AgentLabs LLM Builder

Overview

AgentLabs LLM Builder turns requirement documents — a PRD, MoM, PDF, Word doc, pasted text, or structured YAML/JSON — into a JSON file you can import straight into Qiscus AgentLabs. The skill scaffolds the three main bot components:

• Persona — the bot’s character and tone of voice
• HTTP tools — the API integrations the bot uses
• Knowledge base — the bot’s knowledge source configuration

With this skill, going from “PRD is done” to “draft bot ready to test in AgentLabs” drops from days to minutes.

Install Steps

1. Install the AgentLabs LLM Builder shared skill from the Qiscus team skill library in Claude
2. Attach or paste your PRD/source material
3. Ask Claude to generate the AgentLabs JSON
4. Import the resulting JSON file into AgentLabs

Example Prompts

Here's the PRD for a customer service chatbot for client [Name]: [attach PRD].
Generate the full AgentLabs JSON with persona, HTTP tools, and KB config.

From this discovery-call MoM, create a draft AgentLabs JSON.
Mark anything unclear as a TODO.

Related Tools

• agentlabs-blueprint — for designing a bot blueprint offline from an idea or requirement