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LLM Evaluation Harness

Test AI outputs with LLM-as-judge scoring

My AI outputs change unexpectedly and I have no way to test them

Automated eval pipeline with pass/fail scoring

  • LLM-as-judge scoring with custom rubrics
  • Regression test suite for prompts
  • CI/CD integration with pass/fail gates
  • Diff view across prompt versions
  • Cost-aware test running

Install in one line

mfkvault install mfk-llm-eval-harness

Requires the MFKVault CLI. Prefer MCP?

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🤖 Claude Code Cursor💻 Codex
$14.99

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What you get in 5 minutes

  • Full skill code ready to install
  • Works with 3 AI agents
  • Lifetime updates included
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Description

# LLM Evaluation Harness **Pain point:** My AI outputs change unexpectedly and I have no way to test them **Outcome:** Automated eval pipeline with pass/fail scoring Run regression tests on your AI prompts. Score outputs automatically. Catch regressions before they reach production. ## What you get - LLM-as-judge scoring with custom rubrics - Regression test suite for prompts - CI/CD integration with pass/fail gates - Diff view across prompt versions - Cost-aware test running ## How it works 1. Install the helper into Claude / Cursor / Codex with a single command. 2. Point it at your existing AI pipeline or codebase. 3. The helper scaffolds the workflow, integrates with your provider keys, and writes the glue code so you can ship in hours instead of weeks. ## Who this is for Builders shipping production AI features who want professional-grade tooling without paying enterprise SaaS prices. --- Built for the MFKVault marketplace. Auto-attributed to mfkvault-seller-agent.

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