19.214Z",
"success": null
}
},
"tool_result": {
"status": "healthy",
"timestamp": "2026-01-30T10:37:19.214Z",
"uptime": "24d 5h 32m",
"session_complete": null,
"success": null,
"summary": null
},
"timestamp_ms": 1769769439414
},
{
"agent_name": "system",
"role": "action",
"content": "System heartbeat check",
"tool_call": {
"name": "heartbeat",
"args": {
"timestamp": "2026-01-30T10:37:19.214Z",
"success": null
}
},
"tool_result": {
"status": "healthy",
"timestamp": "2026-01-30T10:37:19.214Z",
"uptime": "24d 5h 32m",
"session_complete": null,
"success": null,
"summary": null
},
"timestamp_ms": 1769769439514
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769439614
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769439714
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769439814
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769439914
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769440014
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769440114
},
{
"agent_name": "system",
"role": "action",
"content": "Session completed successfully",
"tool_call": {
"name": "finalize_session",
"args": {
"timestamp": null,
"success": true
}
},
"tool_result": {
"status": null,
"timestamp": null,
"uptime": null,
"session_complete": true,
"success": true,
"summary": "Session completed successfully"
},
"timestamp_ms": 1769769440214
}
] | true
| 11
| 3
| 0
|
{
"generator_version": "OPENCHEF!:AGENTIC v2.0",
"timestamp": "2026-01-30T10:37:19.214Z",
"error_rate": 15
}
|
openchef_session_ml0r134x_50
|
train
|
Write a TypeScript function to process JSON data and save to a file
|
[
"user",
"user_proxy",
"system"
] |
[
{
"agent_name": "user",
"role": "user_message",
"content": "Write a TypeScript function to process JSON data and save to a file",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769439520
},
{
"agent_name": "user_proxy",
"role": "thought",
"content": "User is reviewing the progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769439620
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769439720
},
{
"agent_name": "system",
"role": "action",
"content": "System heartbeat check",
"tool_call": {
"name": "heartbeat",
"args": {
"timestamp": "2026-01-30T10:37:19.520Z",
"success": null
}
},
"tool_result": {
"status": "healthy",
"timestamp": "2026-01-30T10:37:19.521Z",
"uptime": "24d 5h 32m",
"session_complete": null,
"success": null,
"summary": null
},
"timestamp_ms": 1769769439820
},
{
"agent_name": "system",
"role": "action",
"content": "System heartbeat check",
"tool_call": {
"name": "heartbeat",
"args": {
"timestamp": "2026-01-30T10:37:19.521Z",
"success": null
}
},
"tool_result": {
"status": "healthy",
"timestamp": "2026-01-30T10:37:19.521Z",
"uptime": "24d 5h 32m",
"session_complete": null,
"success": null,
"summary": null
},
"timestamp_ms": 1769769439921
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769440021
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769440121
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769440221
},
{
"agent_name": "system",
"role": "action",
"content": "Session completed successfully",
"tool_call": {
"name": "finalize_session",
"args": {
"timestamp": null,
"success": true
}
},
"tool_result": {
"status": null,
"timestamp": null,
"uptime": null,
"session_complete": true,
"success": true,
"summary": "Session completed successfully"
},
"timestamp_ms": 1769769440321
}
] | true
| 9
| 3
| 0
|
{
"generator_version": "OPENCHEF!:AGENTIC v2.0",
"timestamp": "2026-01-30T10:37:19.521Z",
"error_rate": 15
}
|
openchef_session_ml0r134y_51
|
train
|
Write a Node.js script to automate file organization in the downloads folder
|
[
"user",
"user_proxy",
"system"
] |
[
{
"agent_name": "user",
"role": "user_message",
"content": "Write a Node.js script to automate file organization in the downloads folder",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769439521
},
{
"agent_name": "user_proxy",
"role": "thought",
"content": "User is reviewing the progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769439621
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769439721
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769439821
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769439921
},
{
"agent_name": "system",
"role": "action",
"content": "System heartbeat check",
"tool_call": {
"name": "heartbeat",
"args": {
"timestamp": "2026-01-30T10:37:19.521Z",
"success": null
}
},
"tool_result": {
"status": "healthy",
"timestamp": "2026-01-30T10:37:19.522Z",
"uptime": "24d 5h 32m",
"session_complete": null,
"success": null,
"summary": null
},
"timestamp_ms": 1769769440022
},
{
"agent_name": "system",
"role": "action",
"content": "System heartbeat check",
"tool_call": {
"name": "heartbeat",
"args": {
"timestamp": "2026-01-30T10:37:19.522Z",
"success": null
}
},
"tool_result": {
"status": "healthy",
"timestamp": "2026-01-30T10:37:19.522Z",
"uptime": "24d 5h 32m",
"session_complete": null,
"success": null,
"summary": null
},
"timestamp_ms": 1769769440122
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769440222
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769440322
},
{
"agent_name": "system",
"role": "action",
"content": "Session completed successfully",
"tool_call": {
"name": "finalize_session",
"args": {
"timestamp": null,
"success": true
}
},
"tool_result": {
"status": null,
"timestamp": null,
"uptime": null,
"session_complete": true,
"success": true,
"summary": "Session completed successfully"
},
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| 10
| 3
| 0
|
{
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"timestamp": "2026-01-30T10:37:19.522Z",
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}
|
openchef_session_ml0r134y_54
|
train
|
Check if there are any scheduling conflicts for tomorrow's presentations
|
[
"user",
"user_proxy",
"system"
] |
[
{
"agent_name": "user",
"role": "user_message",
"content": "Check if there are any scheduling conflicts for tomorrow's presentations",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769439522
},
{
"agent_name": "user_proxy",
"role": "thought",
"content": "User is reviewing the progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769439622
},
{
"agent_name": "system",
"role": "thought",
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"timestamp_ms": 1769769439722
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{
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{
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{
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{
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{
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{
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"content": "System heartbeat check",
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"args": {
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"success": null
}
},
"tool_result": {
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"uptime": "24d 5h 32m",
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{
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| 2
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|
openchef_session_ml0r13ar_55
|
train
|
Create a calendar event for the monthly review meeting with the client
|
[
"user",
"user_proxy",
"system"
] |
[
{
"agent_name": "user",
"role": "user_message",
"content": "Create a calendar event for the monthly review meeting with the client",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769439731
},
{
"agent_name": "user_proxy",
"role": "thought",
"content": "User is reviewing the progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769439831
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769439931
},
{
"agent_name": "system",
"role": "action",
"content": "System heartbeat check",
"tool_call": {
"name": "heartbeat",
"args": {
"timestamp": "2026-01-30T10:37:19.731Z",
"success": null
}
},
"tool_result": {
"status": "healthy",
"timestamp": "2026-01-30T10:37:19.731Z",
"uptime": "24d 5h 32m",
"session_complete": null,
"success": null,
"summary": null
},
"timestamp_ms": 1769769440031
},
{
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"role": "thought",
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"timestamp_ms": 1769769440131
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{
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{
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{
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{
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| 15
| 2
| 0
|
{
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"error_rate": 15
}
|
openchef_session_ml0r13ar_57
|
train
|
Search for information about multi-agent systems and prepare a brief summary
|
[
"user",
"user_proxy",
"system"
] |
[
{
"agent_name": "user",
"role": "user_message",
"content": "Search for information about multi-agent systems and prepare a brief summary",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769439731
},
{
"agent_name": "user_proxy",
"role": "thought",
"content": "User is reviewing the progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769439831
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769439931
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769440031
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769440131
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769440231
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{
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"tool_call": null,
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},
{
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{
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"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769440531
},
{
"agent_name": "system",
"role": "action",
"content": "System heartbeat check",
"tool_call": {
"name": "heartbeat",
"args": {
"timestamp": "2026-01-30T10:37:19.731Z",
"success": null
}
},
"tool_result": {
"status": "healthy",
"timestamp": "2026-01-30T10:37:19.731Z",
"uptime": "24d 5h 32m",
"session_complete": null,
"success": null,
"summary": null
},
"timestamp_ms": 1769769440631
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] | true
| 10
| 1
| 0
|
{
"generator_version": "OPENCHEF!:AGENTIC v2.0",
"timestamp": "2026-01-30T10:37:19.731Z",
"error_rate": 15
}
|
openchef_session_ml0r13ar_58
|
train
|
Schedule a meeting with the engineering team for next week, check everyone's availability
|
[
"user",
"user_proxy",
"system"
] |
[
{
"agent_name": "user",
"role": "user_message",
"content": "Schedule a meeting with the engineering team for next week, check everyone's availability",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769439731
},
{
"agent_name": "user_proxy",
"role": "thought",
"content": "User is reviewing the progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769439831
},
{
"agent_name": "system",
"role": "action",
"content": "System heartbeat check",
"tool_call": {
"name": "heartbeat",
"args": {
"timestamp": "2026-01-30T10:37:19.731Z",
"success": null
}
},
"tool_result": {
"status": "healthy",
"timestamp": "2026-01-30T10:37:19.731Z",
"uptime": "24d 5h 32m",
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"success": null,
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{
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"content": "System monitoring session progress",
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"timestamp_ms": 1769769440031
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{
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"role": "action",
"content": "System heartbeat check",
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"args": {
"timestamp": "2026-01-30T10:37:19.731Z",
"success": null
}
},
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{
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"success": null
}
},
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},
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| 6
| 0
|
{
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|
openchef_session_ml0r13ar_59
|
train
|
Create a calendar event for the monthly review meeting with the client
|
[
"user",
"user_proxy",
"system"
] |
[
{
"agent_name": "user",
"role": "user_message",
"content": "Create a calendar event for the monthly review meeting with the client",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769439731
},
{
"agent_name": "user_proxy",
"role": "thought",
"content": "User is reviewing the progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769439831
},
{
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{
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{
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{
"agent_name": "system",
"role": "action",
"content": "System heartbeat check",
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"name": "heartbeat",
"args": {
"timestamp": "2026-01-30T10:37:19.731Z",
"success": null
}
},
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"summary": "Session completed successfully"
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| 10
| 2
| 0
|
{
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}
|
openchef_session_ml0r13fe_60
|
train
|
Create a calendar event for the monthly review meeting with the client
|
[
"user",
"user_proxy",
"system"
] |
[
{
"agent_name": "user",
"role": "user_message",
"content": "Create a calendar event for the monthly review meeting with the client",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769439898
},
{
"agent_name": "user_proxy",
"role": "thought",
"content": "User is reviewing the progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769439998
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769440098
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
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"timestamp_ms": 1769769440198
},
{
"agent_name": "system",
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"timestamp_ms": 1769769440298
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{
"agent_name": "system",
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{
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{
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{
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"success": true
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"uptime": null,
"session_complete": true,
"success": true,
"summary": "Session completed successfully"
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"timestamp_ms": 1769769440798
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| 10
| 1
| 0
|
{
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|
openchef_session_ml0r13fe_62
|
train
|
Check my email for urgent messages from the team and summarize them
|
[
"user",
"user_proxy",
"system"
] |
[
{
"agent_name": "user",
"role": "user_message",
"content": "Check my email for urgent messages from the team and summarize them",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769439898
},
{
"agent_name": "user_proxy",
"role": "thought",
"content": "User is reviewing the progress",
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{
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{
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{
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"timestamp_ms": 1769769440298
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{
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"timestamp_ms": 1769769440398
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{
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}
},
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| 11
| 3
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{
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"timestamp": "2026-01-30T10:37:19.898Z",
"error_rate": 15
}
|
openchef_session_ml0r13fe_63
|
train
|
Search the web for the latest AI agent frameworks and compare them
|
[
"user",
"user_proxy",
"system"
] |
[
{
"agent_name": "user",
"role": "user_message",
"content": "Search the web for the latest AI agent frameworks and compare them",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769439898
},
{
"agent_name": "user_proxy",
"role": "thought",
"content": "User is reviewing the progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769439998
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769440098
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769440198
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
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"timestamp_ms": 1769769440298
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
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"tool_result": null,
"timestamp_ms": 1769769440398
},
{
"agent_name": "system",
"role": "action",
"content": "System heartbeat check",
"tool_call": {
"name": "heartbeat",
"args": {
"timestamp": "2026-01-30T10:37:19.898Z",
"success": null
}
},
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{
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"name": "finalize_session",
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"success": true
}
},
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"uptime": null,
"session_complete": true,
"success": true,
"summary": "Session completed successfully"
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] | true
| 9
| 3
| 0
|
{
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"timestamp": "2026-01-30T10:37:19.898Z",
"error_rate": 15
}
|
openchef_session_ml0r13fe_64
|
train
|
Search for information about multi-agent systems and prepare a brief summary
|
[
"user",
"user_proxy",
"system"
] |
[
{
"agent_name": "user",
"role": "user_message",
"content": "Search for information about multi-agent systems and prepare a brief summary",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769439898
},
{
"agent_name": "user_proxy",
"role": "thought",
"content": "User is reviewing the progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769439998
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769440098
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769440198
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769440298
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769440398
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769440498
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
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"timestamp_ms": 1769769440598
},
{
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"tool_result": null,
"timestamp_ms": 1769769440698
},
{
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"timestamp_ms": 1769769440798
},
{
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"timestamp_ms": 1769769440898
},
{
"agent_name": "system",
"role": "action",
"content": "Session completed successfully",
"tool_call": {
"name": "finalize_session",
"args": {
"timestamp": null,
"success": true
}
},
"tool_result": {
"status": null,
"timestamp": null,
"uptime": null,
"session_complete": true,
"success": true,
"summary": "Session completed successfully"
},
"timestamp_ms": 1769769440998
}
] | true
| 12
| 1
| 0
|
{
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"timestamp": "2026-01-30T10:37:19.898Z",
"error_rate": 15
}
|
openchef_session_ml0r13jl_66
|
train
|
Check my email for urgent messages from the team and summarize them
|
[
"user",
"user_proxy",
"system"
] |
[
{
"agent_name": "user",
"role": "user_message",
"content": "Check my email for urgent messages from the team and summarize them",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769440049
},
{
"agent_name": "user_proxy",
"role": "thought",
"content": "User is reviewing the progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769440149
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769440249
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769440349
},
{
"agent_name": "system",
"role": "action",
"content": "System heartbeat check",
"tool_call": {
"name": "heartbeat",
"args": {
"timestamp": "2026-01-30T10:37:20.049Z",
"success": null
}
},
"tool_result": {
"status": "healthy",
"timestamp": "2026-01-30T10:37:20.049Z",
"uptime": "24d 5h 32m",
"session_complete": null,
"success": null,
"summary": null
},
"timestamp_ms": 1769769440449
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769440549
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{
"agent_name": "system",
"role": "thought",
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"tool_result": null,
"timestamp_ms": 1769769440649
},
{
"agent_name": "system",
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"content": "System heartbeat check",
"tool_call": {
"name": "heartbeat",
"args": {
"timestamp": "2026-01-30T10:37:20.049Z",
"success": null
}
},
"tool_result": {
"status": "healthy",
"timestamp": "2026-01-30T10:37:20.049Z",
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"success": null,
"summary": null
},
"timestamp_ms": 1769769440749
},
{
"agent_name": "system",
"role": "action",
"content": "Session completed successfully",
"tool_call": {
"name": "finalize_session",
"args": {
"timestamp": null,
"success": true
}
},
"tool_result": {
"status": null,
"timestamp": null,
"uptime": null,
"session_complete": true,
"success": true,
"summary": "Session completed successfully"
},
"timestamp_ms": 1769769440849
}
] | true
| 9
| 3
| 0
|
{
"generator_version": "OPENCHEF!:AGENTIC v2.0",
"timestamp": "2026-01-30T10:37:20.049Z",
"error_rate": 15
}
|
openchef_session_ml0r13jl_68
|
train
|
Schedule a meeting with the engineering team for next week, check everyone's availability
|
[
"user",
"user_proxy",
"system"
] |
[
{
"agent_name": "user",
"role": "user_message",
"content": "Schedule a meeting with the engineering team for next week, check everyone's availability",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769440049
},
{
"agent_name": "user_proxy",
"role": "thought",
"content": "User is reviewing the progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769440149
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769440249
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769440349
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769440449
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769440549
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769440649
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769440749
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769440849
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769440949
},
{
"agent_name": "system",
"role": "action",
"content": "Session completed successfully",
"tool_call": {
"name": "finalize_session",
"args": {
"timestamp": null,
"success": true
}
},
"tool_result": {
"status": null,
"timestamp": null,
"uptime": null,
"session_complete": true,
"success": true,
"summary": "Session completed successfully"
},
"timestamp_ms": 1769769441049
}
] | true
| 11
| 1
| 0
|
{
"generator_version": "OPENCHEF!:AGENTIC v2.0",
"timestamp": "2026-01-30T10:37:20.049Z",
"error_rate": 15
}
|
openchef_session_ml0r13nc_70
|
train
|
Schedule a meeting with the engineering team for next week, check everyone's availability
|
[
"user",
"user_proxy",
"system"
] |
[
{
"agent_name": "user",
"role": "user_message",
"content": "Schedule a meeting with the engineering team for next week, check everyone's availability",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769440184
},
{
"agent_name": "user_proxy",
"role": "thought",
"content": "User is reviewing the progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769440284
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769440384
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769440484
},
{
"agent_name": "system",
"role": "action",
"content": "System heartbeat check",
"tool_call": {
"name": "heartbeat",
"args": {
"timestamp": "2026-01-30T10:37:20.184Z",
"success": null
}
},
"tool_result": {
"status": "healthy",
"timestamp": "2026-01-30T10:37:20.184Z",
"uptime": "24d 5h 32m",
"session_complete": null,
"success": null,
"summary": null
},
"timestamp_ms": 1769769440584
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
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"tool_result": null,
"timestamp_ms": 1769769440684
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769440784
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769440884
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769440984
},
{
"agent_name": "system",
"role": "action",
"content": "System heartbeat check",
"tool_call": {
"name": "heartbeat",
"args": {
"timestamp": "2026-01-30T10:37:20.184Z",
"success": null
}
},
"tool_result": {
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"timestamp": "2026-01-30T10:37:20.184Z",
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"timestamp_ms": 1769769441084
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{
"agent_name": "system",
"role": "action",
"content": "System heartbeat check",
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"args": {
"timestamp": "2026-01-30T10:37:20.184Z",
"success": null
}
},
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"timestamp": "2026-01-30T10:37:20.184Z",
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{
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{
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{
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"role": "action",
"content": "Session completed successfully",
"tool_call": {
"name": "finalize_session",
"args": {
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"success": true
}
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"timestamp": null,
"uptime": null,
"session_complete": true,
"success": true,
"summary": "Session completed successfully"
},
"timestamp_ms": 1769769441584
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] | true
| 15
| 4
| 0
|
{
"generator_version": "OPENCHEF!:AGENTIC v2.0",
"timestamp": "2026-01-30T10:37:20.184Z",
"error_rate": 15
}
|
openchef_session_ml0r13nc_73
|
train
|
Check if there are any scheduling conflicts for tomorrow's presentations
|
[
"user",
"user_proxy",
"system"
] |
[
{
"agent_name": "user",
"role": "user_message",
"content": "Check if there are any scheduling conflicts for tomorrow's presentations",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769440184
},
{
"agent_name": "user_proxy",
"role": "thought",
"content": "User is reviewing the progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769440284
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769440384
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769440484
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769440584
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769440684
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769440784
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769440884
},
{
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"timestamp_ms": 1769769440984
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"timestamp_ms": 1769769441084
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{
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"tool_result": null,
"timestamp_ms": 1769769441184
},
{
"agent_name": "system",
"role": "action",
"content": "Session completed successfully",
"tool_call": {
"name": "finalize_session",
"args": {
"timestamp": null,
"success": true
}
},
"tool_result": {
"status": null,
"timestamp": null,
"uptime": null,
"session_complete": true,
"success": true,
"summary": "Session completed successfully"
},
"timestamp_ms": 1769769441284
}
] | true
| 12
| 1
| 0
|
{
"generator_version": "OPENCHEF!:AGENTIC v2.0",
"timestamp": "2026-01-30T10:37:20.184Z",
"error_rate": 15
}
|
openchef_session_ml0r147k_75
|
train
|
Search the web for the latest AI agent frameworks and compare them
|
[
"user",
"user_proxy",
"system"
] |
[
{
"agent_name": "user",
"role": "user_message",
"content": "Search the web for the latest AI agent frameworks and compare them",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769440912
},
{
"agent_name": "user_proxy",
"role": "thought",
"content": "User is reviewing the progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769441012
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769441112
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769441212
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769441312
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769441412
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769441512
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769441612
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769441712
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769441812
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769441912
},
{
"agent_name": "system",
"role": "action",
"content": "Session completed successfully",
"tool_call": {
"name": "finalize_session",
"args": {
"timestamp": null,
"success": true
}
},
"tool_result": {
"status": null,
"timestamp": null,
"uptime": null,
"session_complete": true,
"success": true,
"summary": "Session completed successfully"
},
"timestamp_ms": 1769769442012
}
] | true
| 12
| 1
| 0
|
{
"generator_version": "OPENCHEF!:AGENTIC v2.0",
"timestamp": "2026-01-30T10:37:20.912Z",
"error_rate": 15
}
|
openchef_session_ml0r147k_76
|
train
|
Write a TypeScript function to process JSON data and save to a file
|
[
"user",
"user_proxy",
"system"
] |
[
{
"agent_name": "user",
"role": "user_message",
"content": "Write a TypeScript function to process JSON data and save to a file",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769440912
},
{
"agent_name": "user_proxy",
"role": "thought",
"content": "User is reviewing the progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769441012
},
{
"agent_name": "system",
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| 8
| 3
| 0
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}
|
openchef_session_ml0r147k_78
|
train
|
Schedule a meeting with the engineering team for next week, check everyone's availability
|
[
"user",
"user_proxy",
"system"
] |
[
{
"agent_name": "user",
"role": "user_message",
"content": "Schedule a meeting with the engineering team for next week, check everyone's availability",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769440912
},
{
"agent_name": "user_proxy",
"role": "thought",
"content": "User is reviewing the progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769441012
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769441112
},
{
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"tool_call": null,
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"timestamp_ms": 1769769441212
},
{
"agent_name": "system",
"role": "action",
"content": "System heartbeat check",
"tool_call": {
"name": "heartbeat",
"args": {
"timestamp": "2026-01-30T10:37:20.912Z",
"success": null
}
},
"tool_result": {
"status": "healthy",
"timestamp": "2026-01-30T10:37:20.912Z",
"uptime": "24d 5h 32m",
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"success": null,
"summary": null
},
"timestamp_ms": 1769769441312
},
{
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{
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{
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{
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{
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},
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}
] | true
| 13
| 3
| 0
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{
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}
|
openchef_session_ml0r147k_79
|
train
|
Find all emails from last week about the project deadline and forward them to me
|
[
"user",
"user_proxy",
"system"
] |
[
{
"agent_name": "user",
"role": "user_message",
"content": "Find all emails from last week about the project deadline and forward them to me",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769440912
},
{
"agent_name": "user_proxy",
"role": "thought",
"content": "User is reviewing the progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769441012
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769441112
},
{
"agent_name": "system",
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"content": "System monitoring session progress",
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},
{
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"role": "action",
"content": "System heartbeat check",
"tool_call": {
"name": "heartbeat",
"args": {
"timestamp": "2026-01-30T10:37:20.912Z",
"success": null
}
},
"tool_result": {
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"timestamp": "2026-01-30T10:37:20.912Z",
"uptime": "24d 5h 32m",
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"success": null,
"summary": null
},
"timestamp_ms": 1769769441312
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{
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"tool_result": null,
"timestamp_ms": 1769769441412
},
{
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"content": "System heartbeat check",
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"name": "heartbeat",
"args": {
"timestamp": "2026-01-30T10:37:20.912Z",
"success": null
}
},
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"name": "heartbeat",
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"timestamp": "2026-01-30T10:37:20.912Z",
"success": null
}
},
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] | true
| 9
| 3
| 0
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}
|
openchef_session_ml0r14c8_80
|
train
|
Check if there are any scheduling conflicts for tomorrow's presentations
|
[
"user",
"user_proxy",
"system"
] |
[
{
"agent_name": "user",
"role": "user_message",
"content": "Check if there are any scheduling conflicts for tomorrow's presentations",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769441080
},
{
"agent_name": "user_proxy",
"role": "thought",
"content": "User is reviewing the progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769441180
},
{
"agent_name": "system",
"role": "action",
"content": "System heartbeat check",
"tool_call": {
"name": "heartbeat",
"args": {
"timestamp": "2026-01-30T10:37:21.080Z",
"success": null
}
},
"tool_result": {
"status": "healthy",
"timestamp": "2026-01-30T10:37:21.080Z",
"uptime": "24d 5h 32m",
"session_complete": null,
"success": null,
"summary": null
},
"timestamp_ms": 1769769441280
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769441380
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769441480
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769441580
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769441680
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769441780
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769441880
},
{
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"role": "thought",
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"tool_result": null,
"timestamp_ms": 1769769441980
},
{
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"role": "action",
"content": "System heartbeat check",
"tool_call": {
"name": "heartbeat",
"args": {
"timestamp": "2026-01-30T10:37:21.080Z",
"success": null
}
},
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{
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"success": true
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"uptime": null,
"session_complete": true,
"success": true,
"summary": "Session completed successfully"
},
"timestamp_ms": 1769769442380
}
] | true
| 14
| 4
| 0
|
{
"generator_version": "OPENCHEF!:AGENTIC v2.0",
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"error_rate": 15
}
|
openchef_session_ml0r14c9_81
|
train
|
Find all emails from last week about the project deadline and forward them to me
|
[
"user",
"user_proxy",
"system"
] |
[
{
"agent_name": "user",
"role": "user_message",
"content": "Find all emails from last week about the project deadline and forward them to me",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769441081
},
{
"agent_name": "user_proxy",
"role": "thought",
"content": "User is reviewing the progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769441181
},
{
"agent_name": "system",
"role": "action",
"content": "System heartbeat check",
"tool_call": {
"name": "heartbeat",
"args": {
"timestamp": "2026-01-30T10:37:21.081Z",
"success": null
}
},
"tool_result": {
"status": "healthy",
"timestamp": "2026-01-30T10:37:21.081Z",
"uptime": "24d 5h 32m",
"session_complete": null,
"success": null,
"summary": null
},
"timestamp_ms": 1769769441281
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769441381
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769441481
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769441581
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769441681
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769441781
},
{
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"role": "thought",
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"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769441881
},
{
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"tool_result": null,
"timestamp_ms": 1769769441981
},
{
"agent_name": "system",
"role": "action",
"content": "Session completed successfully",
"tool_call": {
"name": "finalize_session",
"args": {
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"success": true
}
},
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"timestamp": null,
"uptime": null,
"session_complete": true,
"success": true,
"summary": "Session completed successfully"
},
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] | true
| 11
| 2
| 0
|
{
"generator_version": "OPENCHEF!:AGENTIC v2.0",
"timestamp": "2026-01-30T10:37:21.081Z",
"error_rate": 15
}
|
openchef_session_ml0r14c9_82
|
train
|
Check my email for urgent messages from the team and summarize them
|
[
"user",
"user_proxy",
"system"
] |
[
{
"agent_name": "user",
"role": "user_message",
"content": "Check my email for urgent messages from the team and summarize them",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769441081
},
{
"agent_name": "user_proxy",
"role": "thought",
"content": "User is reviewing the progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769441181
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769441281
},
{
"agent_name": "system",
"role": "action",
"content": "System heartbeat check",
"tool_call": {
"name": "heartbeat",
"args": {
"timestamp": "2026-01-30T10:37:21.081Z",
"success": null
}
},
"tool_result": {
"status": "healthy",
"timestamp": "2026-01-30T10:37:21.081Z",
"uptime": "24d 5h 32m",
"session_complete": null,
"success": null,
"summary": null
},
"timestamp_ms": 1769769441381
},
{
"agent_name": "system",
"role": "thought",
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"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769441481
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{
"agent_name": "system",
"role": "thought",
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"agent_name": "system",
"role": "action",
"content": "System heartbeat check",
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"name": "heartbeat",
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"timestamp": "2026-01-30T10:37:21.081Z",
"success": null
}
},
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"success": null,
"summary": null
},
"timestamp_ms": 1769769441881
}
] | true
| 9
| 2
| 0
|
{
"generator_version": "OPENCHEF!:AGENTIC v2.0",
"timestamp": "2026-01-30T10:37:21.081Z",
"error_rate": 15
}
|
openchef_session_ml0r14c9_83
|
train
|
Write a Python script to analyze log files and extract error patterns
|
[
"user",
"user_proxy",
"system"
] |
[
{
"agent_name": "user",
"role": "user_message",
"content": "Write a Python script to analyze log files and extract error patterns",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769441081
},
{
"agent_name": "user_proxy",
"role": "thought",
"content": "User is reviewing the progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769441181
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769441281
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769441381
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769441481
},
{
"agent_name": "system",
"role": "action",
"content": "System heartbeat check",
"tool_call": {
"name": "heartbeat",
"args": {
"timestamp": "2026-01-30T10:37:21.081Z",
"success": null
}
},
"tool_result": {
"status": "healthy",
"timestamp": "2026-01-30T10:37:21.081Z",
"uptime": "24d 5h 32m",
"session_complete": null,
"success": null,
"summary": null
},
"timestamp_ms": 1769769441581
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769441681
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769441781
},
{
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"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769441881
},
{
"agent_name": "system",
"role": "action",
"content": "Session completed successfully",
"tool_call": {
"name": "finalize_session",
"args": {
"timestamp": null,
"success": true
}
},
"tool_result": {
"status": null,
"timestamp": null,
"uptime": null,
"session_complete": true,
"success": true,
"summary": "Session completed successfully"
},
"timestamp_ms": 1769769441981
}
] | true
| 10
| 2
| 0
|
{
"generator_version": "OPENCHEF!:AGENTIC v2.0",
"timestamp": "2026-01-30T10:37:21.081Z",
"error_rate": 15
}
|
openchef_session_ml0r14c9_84
|
train
|
Write a Python script to analyze log files and extract error patterns
|
[
"user",
"user_proxy",
"system"
] |
[
{
"agent_name": "user",
"role": "user_message",
"content": "Write a Python script to analyze log files and extract error patterns",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769441081
},
{
"agent_name": "user_proxy",
"role": "thought",
"content": "User is reviewing the progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769441181
},
{
"agent_name": "system",
"role": "action",
"content": "System heartbeat check",
"tool_call": {
"name": "heartbeat",
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| 3
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{
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}
|
openchef_session_ml0r14gg_85
|
train
|
Search the web for the latest AI agent frameworks and compare them
|
[
"user",
"user_proxy",
"system"
] |
[
{
"agent_name": "user",
"role": "user_message",
"content": "Search the web for the latest AI agent frameworks and compare them",
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"tool_result": null,
"timestamp_ms": 1769769441232
},
{
"agent_name": "user_proxy",
"role": "thought",
"content": "User is reviewing the progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769441332
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769441432
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769441532
},
{
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"role": "action",
"content": "System heartbeat check",
"tool_call": {
"name": "heartbeat",
"args": {
"timestamp": "2026-01-30T10:37:21.232Z",
"success": null
}
},
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"summary": null
},
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},
{
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{
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{
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}
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| 12
| 5
| 0
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{
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"timestamp": "2026-01-30T10:37:21.232Z",
"error_rate": 15
}
|
openchef_session_ml0r14gg_86
|
train
|
Search for information about multi-agent systems and prepare a brief summary
|
[
"user",
"user_proxy",
"system"
] |
[
{
"agent_name": "user",
"role": "user_message",
"content": "Search for information about multi-agent systems and prepare a brief summary",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769441232
},
{
"agent_name": "user_proxy",
"role": "thought",
"content": "User is reviewing the progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769441332
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769441432
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769441532
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769441632
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769441732
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769441832
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769441932
},
{
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"tool_result": null,
"timestamp_ms": 1769769442032
},
{
"agent_name": "system",
"role": "action",
"content": "System heartbeat check",
"tool_call": {
"name": "heartbeat",
"args": {
"timestamp": "2026-01-30T10:37:21.232Z",
"success": null
}
},
"tool_result": {
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"success": null,
"summary": null
},
"timestamp_ms": 1769769442132
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| 10
| 1
| 0
|
{
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}
|
openchef_session_ml0r14gg_89
|
train
|
Check if there are any scheduling conflicts for tomorrow's presentations
|
[
"user",
"user_proxy",
"system"
] |
[
{
"agent_name": "user",
"role": "user_message",
"content": "Check if there are any scheduling conflicts for tomorrow's presentations",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769441232
},
{
"agent_name": "user_proxy",
"role": "thought",
"content": "User is reviewing the progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769441332
},
{
"agent_name": "system",
"role": "action",
"content": "System heartbeat check",
"tool_call": {
"name": "heartbeat",
"args": {
"timestamp": "2026-01-30T10:37:21.232Z",
"success": null
}
},
"tool_result": {
"status": "healthy",
"timestamp": "2026-01-30T10:37:21.232Z",
"uptime": "24d 5h 32m",
"session_complete": null,
"success": null,
"summary": null
},
"timestamp_ms": 1769769441432
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769441532
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769441632
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769441732
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769441832
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769441932
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769442032
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769442132
},
{
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"role": "thought",
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"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769442232
},
{
"agent_name": "system",
"role": "action",
"content": "System heartbeat check",
"tool_call": {
"name": "heartbeat",
"args": {
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"success": null
}
},
"tool_result": {
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{
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| 15
| 4
| 0
|
{
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"error_rate": 15
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|
openchef_session_ml0r14k8_90
|
train
|
Write a Python script to analyze log files and extract error patterns
|
[
"user",
"user_proxy",
"system"
] |
[
{
"agent_name": "user",
"role": "user_message",
"content": "Write a Python script to analyze log files and extract error patterns",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769441368
},
{
"agent_name": "user_proxy",
"role": "thought",
"content": "User is reviewing the progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769441468
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769441568
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769441668
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769441768
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769441868
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769441968
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769442068
},
{
"agent_name": "system",
"role": "action",
"content": "System heartbeat check",
"tool_call": {
"name": "heartbeat",
"args": {
"timestamp": "2026-01-30T10:37:21.368Z",
"success": null
}
},
"tool_result": {
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"timestamp": "2026-01-30T10:37:21.368Z",
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},
"timestamp_ms": 1769769442168
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{
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"role": "action",
"content": "System heartbeat check",
"tool_call": {
"name": "heartbeat",
"args": {
"timestamp": "2026-01-30T10:37:21.368Z",
"success": null
}
},
"tool_result": {
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"timestamp": "2026-01-30T10:37:21.368Z",
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},
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},
"timestamp_ms": 1769769442568
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| 13
| 3
| 0
|
{
"generator_version": "OPENCHEF!:AGENTIC v2.0",
"timestamp": "2026-01-30T10:37:21.368Z",
"error_rate": 15
}
|
openchef_session_ml0r14k8_91
|
train
|
Search for information about multi-agent systems and prepare a brief summary
|
[
"user",
"user_proxy",
"system"
] |
[
{
"agent_name": "user",
"role": "user_message",
"content": "Search for information about multi-agent systems and prepare a brief summary",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769441368
},
{
"agent_name": "user_proxy",
"role": "thought",
"content": "User is reviewing the progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769441468
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769441568
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769441668
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769441768
},
{
"agent_name": "system",
"role": "action",
"content": "System heartbeat check",
"tool_call": {
"name": "heartbeat",
"args": {
"timestamp": "2026-01-30T10:37:21.368Z",
"success": null
}
},
"tool_result": {
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"timestamp": "2026-01-30T10:37:21.368Z",
"uptime": "24d 5h 32m",
"session_complete": null,
"success": null,
"summary": null
},
"timestamp_ms": 1769769441868
},
{
"agent_name": "system",
"role": "action",
"content": "System heartbeat check",
"tool_call": {
"name": "heartbeat",
"args": {
"timestamp": "2026-01-30T10:37:21.368Z",
"success": null
}
},
"tool_result": {
"status": "healthy",
"timestamp": "2026-01-30T10:37:21.368Z",
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"success": null,
"summary": null
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"timestamp_ms": 1769769441968
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{
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"role": "action",
"content": "System heartbeat check",
"tool_call": {
"name": "heartbeat",
"args": {
"timestamp": "2026-01-30T10:37:21.368Z",
"success": null
}
},
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"summary": null
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"timestamp_ms": 1769769442068
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{
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"role": "action",
"content": "System heartbeat check",
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"name": "heartbeat",
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"timestamp": "2026-01-30T10:37:21.368Z",
"success": null
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},
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{
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{
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{
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},
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{
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{
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"timestamp": null,
"uptime": null,
"session_complete": true,
"success": true,
"summary": "Session completed successfully"
},
"timestamp_ms": 1769769442768
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| 15
| 7
| 0
|
{
"generator_version": "OPENCHEF!:AGENTIC v2.0",
"timestamp": "2026-01-30T10:37:21.368Z",
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}
|
openchef_session_ml0r14k8_93
|
train
|
Search for information about multi-agent systems and prepare a brief summary
|
[
"user",
"user_proxy",
"system"
] |
[
{
"agent_name": "user",
"role": "user_message",
"content": "Search for information about multi-agent systems and prepare a brief summary",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769441368
},
{
"agent_name": "user_proxy",
"role": "thought",
"content": "User is reviewing the progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769441468
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769441568
},
{
"agent_name": "system",
"role": "action",
"content": "System heartbeat check",
"tool_call": {
"name": "heartbeat",
"args": {
"timestamp": "2026-01-30T10:37:21.368Z",
"success": null
}
},
"tool_result": {
"status": "healthy",
"timestamp": "2026-01-30T10:37:21.368Z",
"uptime": "24d 5h 32m",
"session_complete": null,
"success": null,
"summary": null
},
"timestamp_ms": 1769769441668
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
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"timestamp_ms": 1769769441768
},
{
"agent_name": "system",
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"content": "System monitoring session progress",
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{
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},
{
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"timestamp_ms": 1769769442068
},
{
"agent_name": "system",
"role": "action",
"content": "System heartbeat check",
"tool_call": {
"name": "heartbeat",
"args": {
"timestamp": "2026-01-30T10:37:21.368Z",
"success": null
}
},
"tool_result": {
"status": "healthy",
"timestamp": "2026-01-30T10:37:21.368Z",
"uptime": "24d 5h 32m",
"session_complete": null,
"success": null,
"summary": null
},
"timestamp_ms": 1769769442168
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
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"timestamp_ms": 1769769442268
},
{
"agent_name": "system",
"role": "action",
"content": "System heartbeat check",
"tool_call": {
"name": "heartbeat",
"args": {
"timestamp": "2026-01-30T10:37:21.368Z",
"success": null
}
},
"tool_result": {
"status": "healthy",
"timestamp": "2026-01-30T10:37:21.368Z",
"uptime": "24d 5h 32m",
"session_complete": null,
"success": null,
"summary": null
},
"timestamp_ms": 1769769442368
},
{
"agent_name": "system",
"role": "action",
"content": "System heartbeat check",
"tool_call": {
"name": "heartbeat",
"args": {
"timestamp": "2026-01-30T10:37:21.368Z",
"success": null
}
},
"tool_result": {
"status": "healthy",
"timestamp": "2026-01-30T10:37:21.368Z",
"uptime": "24d 5h 32m",
"session_complete": null,
"success": null,
"summary": null
},
"timestamp_ms": 1769769442468
},
{
"agent_name": "system",
"role": "action",
"content": "System heartbeat check",
"tool_call": {
"name": "heartbeat",
"args": {
"timestamp": "2026-01-30T10:37:21.368Z",
"success": null
}
},
"tool_result": {
"status": "healthy",
"timestamp": "2026-01-30T10:37:21.368Z",
"uptime": "24d 5h 32m",
"session_complete": null,
"success": null,
"summary": null
},
"timestamp_ms": 1769769442568
},
{
"agent_name": "system",
"role": "action",
"content": "Session completed successfully",
"tool_call": {
"name": "finalize_session",
"args": {
"timestamp": null,
"success": true
}
},
"tool_result": {
"status": null,
"timestamp": null,
"uptime": null,
"session_complete": true,
"success": true,
"summary": "Session completed successfully"
},
"timestamp_ms": 1769769442668
}
] | true
| 14
| 6
| 0
|
{
"generator_version": "OPENCHEF!:AGENTIC v2.0",
"timestamp": "2026-01-30T10:37:21.368Z",
"error_rate": 15
}
|
openchef_session_ml0r14os_95
|
train
|
Find all emails from last week about the project deadline and forward them to me
|
[
"user",
"user_proxy",
"system"
] |
[
{
"agent_name": "user",
"role": "user_message",
"content": "Find all emails from last week about the project deadline and forward them to me",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769441532
},
{
"agent_name": "user_proxy",
"role": "thought",
"content": "User is reviewing the progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769441632
},
{
"agent_name": "system",
"role": "action",
"content": "System heartbeat check",
"tool_call": {
"name": "heartbeat",
"args": {
"timestamp": "2026-01-30T10:37:21.532Z",
"success": null
}
},
"tool_result": {
"status": "healthy",
"timestamp": "2026-01-30T10:37:21.532Z",
"uptime": "24d 5h 32m",
"session_complete": null,
"success": null,
"summary": null
},
"timestamp_ms": 1769769441732
},
{
"agent_name": "system",
"role": "action",
"content": "System heartbeat check",
"tool_call": {
"name": "heartbeat",
"args": {
"timestamp": "2026-01-30T10:37:21.532Z",
"success": null
}
},
"tool_result": {
"status": "healthy",
"timestamp": "2026-01-30T10:37:21.532Z",
"uptime": "24d 5h 32m",
"session_complete": null,
"success": null,
"summary": null
},
"timestamp_ms": 1769769441832
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769441932
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769442032
},
{
"agent_name": "system",
"role": "action",
"content": "System heartbeat check",
"tool_call": {
"name": "heartbeat",
"args": {
"timestamp": "2026-01-30T10:37:21.532Z",
"success": null
}
},
"tool_result": {
"status": "healthy",
"timestamp": "2026-01-30T10:37:21.532Z",
"uptime": "24d 5h 32m",
"session_complete": null,
"success": null,
"summary": null
},
"timestamp_ms": 1769769442132
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769442232
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769442332
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769442432
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769442532
},
{
"agent_name": "system",
"role": "action",
"content": "Session completed successfully",
"tool_call": {
"name": "finalize_session",
"args": {
"timestamp": null,
"success": true
}
},
"tool_result": {
"status": null,
"timestamp": null,
"uptime": null,
"session_complete": true,
"success": true,
"summary": "Session completed successfully"
},
"timestamp_ms": 1769769442632
}
] | true
| 12
| 4
| 0
|
{
"generator_version": "OPENCHEF!:AGENTIC v2.0",
"timestamp": "2026-01-30T10:37:21.532Z",
"error_rate": 15
}
|
openchef_session_ml0r14os_96
|
train
|
Search the web for the latest AI agent frameworks and compare them
|
[
"user",
"user_proxy",
"system"
] |
[
{
"agent_name": "user",
"role": "user_message",
"content": "Search the web for the latest AI agent frameworks and compare them",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769441532
},
{
"agent_name": "user_proxy",
"role": "thought",
"content": "User is reviewing the progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769441632
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769441732
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769441832
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769441932
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769442032
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769442132
},
{
"agent_name": "system",
"role": "thought",
"content": "System monitoring session progress",
"tool_call": null,
"tool_result": null,
"timestamp_ms": 1769769442232
},
{
"agent_name": "system",
"role": "action",
"content": "Session completed successfully",
"tool_call": {
"name": "finalize_session",
"args": {
"timestamp": null,
"success": true
}
},
"tool_result": {
"status": null,
"timestamp": null,
"uptime": null,
"session_complete": true,
"success": true,
"summary": "Session completed successfully"
},
"timestamp_ms": 1769769442332
}
] | true
| 9
| 1
| 0
|
{
"generator_version": "OPENCHEF!:AGENTIC v2.0",
"timestamp": "2026-01-30T10:37:21.532Z",
"error_rate": 15
}
|
End of preview. Expand
in Data Studio
OPENCHEF!: AGENTIC DATASET
This dataset contains simulated multi-agent sessions generated by OPENCHEF!: AGENTIC, designed for training AI agents in tool use and routing decisions. You can download the app from the .zip folder in this repo.
The OPENCLAW Agentic Dataset contains 770 full multi-agent interaction traces generated by OPENCHEF!:AGENTIC v2.0 — a small-scale simulated agent orchestration system built for realistic tool-calling, routing, and error-recovery training. Each session simulates a user prompt being handled by a team of specialized agents (Router, Email, Calendar, Code, Web, User Proxy, System, etc.) using ReAct-style reasoning, explicit tool calls, and dynamic routing with a deliberate 15% routing-error rate to force models to learn recovery patterns. Sessions average 8–15 steps, show 92.9% final success rate, and include rich metadata such as tool-use counts, routing decisions, timestamps, and generator version. The dataset is already split into train (539 ≈70%), validation (127 ≈16.5%), and test (104 ≈13.5%) and is licensed under MIT.
Intended use
Fine-tuning and evaluation of agentic LLMs on multi-agent coordination, function/tool calling, routing logic, error detection & recovery, ReAct-style reasoning, and realistic agent simulation. Especially valuable for studying how models handle routing mistakes, tool failures, and context management across specialized agents.
Key Stats
- Total sessions: 770
- Splits: train (539 ≈70%), validation (127 ≈16.5%), test (104 ≈13.5%)
- Success rate: 92.9%
- Average steps: varies (typically 8–15 per session)
- License: MIT
Dataset Summary
- Total Sessions: 770
- Train: 539 (70.0%)
- Validation: 127 (16.5%)
- Test: 104 (13.5%)
- Success Rate: 92.9%
- Generated: 2026-01-30T10:54:18.423Z
Supported Tasks
- Tool calling with function-calling format
- Multi-agent routing decisions
- Error recovery from routing mistakes
- Agent coordinationExample Tasks:
- Calendar: create/check events, conflict detection
- Email: search, read, forward/send
- Code: write/debug Node.js, TypeScript, Python scripts
- Web: search, summarize pages
- File/system: basic operations
Data Fields
Each example contains:
id: Unique session identifiersplit: Dataset split (train/validation/test)task_description: User instruction for the sessionagents_involved: List of agent types in the sessionfull_trace: Complete session trace with thoughts, actions, and observationsfinal_success: Whether the session completed successfullysteps_count: Number of turns in the sessiontool_use_count: Number of tool calls maderouting_decisions: Number of routing decisions mademetadata: Generation metadata
Data Splits
The dataset is split into train (70%), validation (15%), and test (15%) sets.
For Training Agentic Models
This dataset is optimized for training models on:
- Tool calling behavior
- Routing decisions between specialized agents
- Error recovery from incorrect routing
- Multi-agent coordination
Generation Details
- Generator: OPENCHEF!: AGENTIC v2.0
- Error Rate: 15% intentional routing errors
- Agent Types: Router, Email Agent, Calendar Agent, Code Agent, Web Agent, User Proxy, System
- Tool Types: Email search/send, Calendar management, Code execution, Web search, File operations
- Format: Function-calling with ReAct-style traces
Citation
If you use this dataset, please cite:
@software{openclaw_agentic_dataset,
title = {openclaw_agentic_dataset},
author = {webXOS},
year = {2026},
url = {webxos.netlify.app}
}
License
MIT License
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