community-automations/cost-watch

DevOps 與程式碼

PublicClaude 子代理

成本監控

雲端和 LLM 帳單總是悄悄往上爬，而你通常要等到月底帳單寄來才發現。這套監控每天早上檢查這兩項開銷，告訴你哪裡變了。

sonnet3 天AWS Cost ExplorerOpenAI usage APIBigQuerySlack
ClaudeClaude
ROI for
README.md

為什麼選擇此子代理

雲端和 LLM 帳單總是悄悄往上爬，而你通常要等到月底帳單寄來才發現。這套監控每天早上檢查這兩項開銷，告訴你哪裡變了。

它會把昨天的支出與滾動平均值比對、標出真正的異常，並點出每一筆暴漲背後的服務或模型。你每天都會在 Slack 收到一份支出差異報告，在小漏洞變成預算危機之前就掌握狀況。

運作方式

    • Read

      Used at step 01 to kick off the pipeline.

    • Write

      Used at step 01 to kick off the pipeline.

    • WebFetch

      Used at step 01 to kick off the pipeline.

    • WebSearch

      Used at step 01 to kick off the pipeline.

輸出範例

json
// Sample output
// (generated when the pipeline finishes)

Compare today's per-service cloud and per-model LLM spend against the 7-day average, and return a diff listing every line that moved more than the threshold, with the dollar delta and likely driver.

Unlock the rest

The full agent definition, install snippet, and starter task are gated for community members.

Members get the full `.md` agent file, the npm / pnpm install one-liners, a starter prompt that we've tuned against real runs, and the open-source repo when this automation ships there. One email, magic link, done.