coordinator:eval-output

Score a research output on the 5-criteria rubric.

SKILL.md

GitHub

Evaluate Research Output

Usage

/coordinator:eval-output <path-to-research-output>

Process

Dispatch a Sonnet agent (model: sonnet, tools: Read, WebFetch, Write) with the rubric (${CLAUDE_PLUGIN_ROOT}/pipelines/deep-research/eval-rubric.md) and the research output at the provided path: sample 3-5 cited URLs via WebFetch to verify citation accuracy, score each of the 5 criteria with a 0.0-1.0 score and 2-3 sentence justification, and give an overall pass/marginal/fail grade. Present the scores to the PM.

Notes

  • This is a post-hoc quality check, not a gate. Use it to calibrate prompt improvements.
  • Start by running it on recent pipeline outputs to establish a baseline.
  • Anthropic found a single LLM call with a single prompt was most consistent.