@gicm/decision-agent

LLM-powered decision engine for evaluating discoveries

Installation

npm install @gicm/decision-agent
# or
pnpm add @gicm/decision-agent

Features

• Multi-Factor Scoring: userDemand, competitiveValue, technicalFit, effort, impact
• LLM Integration: Claude/GPT-4 powered analysis
• Confidence Metrics: Tracks prediction accuracy
• Threshold Filtering: Auto-approve/reject based on scores

Quick Start

import { DecisionAgent } from "@gicm/decision-agent";

const agent = new DecisionAgent({
  model: "claude-opus-4-5-20251101",
  approvalThreshold: 75,
});

const decision = await agent.evaluate({
  discovery: {
    title: "New MCP server pattern",
    source: "github",
    url: "https://github.com/...",
  },
});

console.log(decision.score); // 0-100
console.log(decision.recommendation); // "approve" | "reject" | "review"

License

MIT - Built by gICM