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promoter-scan

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Find the requests you keep making to your AI assistant by scanning Claude Code transcripts and claude.ai exports, clustering them by intent, and ranking each recurring pattern by how promotable it is into a reusable skill. Use when asked what do I keep asking for, scan my transcripts, find repeated prompts, which of my prompts should become skills, or to start the promote loop. Produces a ranked report of recurring patterns with frequency, redacted example prompts, the variation between them, and a promotability score.

skills/promoter-scan/SKILL.md

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Matches the observed repository HEAD
Yes
Scanner rules are current
Yes
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No
Observed behavior
Network or broad shell
Last checked
Nov 9, 2026

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1,540
Repository last updated
Nov 10, 2026
License
MIT

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# Promoter Scan

Most people have five or six prompts they type every week with small variations. Each one is a skill that has not been written down yet. This skill reads your own transcripts, groups the requests by what they are trying to do, and ranks the groups by how much they would gain from becoming a skill: often asked, phrased consistently, with clear inputs and outputs.

It is the first step of the promote loop: scan, draft, test, publish. The `/promote` command runs the whole loop.

## What This Skill Produces

- **A ranked table of recurring patterns**: name, how many times it was asked, a promotability score from 0 to 100, and the three components behind it (frequency, consistency, clear inputs and outputs)
- **Per pattern, up to three example prompts**, redacted, plus a one-line reading of the variation between them and a verdict: promote, maybe, leave
- **A JSON version of the same report** for the draft step, so nothing is retyped

## Required Inputs
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