GatekeeperAgent

Screen incoming questions and reject non-decision queries with category and confidence outputs.

Updated Aug 27, 2026
One-click install
npx skills add https://github.com/liushuang393/serverlessAIAgents --skill gatekeeperagent
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: GatekeeperAgent
Source: https://github.com/liushuang393/serverlessAIAgents/tree/main/skills/apps/decision_governance_engine/gatekeeper
Command: npx skills add https://github.com/liushuang393/serverlessAIAgents --skill gatekeeperagent

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

The GatekeeperAgent screens incoming questions and rejects non-decision queries while allowing decision-related prompts to proceed to downstream agents.

Core Features & Use Cases

  • Filters incoming questions to determine if they relate to decision-making, and rejects non-decision prompts.
  • Routes acceptable questions with a clear category and confidence score for downstream processing.
  • Use Case: In an AI governance workflow, only decision-related inquiries reach the decision engine, improving focus and throughput.

Quick Start

Example: GatekeeperAgent(raw_question: "Should we delay release for risk mitigation?")

Frequently Asked Questions about GatekeeperAgent

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I filter non-decision queries before routing prompts to downstream agents?

To filter non-decision queries, a gatekeeper agent screens incoming questions and rejects prompts unrelated to decision-making, allowing only valid decision-related queries to proceed downstream for targeted processing.

Can I use a gatekeeper agent for go/no-go and resource allocation decisions?

Yes, a gatekeeper agent handles go/no-go contexts by screening queries across strategic decisions, resource allocation, risk assessment, prioritization, and timing to route them to appropriate downstream workflows.

What is query filtering for decision-making workflows?

Query filtering for decision-making workflows screens incoming prompts to determine if they relate to strategic decisions, then rejects non-decision queries while routing acceptable ones with a category and confidence score downstream.

How do I set up confidence scoring for routing decision queries?

Setting up confidence scoring for routing decision queries involves the gatekeeper evaluating each incoming prompt and outputting a confidence score alongside an acceptability flag and predefined decision category for downstream processing.

What happens to rejected non-decision prompts in a gatekeeper workflow?

Rejected non-decision prompts in a gatekeeper workflow receive a rejection reason and rejection message, ensuring only decision-related inquiries with a valid category and confidence score reach the downstream decision engine.

Does the gatekeeper agent require any dependencies to run?

No, the gatekeeper agent requires no dependencies to run, functioning as a standalone query-filtering component that screens incoming questions and outputs acceptability flags, categories, and confidence scores for downstream workflows.