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Feature Proposal: Agent integration scenarios automated bootstrap #181

Description

@nevo-biton

Description

The goal of this feature is to simplify the onboarding and benchmarking process for new agents within the framework by introducing a specialized Claude Skill that automatically generates testing scenarios based on an agent's system prompt.

Currently, bootstrapping a new agent requires manually writing integration tests, edge cases, and interaction scenarios. Automating this via an AI-native tool will drastically reduce the friction of first-time setup and accelerate framework adoption.

Proposed Solution

We propose adding a dedicated Claude Skill (structured JSON / code-level tool) designed to:

  1. Parse the Agent's System Prompt: Analyze the agent's core instructions, operational constraints, and target domain.
  2. Generate Test Scenarios: Automatically output a comprehensive suite of scenario tests, edge cases, and expected behavioral outcomes tailored to that prompt.

Roadmap Alignment & Contribution

I noticed that improving test scenario generation isn't explicitly on the current roadmap, but I believe this automation will significantly lower the barrier to entry for new users.

I am highly interested in hearing your thoughts on this direction. I am fully willing to contribute to both the design and coding to build out a prototype or initial implementation!

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