Installation
Copy the prompt below and send it to your AI assistant (e.g. Claude Code) — it will follow the instructions and install automatically.
Install the "search-term-miner" skill by following the instructions at https://skill123.me/install/search-term-miner.
Run in your terminal — downloads and installs to ~/.claude/skills/.
curl -fsSL https://skill123.me/install/search-term-miner.sh | bash
Download the zip and extract it into your skills directory (e.g. ~/.claude/skills/), then restart your session.
⬇ Download v1.0.0 · 4 KBAbout this skill
Overview
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
Source
- Repo: https://github.com/aaron-he-zhu/aaron-marketing-skills
- Path: ad/research/search-term-miner
Evaluation
AI-evaluated 2026-09-03: Concrete mining workflow: harvest/negate/move diff, n-gram waste ranking with Measured cost sums, and a stop-and-ask when the conversion column is missing. Recurring search-terms pruning is a common real task for paid-search operators; negatives are proposed as pending-decisions, exports are untrusted, and nothing is mutated without approval.