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ActivityWatch 跨平台自動化時間追蹤器與生產力分析

ActivityWatch 是一款注重隱私、開源的自動化時間追蹤工具,可記錄 Windows、macOS 和 Linux 系統上的應用程式使用情況、瀏覽器活動及 AFK 狀態,無需將資料傳送至外部伺服器即可提供詳細的生產力分析。

ActivityWatch 跨平台自動化時間追蹤器與生產力分析 是什麼?

ActivityWatch 是一款以隱私為優先、開源的自動化時間追蹤工具,能夠在 Windows、macOS 和 Linux 系統上記錄應用程式使用情況、瀏覽器活動及離開狀態(AFK)。它在 GitHub 上擁有 16,000 多顆星,提供詳細的生產力分析,且無需將資料發送到外部伺服器。此技能支援多種安裝方式,包含 aw-server(Python 預設實作)及多種程式語言用戶端函式庫(如 aw-client Python、aw-client-js 和 aw-client-rust),可讓開發者以程式方式透過 RESTful API 存取資料。對於重視資料主權的開發者或團隊,這是一個理想的生產力監控解決方案,能在保持資料在本地端處理的同時,獲得深入的活動分析。

相容平台~Claude Code~Codex CLI~Cursor
npx skills add https://github.com/agentskillexchange/skills/tree/main/skills/activitywatch-automated-time-tracker

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說明文件

ActivityWatch 跨平台自動化時間追蹤器與生產力分析 是做什麼的?

ActivityWatch 是一款注重隱私、開源的自動化時間追蹤工具,可記錄 Windows、macOS 和 Linux 系統上的應用程式使用情況、瀏覽器活動及 AFK 狀態。它提供詳細的生產力分析,而無需將資料傳送至外部伺服器。

安裝

上游的要求與注意事項:

  • aw-server(Python)— 目前的預設實作
  • 用戶端函式庫: 語言專用的函式庫,如 aw-client(Python)、aw-client-js 和 aw-client-rust,這些函式庫封裝了 REST 端點,以便進行程式化存取

基本使用或入門說明:

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.

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

Adobe Photoshop API Batch Processor

Automates image editing workflows via the Adobe Photoshop API (Firefly Services). Supports smart object replacement, action playback, and PSD layer manipulation at scale.

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