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agency-fundagency-fund/taf-skills/calibrate-workshop/SKILL.md

calibrate-workshop

Skill4 starsChanged 5 months agoNo licenceView on GitHub

Set up and run a rater calibration (human labeling) workshop on Calibrate with Claude Code. Turns a chat or WhatsApp conversation export into a Calibrate annotation task with rubric questions, an AI judge and one labeling link per rater, then turns the downloaded annotations into an inter-rater agreement dashboard for the group discussion, and rolls the revised rubric into the next round. Use when someone asks to set up a Calibrate project, task or annotation task, run a labeling or rubric workshop, write evaluator questions, create annotator links, run the AI judge, compare raters, build an agreement dashboard from a Calibrate CSV export, or prepare the next workshop. Ships Noora Health presets (India and Bangladesh RES data, self-hosted Calibrate).

  • Reads credentials

The file

We split this skill into the rules it gives an agent

12 rules. About 0 are common, 3 are distinctive, and 9 are very specific to this project.

  • ≈0

    Common · estimate

    Many files like this have a rule of this kind.

  • ≈3

    Distinctive · estimate

    This author's own choices. Worth a look.

  • 9

    Very specific

    Tied to their project's names, files or tools. Probably skip.

No licence file, so all rights are reserved — read it at the source. We count its rules but don't quote them. Read them on GitHub.

≈ “Common” is an estimate: at least 1 in 5 of the 350,495 skill files we read have a rule of the same kind, not the same words. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.

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