molecule-skill-llm-judge — LLM-as-Judge Gate

Plugin for Claude Code. Scores whether an agent's deliverable (a PR, a delegation result, a generated config) actually addresses the original request — the failure mode unit tests miss.

The problem it solves

Unit tests verify the code ran. They don't verify it did the right thing for the customer's actual request. An agent can implement the wrong solution perfectly.

When to use

After an agent (PM, Dev Lead, QA, etc.) produces a deliverable:

• A PR opened in response to an issue
• A delegation result (A2A message/send response)
• A generated config or template
• A code review they posted

Trigger: "Agent came back with 'done' — before we believe them."

What it does

1. Presents the original request and the agent's deliverable to an LLM judge
2. Scores: does the deliverable actually address the request?
3. Reports: passes, partial, or fails — with evidence

Installation

In org template (org.yaml)

plugins:
  - molecule-skill-llm-judge

From URL

github://Molecule-AI/molecule-ai-plugin-molecule-skill-llm-judge

License

Business Source License 1.1 — © Molecule AI.