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build-review-interface

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Build custom LLM trace review interfaces.

Software Engineering#feedback#llm#review#interface#annotation#data labeling
Authormarchatton
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill helps you create custom, browser-based interfaces for reviewing Large Language Model (LLM) traces and collecting structured feedback, streamlining the annotation process.

Core Features & Use Cases

  • Customizable Annotation Tool: Build an HTML interface to display LLM traces, allowing reviewers to Pass/Fail, add notes, and navigate through traces.
  • Data Visualization: Formats data human-readably (emails as emails, code with highlighting) and visually links related elements.
  • Feedback Collection: Enables trace-level annotation with binary Pass/Fail buttons, a notes field, and deferral options.
  • Use Case: You've generated hundreds of LLM responses for customer service inquiries. Use this Skill to build an interface where your team can quickly label responses as helpful or unhelpful, providing qualitative feedback to improve the LLM.

Quick Start

Build a basic annotation interface for reviewing LLM traces from a provided JSON file.

Dependency Matrix

Required Modules

None required

Components

references

💻 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/marchatton/agent-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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