Search Term Miner

Search Term Miner is a Data skill for Claude Code, published by aaron-he-zhu in aaron-marketing-skills.

2.6K stars347 forkson aaron-he-zhu/aaron-marketing-skillsAdded 2026/08/18+1% in starsRepository updated 2026/08/18

agent-skillsbrand-messagingbrand-narrativeclaude-codeclaude-skillscontent-optimizationcreator-marketingemail-marketinggenerative-engine-optimizationgeoinfluencer-marketingmarketingmarketing-automationorganic-socialpaid-advertisingproduct-huntproduct-launchroasseosocial-media-marketing

Install in seconds

Install Search Term Miner

Copy Search Term Miner into your Claude Code skills folder. Run the command in your terminal, or review the source on GitHub before installing.

terminal

npx degit https://github.com/aaron-he-zhu/aaron-marketing-skills/tree/main/ad/research/search-term-miner ~/.claude/skills/search-term-miner

Requires Node.js. Downloads this skill only — not the rest of the repository — into your Claude Code skills folder.

Without Node.js

git clone https://github.com/aaron-he-zhu/aaron-marketing-skills.git

Clones the whole repository, then copy the skill’s own directory into your skills folder yourself.

In this catalog

Source file: ad/research/search-term-miner/SKILL.md in aaron-he-zhu/aaron-marketing-skills
Installs to: ~/.claude/skills/search-term-miner
Collection: One of 25 skills cataloged from this repository
Category: Data — 668 skills

What Search Term Miner does

Search Term Miner turns a paid search-terms report into new keywords/ad groups from converting queries and a negative-keyword list from wasted spend. Use it to harvest keywords, build negatives, and cut wasted paid spend.

Search Term Miner is cataloged under Data on DirSkills. Search Term Miner comes from a repository tagged agent-skills, brand-messaging, brand-narrative, claude-code and claude-skills.

Documentation

README

Excerpt

Search Term Miner

Turns 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.

Quick Start

Mine my search terms. Here is my exported search-terms report: [paste/path]. Goal is [DR/prospecting].

Build a negative-keyword list and an n-gram waste report from this search-terms export: [path].

This is the opening of the README. Read the full README on GitHub.

Frequently asked about Search Term Miner

What else does aaron-he-zhu publish alongside Search Term Miner?
Search Term Miner is one of 25 skills that DirSkills catalogs from aaron-he-zhu/aaron-marketing-skills, the repository it ships in. Its siblings there include Ad Account Auditor, Ad Creative Builder and Ad Test Designer. Each one is a separate skill with its own page in this directory, installs the same way Search Term Miner does, and is maintained by aaron-he-zhu in that same repository. The rest of the collection is listed on the aaron-he-zhu/aaron-marketing-skills page.
How does Search Term Miner compare to other Data skills?
Search Term Miner ranks #314 by stars among the 668 Data skills in this catalog. The most-starred ones next to it are Benchmark Methodology, Jupyter Notebook and Solana. DirSkills ranks by the star count of the repository each skill ships in, so that order reflects how popular those repositories are rather than any review of Search Term Miner against them. Open each page to compare what they document and how they install.