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.
对用户提供的台账行套用门槛和最小样本规则，输出越线项；缺项保持未知，不联网、不估算、不操作广告账户。
Run score Not tested
See how to installReview the instructions the agent will receive before you install.
对用户提供的台账行套用门槛和最小样本规则，输出越线项；缺项保持未知，不联网、不估算、不操作广告账户。
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/spend_ledger.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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Start monitoring advertising spend by clarifying budgets, key metrics, and alert thresholds. The skill helps review a supplied report for exceptions or define initial thresholds, while gathering only the preferences needed for the chosen task.
Turn supplied paid advertising reports into a dated ledger and check spending and results against user-defined limits. Get evidence-based explanations where possible, one specific suggested change for each urgent issue, and checks on monthly budget pacing.
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 clarifying the app, account, and campaign goals. Using supplied campaign data, identify high-spending ad groups and the three changes to address first.
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.
Create, update, debug, and package Cindy plugins using the host’s authoring references. Define behavior, interfaces, and permissions, validate the implementation, and produce a .cindy package with Forge tools, with installation or publication handled when requested.