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比較定期匯出的 CSV、TSV 或 JSON 並在同步前輸出逐行變更集

當代理需要解釋兩個結構化匯出檔案之間的差異,而不僅是檔案不同時,使用 csv-diff。代理會根據穩定的鍵對齊記錄,報告新增、刪除和變更的行,並可將結果以可讀文字或機器友善的 JSON 格式提供給人類或下游自動化流程。

比較定期匯出的 CSV、TSV 或 JSON 並在同步前輸出逐行變更集 是什麼?

此技能旨在自動化比較定期匯出的結構化資料檔案(如 CSV、TSV 或 JSON),並產生逐行層級的變更集。其主要用途是讓 AI 代理能夠向使用者或下游系統解釋兩個快照之間具體發生了哪些變更,而不僅僅是指出檔案不同。該技能依賴於知名的開源工具 csv-diff,代理會根據使用者指定的穩定鍵(例如 ID 欄位)來比對記錄,並清晰報告新增、刪除和內容變更的行。此外,它支援多種輸出格式:可讀的文字摘要適合人類審查,而機器友善的 JSON 則便於與其他自動化流程整合。此技能通常適用於 Claude Code、Cursor 或 Codex 等平台,並要求安裝 Python 和 csv-diff 套件。其工作流程包括取得兩個快照、指定關鍵欄位,然後執行比對以獲得結構化的差異報告。

相容平台~Claude Code~Codex CLI~Cursor
npx skills add https://github.com/agentskillexchange/skills/tree/main/skills/compare-recurring-csv-tsv-or-json-exports-and-emit-row-level-change-sets-before-syncs

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說明文件

比較定期匯出的 CSV、TSV 或 JSON 並在同步前輸出逐行變更集 是做什麼的?

當代理需要解釋兩個結構化匯出檔案之間的差異,而不僅是檔案不同時,使用 csv-diff。代理會根據穩定的鍵對齊記錄,報告新增、刪除和變更的行,並可將結果以可讀文字或機器友善的 JSON 格式提供給人類或下游自動化流程。

先決條件

Python 3、pip、兩個可比較的 CSV、TSV 或 JSON 快照,以及一個穩定的鍵欄位或欄位。

安裝

使用符合您環境的上游安裝或設定路徑:

  • pip install csv-diff
  • $ docker build -t csvdiff .
  • $ docker run --rm -v $(pwd):/files csvdiff
  • $ docker run --rm -v $(pwd):/files csvdiff one.csv two.csv

上游的需求和注意事項:

  • --extra name "Python format string with {id} for variables"
  • 作為 Python 函式庫

  • 您也可以將 Python 函式庫匯入到您自己的程式碼中,如下所示:

基本用法或入門筆記:

文件

來源

Individual skills in this repo

This repo contains 20 individual skills — each has its own dedicated page.

Academic Paper Citation Network Mapper

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ACF to Gutenberg Block Migrator

Converts Advanced Custom Fields field groups into native Gutenberg blocks using the ACF Block API v2 and @wordpress/scripts build pipeline. Maps ACF repeaters, groups, and flexible content to InnerBlocks and block attributes with server-side rendering via acf_register_block_type().

Activepieces Open Source Workflow Automation

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ActivityWatch Cross-Platform Automated Time Tracker and Producti

ActivityWatch is a privacy-first, open-source automated time tracker that records application usage, browser activity, and AFK status across Windows, macOS, and Linux. With 16k+ GitHub stars, it provides detailed productivity analytics without sending data to external servers.

act Local GitHub Actions Runner

act is an open-source CLI tool that runs GitHub Actions workflows locally using Docker, enabling fast feedback on workflow changes without pushing to GitHub. It is a standard tool for local Actions development and testing.

Add a browser review checkpoint before risky agent actions with

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Use UX/UI Agent Skills when Claude should generate tokens, component specs, accessibility audits, and framework-specific UI code from a repeatable design workflow.

Add executable smoke tests for shell scripts and CLIs before ref

Use Bats-core when an agent needs to turn fragile shell scripts or command-line workflows into something it can verify repeatedly after edits. The agent writes focused Bash tests for success paths, failure paths, and output contracts, then runs them locally or in CI before a refactor, release, or incident fix goes out.

Add graph-backed memory and context retrieval to agent workflows

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Give a coding agent symbol-aware lookup, cross-file rename, and structural edit tools before it starts making brittle text-only changes.

Add managed long-term memory to LangGraph agents with LangMem

Give LangGraph agents memory management and search tools so they can store, retrieve, and update durable facts across sessions.

Add multimodal lifelong memory to MCP and Python agents with Sim

Use SimpleMem to store, compress, index, and retrieve text or multimodal memories for agents through MCP or Python integrations.

Add persistent project memory and hook-driven synthesis with Cla

Keep Claude Code sessions grounded in prior decisions, project context, and daily handoff notes instead of starting from zero every time.

Add Postgres-native vector retrieval to agent and RAG workflows

Store embeddings beside application data in Postgres, create vector indexes, and query nearest neighbors for semantic search, RAG, recommendations, or agent memory retrieval.

Address GitHub PR review comments from the current branch with g

Find the open PR for the current branch, gather unresolved review comments, and drive a focused comment-resolution workflow with gh-authenticated context.

Add runtime guardrails to TypeScript agents with VoltAgent

Use VoltAgent to intercept, validate, and enforce input/output policies in TypeScript agent workflows.

Add temporal context memory to agent workflows with Zep

Use Zep as an external context layer for agents that need to store events, assemble temporal graph context, and retrieve relevant memory before model calls.

Adobe Firefly API Batch Image Generator

Calls Adobe Firefly

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