@fengrru/llm-dag-generator

Experimental — API may break in minor versions. See STABILITY.md.

LLM-driven task DAG generation with K-parallel variants.

Install

npm install @fengrru/llm-dag-generator

Quick Start

import { LLMDAGGenerator } from "@fengrru/llm-dag-generator"

const generator = new LLMDAGGenerator({
  provider: llmProvider,
  kVariants: 3,
})

const dag = await generator.generate({
  goal: "Implement user authentication",
  capabilities: ["file_read", "file_write", "bash"],
})

console.log(dag.nodes) // generated DAG nodes
console.log(dag.strategy) // "adaptive" | "staged" | "k_parallel"

Features

• Mustache templates: structured prompt generation
• K=3 variants: parallel sampling with different strategies
• Heuristic fallback: when LLM fails (risk-based serial chain)
• Validation: ensures generated DAG is valid

Documentation

• API Reference — TypeDoc-generated API docs
• Source Code
• Examples

License

MIT