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build-review-interface

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Build custom annotation interfaces.

Software Engineering#ui#human feedback#llm evaluation#annotation#data labeling#review interface
Authorhamelsmu
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill addresses the need for tailored tools to review LLM outputs, collect human feedback, and label data efficiently, especially when off-the-shelf solutions are insufficient.

Core Features & Use Cases

  • Customizable UI: Design a web-based interface for reviewing LLM traces with domain-specific data presentation.
  • Structured Feedback: Implement binary Pass/Fail buttons, free-text notes, and defer options for annotators.
  • Trace Navigation: Provide intuitive controls for moving between traces and tracking progress.
  • Use Case: A team evaluating a customer support chatbot needs to review conversation traces. They use this skill to build an interface that displays customer queries, bot responses, and tool calls, allowing reviewers to quickly label each trace as Pass or Fail and add specific feedback.

Quick Start

Build a simple annotation interface for reviewing LLM traces with pass/fail buttons and a notes field.

Dependency Matrix

Required Modules

None required

Components

scriptsreferences

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: build-review-interface
Download link: https://github.com/hamelsmu/evals-skills/archive/main.zip#build-review-interface

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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