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AI Feedback Loop Builder

Human review queues and fine-tuning data prep

I have no way to collect feedback on AI outputs

Complete feedback pipeline ready for fine-tuning

  • Thumbs up/down + free-form feedback widgets
  • Reviewer queue with priority routing
  • Auto-label datasets for fine-tuning
  • Inter-rater agreement metrics
  • Export to JSONL / OpenAI / Anthropic format

Install in one line

mfkvault install mfk-feedback-loop-builder

Requires the MFKVault CLI. Prefer MCP?

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🤖 Claude Code Cursor💻 Codex
$9.99

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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

# AI Feedback Loop Builder **Pain point:** I have no way to collect feedback on AI outputs **Outcome:** Complete feedback pipeline ready for fine-tuning Collect thumbs up/down on AI outputs. Build review queues. Prepare fine-tuning datasets automatically. ## What you get - Thumbs up/down + free-form feedback widgets - Reviewer queue with priority routing - Auto-label datasets for fine-tuning - Inter-rater agreement metrics - Export to JSONL / OpenAI / Anthropic format ## 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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