Organize supplied keywords and questions by standardizing their forms, removing duplicates, and grouping them by search intent—the purpose behind a query. Missing metrics remain unknown, with no network access or estimated search volumes.
整理用户提供的关键词和问题：归一化、去重、按意图分组，指标缺失保持未知；不联网、不估算搜索量。
Review the instructions the agent will receive before you install.
整理用户提供的关键词和问题：归一化、去重、按意图分组，指标缺失保持未知；不联网、不估算搜索量。
输入输出示例见 templates/input.json 与 templates/contract.md。用户要求对已提供数据做本地处理时，先检查脚本，再从stdin传JSON运行：
python3 scripts/keyword_board.py < selected-input.json
脚本只用Python 3.10+标准库，不访问网络/Home，不写文件，不执行子进程。安装与打包不会执行它。成功exit0，输入结构/引用错误exit2；语义缺口在输出字段中保持可见。输入≤1MiB，最多10000条；所有示例都是合成数据。输出不是凭证、授权、测试或真实连接证明。
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Check supplied advertising spend records against thresholds and minimum sample requirements to identify entries that exceed the limits. Missing information stays unknown, and the skill works offline without accessing or changing advertising accounts.
Set up an advertising spend review by clarifying budgets, metrics, and alert thresholds. Start with a pasted report or a stated goal, then receive an initial check of threshold breaches or help defining basic alert rules.
Organize supplied advertising reports into a ledger, check spending and results against user-defined limits, and suggest a specific change when limits are crossed. Also review monthly budget pacing without changing campaigns or budgets.
Review exported search term data by ad group against cost per install targets. Combine duplicate terms and identify candidates for negative keywords, which exclude searches, and exact match keywords, while leaving missing information unknown.
Start a search advertising review by gathering relevant preferences and goals, then move into the first analysis. With supplied exports, identify ad groups with overly broad spending and the first three changes to consider.
Review exported Apple search advertising data against a target cost per install. The skill identifies spending issues, suggests negative keywords and new exact-match terms, and prepares prioritized bid and budget changes for manual application.