search-term-miner
Agent skill fromaaron-he-zhu/aaron-marketing-skills
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 ad-account-auditor. 付费广告搜索词挖掘/否定关键词/浪费词清单
How to install search-term-miner
npx skills add aaron-he-zhu/aaron-marketing-skills# or add only this skill to Claude Code: copy the folder
ad/research/search-term-miner/
# into
~/.claude/skills/search-term-miner/ (all projects)
.claude/skills/search-term-miner/ (one project)
1# Search Term Miner23Turns a search-terms report into two standing outputs: new keywords/ad-groups harvested from converting queries, and a negative-keyword + n-gram waste list built from queries that spent without converting. It is the recurring mining loop that `campaign-architect` used to carry as a mode — that skill now owns account structure only, and this skill owns the search-term harvest and negative hygiene. It scores the ROAS **S (Spend-efficiency)** lever it works on and hands off; it does not compute the final RQS.45## Quick Start67```8Mine my search terms. Here is my exported search-terms report: [paste/path]. Goal is [DR/prospecting].9```1011```12Build a negative-keyword list and an n-gram waste report from this search-terms export: [path].13```1415```16Which converting queries should become new keywords or ad groups? Here is the search-terms + conversions export.17```1819## Skill Contract2021**Expected output**: a maintenance diff (add / negate / move), a set of harvested keywords/ad-groups from converting queries, a standing negative-keyword list, an n-gram waste report ranking the tokens draining spend without converting, a ROAS **S** dimension score with notes, and the standard handoff summary.22…
Excerpt shown under the repository's Apache-2.0 license.
