aaron-he-zhu/aaron-marketing-skills · ad/research/search-term-miner/SKILL.md

search-term-miner skillA

Use when the user asks to "mine my search terms", "find new keywords from converting queries", "build a negative-keyword list", or "cut wasted paid spend"; harvests converting queries into new keywords/ad-groups, builds a standing negative-keyword list and an n-gram waste report from the search-terms export, and delivers a maintenance diff (add / negate / move). Not for account structure — use campaign-architect; not for budget split — use budget-optimizer; not for computing the final RQS — use

Latest version
mdr add aaron-he-zhu/aaron-marketing-skills/search-term-miner@v20.1.0
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mdr add aaron-he-zhu/aaron-marketing-skills/search-term-miner@sha256:6c0d6279ca9c575a
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Versions

versioncommittedcommitsizeaudit
v20.1.0 latest2026-09-01 0c914b1 8,665 BA view · diff
v20.0.02026-08-20 879002a 8,665 BA view · diff
v19.2.02026-08-10 d09dd90 8,665 BA view · diff
v19.1.02026-08-01 f744424 8,665 BA view · diff
v19.0.02026-07-24 407137c 8,665 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, same answer every run.

Source

GitHub

aaron-he-zhu/aaron-marketing-skills · 2,731 stars · license Apache-2.0 · pushed 2026-09-05 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_2z4en5w3hw27lzov
GET https://markdownregistry.com/api/v1/resolve?ref=aaron-he-zhu/aaron-marketing-skills/search-term-miner
GET https://markdownregistry.com/api/v1/blob/6c0d6279ca9c575a2d84f331bd75cca6927e5b8969e54d173ba3dc30c2028429