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擷取、模擬並比對 HTTP 相依性,避免不穩定的整合測試直接打到外部服務(搭配 Hoverfly)

記錄真實的 HTTP 流量,在模擬模式中重播,並比對相依行為,而無需對實際的第三方服務進行大量呼叫。

擷取、模擬並比對 HTTP 相依性,避免不穩定的整合測試直接打到外部服務(搭配 Hoverfly) 是什麼?

這個技能的核心概念是使用 Hoverfly 來擷取、模擬及比對 HTTP 相依性,讓開發人員與 AI Agent 使用者在進行不穩定的整合測試時,能避免直接打到真實的外部服務。Hoverfly 是一個輕量級且高效能的開源 API 模擬工具,支援代理模式與模擬模式,可以記錄真實的 HTTP 流量並進行重播,同時也提供比對功能來偵測相依行為的變化。它適用於多種平台與環境,包括 CLI、容器化及團隊協作情境。該工具透過將流量導向代理伺服器來記錄請求與回應,之後開發人員可以切換至模擬模式以重播這些記錄,確保測試的可重複性與穩定性。此外,Hoverfly 還支援日誌比對,用以比較當前與過去的相依行為,能有效減少測試的不穩定性與費用。此技能特別適合與 Claude Code、Cursor 或 Codex 等 AI 開發工具整合,用於 CI/CD 管線或本地開發流程中。

相容平台~Claude Code~Codex CLI~Cursor
npx skills add https://github.com/agentskillexchange/skills/tree/main/skills/capture-simulate-and-diff-http-dependencies-before-flaky-integration-tests-hit-real-external-services-with-hoverfly

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說明文件

擷取、模擬並比對 HTTP 相依性,避免不穩定的整合測試直接打到外部服務(搭配 Hoverfly) 是做什麼的?

記錄真實的 HTTP 流量,在模擬模式中重播,並比對相依行為,而無需對實際的第三方服務進行大量呼叫。

前置需求

Hoverfly 二進位檔或容器映像檔、HTTP 用戶端或受測應用程式、代理設定、目標相依端點或已記錄的流量檔案。

安裝方式

使用符合您環境的上游安裝或設定路徑:

來自上游的需求與注意事項:

  • Hoverfly 是一個輕量級的開源 API 模擬工具。透過 Hoverfly,您可以建立應用程式所相依之 API 的真實模擬。
  • 如果您的環境中沒有安裝 ruby 與 python,某些中介軟體測試可能會失敗。如果您使用 Mac,可以透過 Homebrew 來安裝它們:

基本使用或快速入門注意事項:

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

Builds citation networks from Semantic Scholar API and CrossRef DOI metadata. Visualizes paper influence graphs using NetworkX, identifies seminal works, and tracks research lineage across fields.

ACF Custom Fields REST Exposer

Exposes Advanced Custom Fields data through the WordPress REST API using register_rest_field and acf_format_value. Handles repeater fields, flexible content layouts, and gallery fields with proper serialization.

ACF Extended for Advanced Custom Fields Workflows

An ASE skill built around ACF Extended, the WordPress enhancement suite for Advanced Custom Fields that adds field types, admin improvements, front-end forms, options pages, and developer tooling. It is a practical fit for agents working inside complex WordPress content models and custom field workflows.

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

Activepieces is an open-source, self-hostable workflow automation platform with 200+ integrations. It provides a visual builder for creating automated workflows and exposes all its connectors as MCP servers for AI agent use.

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

Use AgentClick when an agent should pause before risky commands, plans, drafts, or code changes so a human can inspect, edit, approve, or reject them in a purpose-built browser UI.

Add Claude design-system and accessibility workflows with UX/UI

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

Use Cognee to ingest project knowledge into graph and vector memory so agents can retrieve durable context across sessions and workflows.

Add IDE-style semantic code navigation and symbol-safe refactors

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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