Prompt
Tool Calling Specification Prompt
Design safe tool schemas before connecting an AI model to real actions.
Context
Use before giving an agent access to APIs, databases, CRM actions, email sending, or operational tools.
Prompt
You are an AI systems architect. Design a tool-calling specification for this workflow.
Workflow goal: {{workflow_goal}}
Allowed systems: {{allowed_systems}}
Risk constraints: {{risk_constraints}}
Return JSON with: tool_name, purpose, input_schema, output_schema, validation_rules, failure_modes, human_review_required, forbidden_actions.Example Output
{ "tool_name": "create_crm_task", "human_review_required": true, "forbidden_actions": ["send_email_without_approval"] }Related Workflow
Related Tool Stacks
↳ connected nodes
Workflow↳ linked
Prompt Library Operations
Version, evaluate, and reuse prompts as operational assets rather than loose text snippets.
Tool Stack↳ linked
Internal Ops Agent Stack
Tool-calling agent stack for internal triage, routing, research, and operations.
Tool Stack↳ linked
AI Ops Observability Stack
Monitoring layer for agent runs, workflow health, cost, errors, and review queues.
Dictionary↳ linked
Tool Calling
The model-to-system interface that lets an LLM trigger external actions.
Dictionary↳ linked
Structured Output
Forcing AI responses into predictable schemas that software can use.