diagnose_ai_workflow
FREE live 3-stage cross-family AI workflow and JD diagnostic executed immediately on Cloudflare Workers AI (Mistral 24B intake -> Llama 3.3 70B 4-node DAG architect + Qwen 2.5 32B independent quality gate). Returns structured bottlenecks, silent failure modes, a 4-node DAG with human checkpoints, a 30-day rollout plan, and matched portfolio receipts.
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": {
"input": "<input>"
},
"name": "diagnose_ai_workflow"
}
}Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| mode | No | Select 'workflow' for an operational pipeline audit or 'jd' for a role/enablement blueprint. | workflow |
| input | Yes | Workflow bottleneck, SOP description, or job description text (at least 20 characters). | |
| org_hint | No | Optional organization or team name. |