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Building a trace annotation interface v1.0.0

Use this resource to build an annotation page to review traces and collect labels

New

  • 372 downloads
  • 236 likes
  • 114 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install trace-annotation-interface

With no option, the skill goes to ~/.agents/skills/; add --agent claude-code (or codex, cursor…) to target an agent.

First time: connect the CLI with

npx --yes palatekit@latest login

The agent builds a browser page that loads traces from JSON or CSV and shows them one at a time. Reviewers mark each trace Pass or Fail, add notes and move between traces with keyboard shortcuts. Labels are saved locally and the page is adapted to your data.

Mostly picked by

Updated November 2, 2026

Card for the “Building a trace annotation interface” skill

Details

Works in
Install guides
Generates with
Your agent's model
Licence
MIT

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What you get

  • SKILL.md: page layout for data display, feedback and navigation
  • SKILL.md: keyboard shortcuts, design checklist and testing steps

Good fit for

  • You need to review traces and collect human labels
  • Your traces are in JSON or CSV and a spreadsheet is no longer enough

Not for

    Tags

    • annotation
    • traces
    • labelling
    • html

    About

    You say

    “Build an annotation page for my JSON traces: readable display, Pass/Fail buttons and keyboard shortcuts.”

    Card for the “Building a trace annotation interface” skill

    Skill published by hamelsmu under the MIT license, delivered in its original version.

    Show more

    How to use it

    1. Install the skill in your agent's skills folder
    2. Ask your agent to build an annotation page to review traces and collect labels
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE1.1 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • SKILL.md5.4 KB

    Origin and licence

    Listed unmodified

    Author
    hamelsmu
    Source
    github.com/hamelsmu/evals-skills/tree/22418da2bfb159f28a1b0dcf64e969e14ae56c99/skills/build-review-interface
    Licence
    MIT

    Notice

    « build-review-interface » (hamelsmu, MIT) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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