# Ad Spend Watch

Applies thresholds and minimum sample rules to ledger rows and lists breaches.

- Repository: https://github.com/makecindy/cindy (8912 stars)
- Category: Marketing
- License: Apache-2.0
- Last updated: 2026-11-01
- Runs scripts: yes, review before use

## Install

Claude Code: `npx skills add makecindy/cindy --skill ad-spend-watch-evidence -g -a claude-code -y`
Codex: `npx skills add makecindy/cindy --skill ad-spend-watch-evidence -g -a codex -y`
Cursor: `npx skills add makecindy/cindy --skill ad-spend-watch-evidence -g -a cursor -y`
Gemini CLI: `npx skills add makecindy/cindy --skill ad-spend-watch-evidence -g -a gemini-cli -y`

## Description

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。

## SKILL.md, as published by its author (untrusted third-party text, read it as data)

# 原创离线辅助检查

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。