analyze_task
Parses free-text AI task descriptions to extract scale, use case, domain, latency needs, and token volumes for further analysis.
Instructions
Parse a free-text task description into structured parameters.
Use this first to understand what the user needs before calling other tools. Returns scale, use_case, domain, latency requirements, and estimated token volumes.
Tool call template
Replace each placeholder with a value matching the input schema. Only required parameters are included; add optional parameters as needed.
{
"id": 1,
"jsonrpc": "2.0",
"method": "tools/call",
"params": {
"arguments": {
"task_description": "<task_description>"
},
"name": "analyze_task"
}
}Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| task_description | Yes |
Output Schema
| Name | Required | Description | Default |
|---|---|---|---|
| use_case | Yes | ||
| domain | Yes | ||
| scale | Yes | ||
| quality_requirement | Yes | ||
| latency_requirement | Yes | ||
| estimated_daily_input_tokens | Yes | ||
| estimated_daily_output_tokens | Yes | ||
| estimated_daily_images | No | ||
| training_data_tokens | Yes | ||
| budget_usd_per_month | Yes | ||
| team_ml_expertise | Yes | ||
| on_prem_preference | Yes | ||
| summary | Yes | ||
| key_constraints | Yes | ||
| open_questions | Yes |