What problem does it solve?
The SMART POLE Chat Enforcer gates vague chat-agent prompts, ensuring prompts meet a surgical readiness standard before releasing control and producing a machine-readable <master_prompt> XML handoff for downstream agents.
Core Features & Use Cases
- Enforces a hard gate on chat-agent workflows by interviewing users, extracting SP-atoms, scoring readiness, and withholding the final handoff until the threshold is reached.
- Outputs a structured <master_prompt> XML block that downstream agents can parse, enabling deterministic and auditable handoffs.
- Integrates with system prompts and reference documents to support domain-aware context and safe, policy-compliant executions.
- Not intended for coding-agent execution or direct code generation tasks; it focuses on prompt refinement and handoff orchestration.
Quick Start
Provide a user prompt and allow the Enforcer to ask clarifying questions to extract SP-atoms, compute a readiness score, and emit the <master_prompt> block when ready.