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ActivityWatch 跨平台自动时间追踪器和生产力分析工具

ActivityWatch 是一款注重隐私的开源自动时间追踪器,可跨 Windows、macOS 和 Linux 记录应用程序使用情况、浏览器活动及 AFK 状态,在不将数据发送至外部服务器的情况下提供详细的生产力分析。

ActivityWatch 跨平台自动时间追踪器和生产力分析工具 是什么?

ActivityWatch 是一款注重隐私的开源自动化时间追踪工具,致力于帮助用户了解自己在不同平台上的时间使用情况。该技能通过 aw-server 后端记录应用程序使用、浏览器活动及 AFK(离开状态)等数据,并提供详细的生产力分析报告,所有数据均存储在本地,不会上传至外部服务器。ActivityWatch 支持 Windows、macOS 和 Linux 操作系统,拥有超过 16,000 个 GitHub Stars,社区活跃度高。此外,它还提供了多种客户端库(如 aw-client Python、aw-client-js、aw-client-rust),方便开发者通过 REST API 进行程序化访问和集成。该技能的核心价值在于帮助用户在不牺牲隐私的前提下,深入洞察个人生产力模式,从而优化工作习惯。

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

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文档

ActivityWatch 跨平台自动时间追踪器和生产力分析工具 是做什么的?

ActivityWatch 是一款注重隐私的开源自动时间追踪器,可跨 Windows、macOS 和 Linux 记录应用程序使用情况、浏览器活动及 AFK 状态。它无需将数据发送至外部服务器,即可提供详细的生产力分析。

安装

上游的要求和注意事项:

  • aw-server (Python) - 当前默认实现
  • 客户端库: 针对编程访问,存在多种语言特定的库(如 aw-client (Python)、aw-client-js 和 aw-client-rust),它们封装了 REST 端点

基本使用或入门说明:

来源

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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