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Open-source projects, reviewed the honest way — including who should skip them.

Automation★ 22k · RustmoliMoli is Lexmount's open-source headless browser for AI agents. Its documentation describes JavaScript execution, DOM access, page extraction and automation through CDP, WebDriver Classic and WebDriver BiDi. Real layout requires an explicit option; our sandbox run assessed source installation and compilation, not browser compatibility.SetupDocsCommunityMaturityVerdict insideAutomation★ 1.2k · JavaScriptMatrixMediaMatrixMedia (矩媒) is an Electron application and command-line tool for distributing videos across Chinese social platforms. The supplied README and MCP guide are in Chinese. It combines desktop publishing with commands that reuse local account sessions.SetupDocsCommunityMaturityVerdict insideAutomation★ 5.6k · TypeScriptskill-recorderMicrosoft Skill Recorder captures a desktop task and uses GitHub Copilot to turn the recording into instructions an AI agent can reuse. It can produce a SKILL.md procedure or a scheduled automation, preferring the agent's native tools over replaying screen clicks. The intended benefit is explaining a recurring workflow by doing it once, then reviewing the resulting instructions.SetupDocsCommunityMaturityVerdict insideAutomation★ 1.1k ▲3/7d · GoBPB-WizardBPB Wizard is a web and command-line helper for installing BPB Panel into a Cloudflare account. For BPB Panel v5.1.1, the panel's release instructions require the online Wizard and explicitly exclude client deployment.SetupDocsCommunityMaturityVerdict insideAutomation★ 183 ▲3/7d · wenzi-xiaohongshu-workflowWenzi's Xiaohongshu workflow is a Chinese-language collection of agent skills for planning an account, drafting posts, and reviewing results; no English README was listed in the repository we inspected. It helps a creator maintain a reusable account profile and turn publishing feedback into the next content plan. Its former GitHub address now redirects to wenzi-xiaohongshu-workflow.SetupDocsCommunityMaturityVerdict insideAutomation★ 693 ▲11/7d · TypeScriptopen-dotOpen Dot is a Mac app for personal AI assistants that browse websites, use connected apps, and keep working after you close the window. It gives each assistant its own browser and workspace, with approval rules for actions such as sending email or making a purchase.SetupDocsCommunityMaturityVerdict insideAutomation★ 21k ▲185/7d · DartObtainiumObtainium checks Android app release pages, downloads APKs, and helps keep those apps updated without revisiting each website yourself. You choose the sources, which can include developers' repositories, F-Droid repositories, and APK hosts.SetupDocsCommunityMaturityVerdict insideAutomation★ 13k ▲1.5k/7d · RustmicroduckMicroduck is the operating software for Pollen Robotics' small biped robot, covering motor control, device configuration and camera services. It loads learned movement policies and manages software updates; training those policies happens in a separate repository.SetupDocsCommunityMaturityVerdict insideAutomation★ 16k ▲1.0k/7d · PythonartemisArtemis lets a coding assistant or a plain-language request operate Android apps on a connected phone or emulator. It collects screenshots, device logs and execution traces so developers can investigate what happened during an automated journey.SetupDocsCommunityMaturityVerdict insideAutomation★ 0 · TypeScriptsupersidianSupersidian brings handwritten Supernote pages into dated Obsidian notes, adds live pen previews, and uses Claude Code for transcription and related-note links. It is a personal Linux desktop workflow whose README explicitly says it has no license and offers no support for other setups.SetupDocsCommunityMaturityVerdict insideAutomation★ 538 · JavaScriptgenspark-clawGenspark-Claw is a community skill pack and local CLI for adding research, reports, slide outlines, browser guidance, and call preparation to existing agents. Its MCP server lets clients retrieve and validate those instructions, while the host agent supplies the actual tools that carry them out.SetupDocsCommunityMaturityVerdict insideAutomation★ 51 · orc-claude-pluginThe ORC8R plugin connects Claude to your ORC8R Cloud account so you can inspect infrastructure resources and request permitted changes in chat. It packages the remote connection and a short set of instructions for discovering operations and reporting what actually happened.SetupDocsCommunityMaturityVerdict insideAutomation★ 61 · Pythontiktok-views-bottiktok-views-bot is a Python demo that attempts to submit playback activity through TikTok private endpoints. It targets artificial view counts, while the repository provides little guidance for turning the example into a maintained tool.SetupDocsCommunityMaturityVerdict insideAutomation★ 2.2k ▲78/7d · GoYdisks-Xianyu-HelperYdisks Xianyu Helper is a self-hosted console for Xianyu seller accounts, buyer messages, and automated delivery of digital goods. Chinese is the primary community language, with an English README and operational wiki available. It brings order rules and inventories of codes, links, or images into the same interface.SetupDocsCommunityMaturityVerdict insideAutomation★ 166 ▲42/7d · Pythonjev-gui-delegateJev GUI Delegate is a Windows and Chrome automation prototype that lets Codex hand a bounded task to a local controller, which calls TypeSafe Jev for semantic choices. Its main docs are Simplified Chinese, with an English overview available. It checks results and can pause for missing input or uncertain decisions instead of asking the main model to direct every action.SetupDocsCommunityMaturityVerdict insideAutomation★ 1.1k ▲14/7d · TypeScriptcompany-brainCompany Brain is a Slack assistant that remembers team conversations, answers questions using that history and connected tools, and can carry out work such as opening issues. You deploy its code to your own Cloudflare account, while its memory lives in Supermemory and its answers use a model provider you choose.SetupDocsCommunityMaturityVerdict insideAutomation★ 175 · Pythonturnstile-tokenturnstile-token is an unofficial Python client and CLI that asks Clearance's hosted API for Cloudflare Turnstile tokens. It can discover sitekeys in page HTML and return browser identity data alongside a token, reducing the API plumbing your application needs to write.SetupDocsCommunityMaturityVerdict insideAutomation★ 77 · Pythoncaptcha-apicaptcha-api is an unofficial Python client and command-line tool for Clearance's hosted Cloudflare Challenge and Turnstile solving service. It handles task submission and polling, with local cost estimates and concurrent batches, so you don't have to write that API plumbing yourself.SetupDocsCommunityMaturityVerdict insideAutomation★ 277 ▲2/7d · Pythoncabbage-trading-machineCabbage Trading Machine is a Python spot-trading bot that runs an RSI/EMA strategy through an existing trading framework, with backtest, paper, and live commands. It has an English README and a Russian getting-started guide, and gives developers a local strategy workflow rather than wallet-scanning or Jev inference.SetupDocsCommunityMaturityVerdict insideAutomation★ 118 ▲1/7d · TypeScriptjevryJevry is a desktop browser that follows plain-language tasks, works through supported website controls, and returns research with source links. It keeps the browser actions visible so you can check progress, stop the task, or redirect it.SetupDocsCommunityMaturityVerdict insideAutomation★ 1.3k ▲25/7d · TypeScriptgolive-skillGoLive is a coding-agent skill and command-line tool that plans and applies app launches through your own hosting, database, DNS, and service accounts. It records created resources and verification results so you can inspect unfinished work, check for drift, and plan cleanup.SetupDocsCommunityMaturityVerdict insideAutomation★ 266 ▲2/7d · Pythonlaya-ultrafastLaya Ultrafast is a browser agent that fills forms and opens matching results using a local decision model on an Apple Silicon Mac. It adapts Jev Ultrafast so repeated browser choices can run locally, while a separate text model translates your goal into instructions.SetupDocsCommunityMaturityVerdict insideAutomation★ 11k ▲239/7d · PythonGhost-Downloader-3Ghost Downloader is a desktop download manager from a Chinese-speaking project community, with an English README and English user documentation. It combines file downloads, torrents, and web-video handling, and its browser extension hands downloads to the desktop app so you can manage them in one queue.SetupDocsCommunityMaturityVerdict insideAutomation★ 539 ▲13/7d · SwiftFluidUseFluidUse is a Swift library for local form filling and decision models on Apple silicon. Its form workflow reads controls through macOS Accessibility, matches them to values you provide, and types into the running application. It targets assisted entry of known information rather than writing application essays.SetupDocsCommunityMaturityVerdict insideAutomation★ 1.9k ▲242/7d · SwiftWeChatBridgeWeChatBridge sends chat archives you select in WeChat to AI agents, Obsidian, or a local folder through the macOS share menu. Its primary README is Chinese, with a separate English README and bilingual interface. It preserves the exported files without reading or decrypting the WeChat database.SetupDocsCommunityMaturityVerdict insideAutomation★ 151 · TypeScriptjev-workflow-builderJev Workflow Builder is a shared visual editor for connecting Jev decisions and language-model calls. It uses Liveblocks for collaboration and lets an application invoke a workflow through a REST endpoint. The repository presents it as a demo for developers building their own editor.SetupDocsCommunityMaturityVerdict insideAutomation★ 132 · Pythontypesafe_registertypesafe_register is a Python script that creates typesafe.ai accounts and requests API keys for them. Its README is in Chinese, and the measured checkout has no English documentation. It automates a hosted signup flow rather than running an AI model locally.SetupDocsCommunityMaturityVerdict insideAutomation★ 3.5k ▲192/7d · JavaScriptxuexitongScriptxuexitongScript is a browser script for playing videos and moving between sections on Chaoxing's Xuexitong course pages, with documentation primarily in Chinese and no English guide found in the repository. It reduces repeated playback and navigation clicks by acting on the course page inside your existing browser session.SetupDocsCommunityMaturityVerdict insideAutomation★ 11k ▲461/7d · PythonWindows-MCPWindows-MCP is a Model Context Protocol server that lets an AI client inspect and control a Windows desktop. It exposes screenshots, accessibility-tree state, mouse and keyboard input, application control, PowerShell, files, processes, clipboard data, and Registry operations.SetupDocsCommunityMaturityVerdict insideAutomation★ 324 · Pythonarc-cuaarc-cua bundles two related tools: a macOS driver that lets an agent inspect and control one app window, and a decision-model loop that carries out bounded desktop tasks. The driver works through Python or MCP without a model, while the action loop can use JEV through TypeSafe or a compatible custom provider.SetupDocsCommunityMaturityVerdict insideAutomation★ 379 · Pythoncrypto-tax-calculatorCrypto Tax Calculator says it can turn exchange and wallet records into capital-gains and income-tax reports. It includes import adapters, historical price lookup, transaction classification, and PDF or CSV output, but its setup path contains code we would not trust on a real machine.SetupDocsCommunityMaturityVerdict insideAutomation★ 32k ▲69/7d · TypeScriptinvisible_dotsInvisible Dots runs each AI agent inside its own persistent Linux virtual machine, with a desktop, shell, files, scheduled jobs, and a patched Firefox browser. You control the agents from a local web UI, CLI, API, Telegram, or an optional unofficial WhatsApp connection, while OpenRouter supplies the model.SetupDocsCommunityMaturityVerdict insideAutomation★ 392 ▲6/7d · Swiftthird-handThird Hand is an experimental macOS assistant that turns chat instructions into clicks, typing, scrolling, and key presses inside desktop apps. It can keep separate task threads, target an app with an `@` mention, and use a background mode intended to leave your pointer and frontmost app alone.SetupDocsCommunityMaturityVerdict insideAutomation★ 435 ▲8/7d · Pythonqiaomu-downloadqiaomu-download is a Chinese-language Agent Skill for downloading video, audio, or subtitles through a plain request such as "download this URL." The main documentation is in Chinese and there is no full English README; the skill wraps yt-dlp, adds post-download ffprobe checks, and has special paths for WeChat Channels and Spotify tracks.SetupDocsCommunityMaturityVerdict insideAutomation★ 630 ▲3/7d · JavaScriptJev-cuJev-cu's main documentation is in Chinese, and there is no English README. It is a Codex Computer Use skill that sends text from a desktop accessibility tree to TypeSafe's Jev model, asks it to choose the next control and action, then lets local policy code decide whether Codex may execute the step. Screenshots stay local, which reduces what leaves the machine but rules out work that depends on visual layout.SetupDocsCommunityMaturityVerdict insideAutomation★ 1.2k ▲8/7d · JavaScriptjev-browser-useJev Browser Use is a Codex skill and plugin that delegates routine browser clicks, navigation, toggles, and scrolling to TypeSafe's Jev model. Codex keeps responsibility for planning, typing, visual judgment, sensitive actions, and the final verification while the helper works through an existing Computer Use browser connection.SetupDocsCommunityMaturityVerdict insideAutomation★ 1.0k ▲148/7d · Rustherdr-projectsHerdr Projects is a Herdr plugin that gives one coordinator agent a set of parallel worker threads, each with its own branch or folder, shared instructions, and project memory. It tracks which threads are working, blocked, or ready for review so you do not have to brief and watch every coding agent by hand.SetupDocsCommunityMaturityVerdict insideAutomation★ 5 · TypeScriptrepopilotRepoPilot is an independent, self-hosted controller built with the OpenAI Codex SDK. Its documented workflow turns selected GitHub issues and same-repository pull requests into test evidence, repair proposals and optional draft PRs. A separate Docker runner checks proposed changes; maintainers retain the merge decision.SetupDocsCommunityMaturityVerdict insideAutomation★ 459 ▲6/7d · JavaScriptmobile-jevMobile Jev is a local operator console and CLI that lets a Jev model choose actions on a real Android phone connected through Mobilerun. It turns a plain-language goal into observed taps, text entry, scrolling, navigation, and a saved trace without using ADB.SetupDocsCommunityMaturityVerdict insideAutomation★ 10k ▲138/7d · Gowx_channels_downloadwx_channels_download is a Chinese-first desktop utility that adds download controls to WeChat Channels by running a local proxy and modifying responses. The README and documentation are written in Chinese; we found no English guide. It can save videos, batch-download a creator's posts, handle live streams with FFmpeg, and expose local controls through an API or MCP.SetupDocsCommunityMaturityVerdict insideAutomation★ 3.9k ▲807/7d · Pythonjianying-headlessJianying Headless is a mostly Chinese-documented automation toolkit that turns structured edit plans into editable Jianying Pro drafts, modifies copies of existing projects, and invokes the local macOS engine to export video. The Windows FFmpeg guide is in English, but the main getting-started and macOS documentation is Chinese; this is an unofficial integration that requires a tightly matched Jianying installation.SetupDocsCommunityMaturityVerdict insideAutomation★ 799 ▲13/7d · PythonforemanForeman runs beside a coding agent and asks TypeSafe's Jev model whether the work is complete, stuck, off track, ready for verification, or waiting on a person. Python policy turns those scores into actions such as continuing, steering, stopping, retrying, verifying, or finishing one worker's job.SetupDocsCommunityMaturityVerdict insideAutomation★ 8.4k ▲432/7d · Pythonok-wuthering-wavesok-wuthering-waves is primarily a Chinese-language Windows automation app for Wuthering Waves, and a full English guide is available. It uses image recognition and simulated mouse and keyboard input to handle combat, daily tasks, and Echo farming while the game is visible, minimized, or covered.SetupDocsCommunityMaturityVerdict insideAutomation★ 24k ▲297/7d · Pythonjev-ultrafastJev Ultrafast is a Python browser agent that chooses from visible page controls instead of asking a language model to invent selectors or scripts. It is built for short, bounded web tasks where fewer model round trips matter, with a second small model supplying text only when the agent selects a field.SetupDocsCommunityMaturityVerdict insideAutomation★ 1.3k ▲12/7d · Pythontypesafe-computer-useTypeSafe Computer Use, also called jev, is a desktop agent that turns a screen into a bounded list of actions and asks a small classifier what to do next. Code supplies facts such as dates, focus, and URLs, while a separate writing model is used only for free text and final answers.SetupDocsCommunityMaturityVerdict insideAutomation★ 3.1k ▲23/7d · TypeScriptjev-traderJev Trader is a Bun service that reads the Kuru MON-USDC order book on Monad and chooses a buy or sell quote for each block. It can use TypeSafe's hosted Jev model, while the default mock mode uses a momentum heuristic and simulates fills without a private key.SetupDocsCommunityMaturityVerdict insideAutomation★ 448 ▲55/7d · RustomnigetOmniGet is a desktop download manager for online video, courses, galleries, torrents, and direct files, with readers and conversion tools built into the same app. It puts yt-dlp, FFmpeg, gallery-dl, and several native extractors behind a graphical interface for people who do not want to manage command flags.SetupDocsCommunityMaturityVerdict insideAutomation★ 813 ▲40/7d · TypeScriptWA-AKGWA-AKG turns one or more WhatsApp accounts into a self-hosted dashboard and REST API by connecting through Baileys. It handles sessions, messages, recurring schedules, broadcasts, auto-replies, media, and webhooks, with an optional n8n community node for workflow automation.SetupDocsCommunityMaturityVerdict insideAutomation★ 230 · SwiftMacDuoMac Duo is a native macOS utility that bends, rolls, shutters, or fades your desktop as you move a MacBook lid. It reads the machine's lid-angle sensor and renders six local Metal effects, giving the physical screen movement a matching desktop animation.SetupDocsCommunityMaturityVerdict insideAutomation★ 201 · Pythonflycoinrhflycoinrh feeds browser screenshots into a simulation built from a measured male fruit-fly connectome, then maps descending-neuron activity back to cursor movement and clicks. It is a research-art rig with separate code that completes a Robinhood Chain token-launch form, signs a transaction, streams the roaming fly, and lets a language model narrate its telemetry.SetupDocsCommunityMaturityVerdict insideAutomation★ 2.2k ▲91/7d · C#IDM_Pro_ToolIDM Pro Tool is a Chinese-language Windows utility that bypasses Internet Download Manager's paid licensing by patching its executable and changing system state. Its README and interface documentation are in Chinese, with no English guide; the source performs administrator-level changes to the program binary, registry, access-control rules, and Hosts file.SetupDocsCommunityMaturityVerdict insideAutomation★ 898 ▲7/7d · PythonstonkflyStonkfly turns a rendered crypto price chart into input for a retained fruit-fly connectome simulation, then maps selected neural activity to buy, sell, or hold proposals. It can paper trade by default or submit guarded Coinbase Advanced spot orders, but its author says profitable learning has not been demonstrated.SetupDocsCommunityMaturityVerdict insideAutomation★ 834 ▲11/7d · JavaScriptgongwen-gbt9704-skillGongwen GB/T 9704-2012 Skill is a Chinese-language document skill that turns Chinese formal material into editable DOCX files following China's party and government document layout standard. The skill metadata has a short English description, but the README, operating guide, checklists, and audit records are written in Chinese; there is no full English guide.SetupDocsCommunityMaturityVerdict insideAutomation★ 737 ▲9/7d · Swiftmactap-appMacTap is a macOS menu-bar utility that turns one, two, or three physical knocks on a compatible MacBook into shortcuts and system actions. It reads the laptop's motion sensor locally, with separate mappings for each side and optional per-app presets.SetupDocsCommunityMaturityVerdict insideAutomation★ 356 · Pythoncloudflare-turnstile-bypassCloudflare Turnstile Bypass is a small Python client that finds a Turnstile sitekey and asks the Peak service for a response token. It is useful only for authorized testing or automation where the site owner permits a third-party solver.SetupDocsCommunityMaturityVerdict insideAutomation★ 510 ▲1/7d · Pythonturnstile-bypassTurnstile Bypass is a Python helper that drives a visible Chrome window through a Cloudflare Turnstile widget or interstitial waiting room. It returns a short-lived token or keeps the cleared browser tab open, but it does not handle IP bans, rate limits, WAF blocks, hCaptcha, or reCAPTCHA.SetupDocsCommunityMaturityVerdict insideAutomation★ 1.4k ▲95/7d · RustautoshortsAutoShorts is a desktop app that finds candidate moments in long recordings and cuts them into vertical clips. It keeps project data in local SQLite, while transcription and moment ranking can run through local tools or outside AI services.SetupDocsCommunityMaturityVerdict insideAutomation★ 651 ▲11/7d · PythonARESARES is a self-hosted platform for authorized red-team and purple-team engagements. It combines scoped offensive modules, campaign controls, attack-path graphs, credentials and evidence storage, operator roles, reports, an API, and an optional MCP gateway in one system.SetupDocsCommunityMaturityVerdict insideAutomation★ 22k ▲41/7d · TypeScriptappiumAppium is a test-automation server that lets one style of test control native, hybrid, mobile-web, and desktop apps through installable platform drivers. It gives teams a common interface across device families while letting each driver handle the platform-specific work.SetupDocsCommunityMaturityVerdict insideAutomation★ 330 ▲3/7d · Swifthuashu-mac-usehuashu-mac-use is primarily a Chinese-language Agent Skill for controlling macOS applications that lack a normal API, with an English summary at the end of its README. It gives Claude Code, Codex, and other skill-aware agents a Swift command-line kernel for reading windows, choosing an automation channel, writing with safety checks, and saving screenshots as evidence.SetupDocsCommunityMaturityVerdict insideAutomation★ 240 · Pythoncloudflare-turnstile-solverCloudflare Turnstile Solver is a small Python client that finds a Turnstile sitekey in page markup and asks the commercial Peak API to return a response token. It does not solve Turnstile locally; its sensible use is authorized QA on pages you own or have permission to test.SetupDocsCommunityMaturityVerdict insideAutomation★ 451 ▲2/7d · Swiftstop-stutterStop Stutter is a native macOS utility that keeps Apple's AWDL peer-to-peer interface off while selected game-streaming clients are running. It automates one specific Wi-Fi workaround; it does not fix stutter caused by router congestion, packet loss, decoding, or display timing.SetupDocsCommunityMaturityVerdict insideAutomation★ 1.1k ▲9/7d · JavaScriptwarp-masque-actionsWarp Masque Actions is a Chinese-language set of GitHub Actions and a Cloudflare Worker that generate Cloudflare WARP MASQUE credentials and mihomo configurations. The documentation is detailed, but there is no English README, so non-Chinese readers will need translation before handling its credential and client setup.SetupDocsCommunityMaturityVerdict insideAutomation★ 71k ▲48/7d · PythonansibleAnsible runs repeatable infrastructure changes from one control machine, usually over SSH, so managed Linux hosts do not need a resident Ansible agent. This repository contains the ansible-core engine and built-in content; the larger ansible package adds separately packaged modules called collections for more systems and services.SetupDocsCommunityMaturityVerdict insideAutomation★ 4.1k ▲1.3k/7d · Pythonffmpeg-skillffmpeg-skill gives Claude Code, Cursor, Codex, and MCP clients a structured local video-editing toolkit built on FFmpeg. It packages 42 Python tools for cuts, captions, audio work, reframing, exports, and checks, while keeping media on the user's machine.SetupDocsCommunityMaturityVerdict insideAutomation★ 614 · Shellfable-orchestratorFable Orchestrator is a Codex skill that asks Claude Fable 5.1 to plan coding work, then routes implementation to GPT-5.6 Luna or DeepSeek V4 Flash agents exposed by Codex Router. It installs three skill files and leaves Codex responsible for tools, workspace changes, safety checks, and final verification.SetupDocsCommunityMaturityVerdict insideAutomation★ 8.5k ▲366/7d · JavaScriptDLSS5-SwapperDLSS 5 Swapper is a Windows desktop app that finds installed games, adds one of several neural-rendering routes, and keeps backups for restoration. It covers native DLSS games, older graphics APIs, and emulators, with per-game controls and community compatibility reports.SetupDocsCommunityMaturityVerdict insideAutomation★ 14k ▲18/7d · PowerShellrunner-imagesRunner Images is the source GitHub uses to assemble the virtual machines behind GitHub-hosted Actions runners and Microsoft-hosted Azure Pipelines agents. It is useful when you need to inspect what a hosted runner contains, follow image changes, or build a related Azure VM image of your own.SetupDocsCommunityMaturityVerdict insideAutomation★ 139 · Pythonagent-fleet-managerAgent Fleet Manager is a small Python engine that keeps a schedule of sources to check, hands due work to workers, and records the results in one SQLite database. It solves the bookkeeping around repeated fetches or agent jobs, including retries, change detection, and an audit trail, but you supply any worker that needs more than a plain HTTP request.SetupDocsCommunityMaturityVerdict insideAutomation★ 3.8k ▲17/7d · GokargoKargo moves new images, charts, and Git commits through test, staging, and production by changing the desired state kept in Git. It watches for new artifacts, runs a promotion process, records what moved, and leaves deployment to a GitOps controller such as Argo CD.SetupDocsCommunityMaturityVerdict insideAutomation★ 747 ▲26/7d · PythonRoseRose is a Windows skin changer for League of Legends, with English documentation. It watches champion select, downloads local skin assets, and injects the selected appearance when a match starts; the project says these changes affect local rendering and provide no gameplay advantage.SetupDocsCommunityMaturityVerdict insideAutomation★ 1.8k ▲66/7d · TypeScriptalchemyAlchemy is an infrastructure-as-code framework that lets TypeScript developers define cloud resources and the application code using them in one Effect program. It handles deployment state, resource bindings, permissions, local development, and CI for AWS and Cloudflare without a separate YAML configuration layer.SetupDocsCommunityMaturityVerdict insideAutomation★ 780 ▲15/7d · PythonlayaLaya is a local-first desktop command center that turns notifications from work services into AI-researched cards for a person to approve or dismiss. It connects email, chat, calendars, code hosts, and project trackers through a local Python engine and n8n, with local models or bring-your-own cloud keys.SetupDocsCommunityMaturityVerdict insideAutomation★ 1.8k ▲17/7d · TypeScriptprod-FARM-IOS-CorePhone Farm iOS turns a Mac and connected iPhones into a local device-control and scheduling system. It provides live screens, remote input, recurring jobs, execution history, and a built-in TikTok workflow, while a plugin interface lets developers add other tasks.SetupDocsCommunityMaturityVerdict insideAutomation★ 22k ▲29/7d · Pythonha_xiaomi_homeXiaomi Home is Xiaomi's official custom integration for bringing its smart-home devices into Home Assistant. It turns MIoT device properties, events, and actions into familiar Home Assistant entities, while using Xiaomi Cloud or compatible local gateway hardware to carry commands and updates.SetupDocsCommunityMaturityVerdict insideAutomation★ 1.4k ▲80/7d · PythonFreePEPFreePEP is a Chinese-first Python downloader that turns page images from the People's Education Press textbook site into local PDFs. A current English README exists, and both guides explain the Web interface, command-line filters, batch mode, Chromium requirement, and restrictions on use.SetupDocsCommunityMaturityVerdict insideAutomation★ 138 · fragment-api-devFragment API Dev is an English-language client and hosted API for buying Telegram Stars or Premium with GRAM or USDT on TON. It gives shops and bots a short Python or REST flow, but each purchase sends wallet signing material to a server operated outside your infrastructure.SetupDocsCommunityMaturityVerdict insideAutomation★ 1.2k ▲2/7d · Pythonundress-serviceCoomeRtool now redirects to a repository named undress-service. Its installable Python package is a command-line downloader for Kemono and Coomer creator archives, while the README markets a self-hosted wardrobe stylist. Those are two different products, and the wardrobe server refers to code and folders that are absent from the repository.SetupDocsCommunityMaturityVerdict insideAutomation★ 166 ▲4/7d · GofullsendFullsend v0.43.0 connects separate coding agents to GitHub, GitLab, and Forgejo so they can triage issues, write fixes, review pull requests, and merge approved work. It is an automation system for whole repositories, with dedicated identities and policy controls, rather than a chat assistant you run for one coding session.SetupDocsCommunityMaturityVerdict insideAutomation★ 5.4k ▲205/7d · Pythonlinkedin-skillsLinkedIn Skills is a bundle of Claude Code and Codex instructions plus small Python clients for planning, drafting, reviewing, and publishing LinkedIn content. It can work as a copy-and-paste writing aid with no account connection, or use Apify, Publora, and Pixfaro for reading posts, publishing approved drafts, and making images.SetupDocsCommunityMaturityVerdict insideAutomation★ 14k ▲303/7d · GoaxAX is Google's open-source control plane for running agent tasks in isolated cluster sandboxes. You describe the task, workspace, network access, and model connection in YAML, then use a Kubernetes-like CLI to apply, watch, pause, resume, or inspect the work.SetupDocsCommunityMaturityVerdict insideAutomation★ 1.7k ▲12/7d · GonewsjackNewsjack is an English-language bundle of 30 PR skills plus a Go command-line tool for AI agents. It helps founders and communications teams monitor news, judge whether they have a credible angle, check claims, find journalists, and draft material without assembling each workflow from scratch.SetupDocsCommunityMaturityVerdict insideAutomation★ 893 ▲67/7d · Goeasyeda-agenteasyeda-agent's primary README is Chinese. An English README exists, but it still labels itself v1.4.5 while the latest release is v1.5.2. The project gives AI agents typed commands, a local daemon, an EasyEDA Pro connector, and Skill or MCP interfaces for reading and editing schematics and PCBs.SetupDocsCommunityMaturityVerdict insideAutomation★ 17k ▲52/7d · GodaggerDagger is an automation engine that lets you write build, test, and release workflows in normal programming languages and run them on a local container runtime, CI runner, or Dagger Cloud. It aims to keep the same pipeline logic across laptops and hosted environments while caching repeated work and tracing each operation.SetupDocsCommunityMaturityVerdict insideAutomation★ 9.6k ▲170/7d · Rustyoutube-dl-guiOpen Video Downloader is a desktop interface for yt-dlp that downloads video, audio, subtitles, and metadata without making you learn command-line options. It runs on Windows, macOS, and Linux, with controls for quality, playlists, filenames, authentication, and download queues.SetupDocsCommunityMaturityVerdict insideAutomation★ 4.4k ▲20/7d · TypeScriptmcp-server-cloudflareCloudflare MCP Server is a monorepo behind a set of hosted Model Context Protocol endpoints for documentation, Workers, logs, browser rendering, DNS analytics, security, and other Cloudflare products. An MCP client can inspect account data and, where a tool permits it, make changes through a narrower product-specific interface than Cloudflare's separate Code Mode server.SetupDocsCommunityMaturityVerdict insideAutomation★ 1.8k ▲27/7d · Rustagent-desktopAgent Desktop lets an AI agent inspect and control macOS applications through the operating system's accessibility tree, returning JSON and reusable element references instead of depending on screenshots alone. It covers observation, clicks, typing, windows, clipboard, notifications, sessions, and traces; Windows and Linux desktop control are still listed as planned.SetupDocsCommunityMaturityVerdict insideAutomation★ 5.1k ▲308/7d · Pythonyichen-skillsYichen Skills is a collection of 21 Claude Code and Codex workflows for writing, research, social publishing, transcription, and authorized local WeChat or WeCom data work. The root documentation is available in English and Chinese, although individual skill instructions vary. Each directory is its own tool with separate platform, account, privacy, and licensing requirements.SetupDocsCommunityMaturityVerdict insideAutomation★ 15k · Pythonpy12306py12306 is a Chinese-language Python assistant for buying train tickets through China's 12306 service; the repository has no English README. It watches dates, routes, trains, and seat types, then can place an order for configured passengers and send notifications, with optional Redis clustering and a web page.SetupDocsCommunityMaturityVerdict insideAutomation★ 17k ▲136/7d · JavaScriptTikTokDownloaderDouK-Downloader is Chinese-first software, and a full English README is available. It downloads and records Douyin or TikTok posts, account feeds, images, and live streams, while also saving collected metadata to files or exposing it through a local API.SetupDocsCommunityMaturityVerdict insideAutomation★ 16k ▲3/7d · GogoreleaserGoReleaser is a release automation tool configured through .goreleaser.yaml. Its documentation describes building, archiving, packaging, signing, and publishing artifacts for Go, Rust, Zig, JavaScript, TypeScript, and Python projects. Which steps run depends on your configuration and edition.SetupDocsCommunityMaturityVerdict insideAutomation★ 30k ▲416/7d · RustobscuraObscura is an open-source headless browser engine written in Rust for web scraping and AI-agent automation. It runs JavaScript through V8 and aims to replace headless Chrome in existing Puppeteer or Playwright workflows while using a smaller native engine.SetupDocsCommunityMaturityVerdict insideAutomation★ 28k ▲72/7d · JavaScriptios_rule_scriptios_rule_script is a Chinese-first collection of traffic-routing rules, rewrite rules, and automation scripts for tools such as Quantumult X and MagicJS. No English documentation is evident in the supplied README excerpt, so English-only users should expect to translate the instructions. It solves the tedious work of gathering and organizing rules and small device-side automations from many sources.SetupDocsCommunityMaturityVerdict insideAutomation★ 3.4k ▲15/7d · TypeScriptbackground-agentsBackground Agents, branded Open-Inspect in its documentation, is a self-hosted system for sending coding work to remote sandboxes and checking the result later. It connects a web app, Slack, GitHub, Linear, schedules, and webhooks to coding agents that can edit repositories and open pull requests.SetupDocsCommunityMaturityVerdict insideAutomation★ 8.4k ▲130/7d · Shellfirstmatefirstmate is a directory of instructions and shell tools that turns one terminal coding agent into a supervisor for several coding agents. It gives each worker a separate Git worktree, watches their progress, and brings one human the resulting pull requests, local merges, or research reports.SetupDocsCommunityMaturityVerdict insideAutomation★ 1.5k ▲10/7d · Gogawkbotgawkbot turns a described or demonstrated work routine into a locally run bot and a small app for managing its results. It is meant to automate recurring work across more than 1,200 integrations while holding sends, commits, purchases, and deletions for human approval.SetupDocsCommunityMaturityVerdict insideAutomation★ 23k ▲53/7d · TypeScriptwechatyWechaty is a TypeScript toolkit for writing chatbots against one shared set of contacts, rooms, messages, and login events. A separate connector, called a puppet, links that bot code to WeChat, WeCom, WhatsApp, or another supported messaging service.SetupDocsCommunityMaturityVerdict insideAutomation★ 29k ▲29/7d · PythonceleryCelery is a Python task queue that sends work from an application through a message broker to worker processes. It moves slow, scheduled, or retryable jobs out of a web request and can route them across many workers while optionally recording their status and results.SetupDocsCommunityMaturityVerdict insideAutomation★ 4.5k ▲64/7d · GodaguDagu is a self-hosted workflow engine for operations and internal automation. Its README describes a single binary that adds YAML-defined dependencies, schedules, retries, human tasks, logs and a Web UI around existing commands, without an external database or message broker. Our recorded run establishes command outcomes, not production readiness.SetupDocsCommunityMaturityVerdict insideAutomation★ 30k ▲13/7d · GohelmHelm is a package manager for Kubernetes applications. It bundles configurable Kubernetes manifests into charts, installs them through the cluster API, and keeps release history so operators can upgrade, inspect, roll back, or remove an application as one named unit.SetupDocsCommunityMaturityVerdict insideAutomation★ 26k ▲88/7d · awesome-n8n-templatesAwesome n8n Templates is an English-led collection of 280+ workflow JSON files for the n8n automation platform, with translated READMEs in 13 other languages. It saves users from drawing every workflow from scratch, but it does not turn community files into maintained integrations.SetupDocsCommunityMaturityVerdict insideAutomation★ 8.5k ▲16/7d · Gogogcligogcli is one command-line client for Gmail, Calendar, Drive, Docs, Sheets, and much of Google Workspace. It gives people, scripts, and agents stable machine output, explicit account selection, and controls that can prevent an automated caller from sending mail or changing cloud data.SetupDocsCommunityMaturityVerdict insideAutomation★ 864 ▲5/7d · Goars0n-framework-v2Ars0n Framework v2 is a self-hosted bug bounty workspace that puts more than 50 reconnaissance and scanning tools behind a web interface, shared database, and guided workflows. It is written in English and aims to teach beginners a specific hunting method while letting experienced users control the same system through a 142-tool MCP server.SetupDocsCommunityMaturityVerdict insideAutomation★ 13k ▲59/7d · Pythondouyin-downloaderDouyin Downloader is a Python tool for saving Douyin videos, image posts, collections, music, comments, live streams, and whole profiles. It adds retries, local history, browser-assisted pagination, optional transcription, and a small job API for people who need more than one pasted-link download.SetupDocsCommunityMaturityVerdict insideAutomation★ 42k ▲23/7d · Rubyfastlanefastlane is a Ruby command-line tool that automates tedious iOS and Android release tasks like generating screenshots, managing provisioning profiles, and uploading apps. It solves the real problem of Apple code signing and manual App Store or Play Store submission eating days of developer time.SetupDocsCommunityMaturityVerdict insideAutomation★ 6.0k ▲14/7d · GovolcanoVolcano is a Kubernetes-native batch scheduling system. It extends the standard kube-scheduler to run AI/ML, big data, and HPC workloads efficiently, with gang scheduling, queueing, fair-share, and preemption.SetupDocsCommunityMaturityVerdict insideAutomation★ 165 · RustkropsKrops is an English-language reference implementation for managing cloud infrastructure through Kubernetes resources and GitOps. It combines Flux, Cluster API, and existing cloud controllers instead of adding its own controller or resource type. Platform teams can study or fork it to manage clusters and AWS resources from the same YAML, policy, and audit system used for workloads.SetupDocsCommunityMaturityVerdict insideAutomation★ 12k ▲69/7d · JavaScriptescrcpyEscrcpy is a desktop app for viewing and controlling Android devices through a graphical interface built around scrcpy. It brings mirroring, keyboard mapping, multi-device operations, wireless connections, automation, and an MCP-based assistant into one place, reducing the need to juggle separate ADB commands and utilities.SetupDocsCommunityMaturityVerdict insideAutomation★ 27k ▲18/7d · JavajenkinsJenkins is a self-hosted automation server used to build, test, analyze, and deploy software. Its controller schedules work across local or remote executors, while more than 2,000 plugins connect jobs to source control, build tools, credentials, notifications, and deployment systems.SetupDocsCommunityMaturityVerdict insideAutomation★ 57k ▲54/7d · Pythonn8n-workflowsZie619/n8n-workflows is an English-documented collection of workflow JSON files with a searchable web catalog. It helps users find automation examples; running a selected workflow requires a separate n8n instance and the accounts and credentials its integrations use.SetupDocsCommunityMaturityVerdict insideAutomation★ 32k ▲70/7d · TypeScriptinvisible_dotsThe repository reached through feder-cr/AIHawk now leads to invisible_dots. Its guide describes a persistent AI agent with its own QEMU virtual machine, Linux desktop, files and browser identities that retain cookies and logins between tasks. The October 12 repository checks below do not establish that a working virtual desktop was deployed.SetupDocsCommunityMaturityVerdict insideAutomation★ 65k ▲284/7d · PowerShellwinutilChris Titus Tech's Windows Utility, usually called WinUtil, groups Windows app installation, system tweaks, configuration troubleshooting, and update controls in one interface.SetupDocsCommunityMaturityVerdict insideAutomation★ 4.1k ▲45/7d · TypeScriptkuduKudu is a desktop and command-line system cleaner for Windows, macOS, and Linux. It scans for disposable caches and logs, manages startup and privacy settings, and includes malware checks, with deletion kept local unless optional cloud features are enabled.SetupDocsCommunityMaturityVerdict insideAutomation★ 6.6k ▲55/7d · PythonAutoHedgeAutoHedge is a Python program that sends a market prompt through several AI agents for thesis, sentiment, risk, and order drafting. The repository also contains Solana swap functions, but its default command is an interactive research loop rather than the continuous autonomous trading service promised by the README.SetupDocsCommunityMaturityVerdict insideAutomation★ 23k ▲181/7d · PowerShellSpotXSpotX is a PowerShell patcher for the official Spotify desktop client on Windows. It removes banner, video, and audio ads, and can also hide unwanted content sections, disable analytics, and control client updates.SetupDocsCommunityMaturityVerdict insideAutomation★ 32k ▲70/7d · TypeScriptinvisible_dotsinvisible_dots is a self-hosted computer agent. According to its guide, each Dot has a persistent QEMU virtual machine with a Linux desktop, files, memory, skills, and browser identities that retain cookies and logins. OpenRouter supplies the model. The README at our measured commit already describes this general computer agent, so readers arriving through the old AIHawk repository name should check their tutorial before proceeding.SetupDocsCommunityMaturityVerdict insideAutomation★ 2.4k ▲47/7d · TypeScriptagent-teams-aiAgent Teams AI is a desktop workspace for coordinating coding agents across supported runtimes. Its README describes a Kanban board, agent messages, task logs, an integrated terminal, code review and usage tracking. Our recorded source build completed, but we did not verify those desktop workflows or provider connections.SetupDocsCommunityMaturityVerdict insideAutomation★ 4.2k ▲3/7d · TypeScriptupload-artifactGitHub's actions/upload-artifact stores workflow output as downloadable artifacts. Its README documents file, directory and wildcard uploads, configurable retention and compression, and outputs for an artifact ID, download URL and SHA-256 digest. Downloads require a signed-in user and remain available only until expiry or deletion.SetupDocsCommunityMaturityVerdict insideAutomation★ 33k ▲379/7d · C#OfficeCLIOfficeCLI is a command-line tool for reading, creating, and editing .docx, .xlsx, and .pptx files. Its documented JSON output and HTML or PNG previews give scripts and AI agents ways to inspect document elements and layout without Microsoft Office.SetupDocsCommunityMaturityVerdict insideAutomation★ 32k ▲17/7d · JavaconductorConductor is a workflow server that keeps orchestration in versioned JSON graphs while workers perform application tasks. Its README describes inspectable execution state and controls for retries, pauses and recovery. Our supplied run did not verify those server capabilities.SetupDocsCommunityMaturityVerdict insideAutomation★ 422 ▲4/7d · Gohey-cliHEY CLI brings HEY Mail, Contacts, Calendar, and Journal into a terminal, with both an interactive TUI and scriptable commands. It solves the gap between a web inbox and shell or coding-agent workflows by exposing readable output, JSON pipelines, live event watching, and MCP tools.SetupDocsCommunityMaturityVerdict insideAutomation★ 12k ▲17/7d · GocrossplaneCrossplane turns a Kubernetes cluster into an API for provisioning cloud services, applications, and other infrastructure. Platform teams define their own resource types, then Crossplane keeps the resources behind those APIs in the requested state through providers and composition functions.SetupDocsCommunityMaturityVerdict insideAutomation★ 15k ▲6/7d · RustespansoEspanso is a local text expander that watches for typed triggers and replaces them in desktop applications. Its YAML rules can insert plain text, dates, images, form results, or output from local scripts, giving one snippet system to Windows, macOS, and Linux users.SetupDocsCommunityMaturityVerdict insideAutomation★ 7.0k ▲54/7d · JavaScriptfollow-buildersFollow Builders is a Claude Code and OpenClaw skill that turns a centrally maintained feed of AI podcasts, posts, and company blogs into a scheduled or on-demand digest. It solves the filtering problem for readers who want a fixed list of AI practitioners summarized inside an agent they already use.SetupDocsCommunityMaturityVerdict insideAutomation★ 33k ▲150/7d · PythonCloakBrowserCloakBrowser wraps a custom Chromium binary for Python and JavaScript automation through Playwright or Puppeteer. The project says it modifies browser fingerprints at the C++ source level. The wrapper source and distributed browser binary have separate license terms.SetupDocsCommunityMaturityVerdict insideAutomation★ 56k ▲222/7d · PythonfreqtradeFreqtrade is a Python crypto trading bot with backtesting, strategy optimization and Telegram or web interface controls. Its README documents dry-run operation before committing money.SetupDocsCommunityMaturityVerdict insideAutomation★ 48k ▲34/7d · Shellacme.shacme.sh is an ACME certificate client written in Unix Shell. Its README documents certificate issuance, renewal and installation without a Python dependency in the core client. Unattended operation depends on the validation method and a working deployment or reload step.SetupDocsCommunityMaturityVerdict insideAutomation★ 26k ▲77/7d · TypeScriptstagehandStagehand is a browser automation SDK for TypeScript, Python, and Go. It combines familiar page and locator methods with language-model commands that click, inspect, and extract data when fixed selectors are too brittle.SetupDocsCommunityMaturityVerdict insideAutomation★ 61k ▲478/7d · PowerShellWin11DebloatWin11Debloat is a PowerShell script that removes preinstalled Windows 11 apps, disables telemetry and ads, and applies dozens of UI and privacy tweaks in one run. It solves the problem of manually clicking through Windows settings or hunting down app removal commands.SetupDocsCommunityMaturityVerdict insideAutomation★ 24k ▲15/7d · JavaScriptnode-redNode-RED is a browser-based tool for building event-driven applications with visual flows. It suits teams connecting devices and services that can also take responsibility for editor access, stored state, and deployment.SetupDocsCommunityMaturityVerdict insideAutomation★ 9.6k ▲54/7d · PythonXianyuAutoAgentXianyuAutoAgent is a Python automated responder for China's Xianyu marketplace. It routes buyer questions to pricing, technical or general reply agents and sends generated replies through a marketplace WebSocket connection. Its Chinese README describes conversation history and negotiation support. Our recorded setup run does not establish that live replies work reliably.SetupDocsCommunityMaturityVerdict insideAutomation★ 8.4k ▲91/7d · PythonSequoia-XSequoia-X is a Python screener for mainland China's A-share market. Its documentation is mainly Chinese, with English headings and an English subtitle but no full English setup guide; it downloads daily market data, runs technical screens, stores results in SQLite, and sends picks to Feishu.SetupDocsCommunityMaturityVerdict insideAutomation★ 61k ▲115/7d · GorcloneRclone is a command-line tool for copying and synchronizing files between cloud storage accounts, servers, and local folders. It gives you one set of commands for moving files across providers instead of managing a separate client for each service.SetupDocsCommunityMaturityVerdict insideAutomation★ 10.0k ▲19/7d · GolegoLego is a Go command-line client and library for obtaining, renewing, and revoking TLS certificates from Let's Encrypt and other ACME certificate authorities. Its main draw is DNS challenge automation for more than 200 providers, alongside HTTP and TLS challenge support.SetupDocsCommunityMaturityVerdict insideAutomation★ 31k ▲151/7d · JavaScriptOpenCLIOpenCLI is a browser automation CLI for people and AI agents. It combines reusable site adapters with controls for navigating pages, filling forms, clicking and extracting data. Its documented Browser Bridge connects Chrome or Chromium through an extension and a local daemon.SetupDocsCommunityMaturityVerdict insideAutomation★ 9.3k ▲43/7d · JavaScriptweb-accessWeb Access is a Chinese-first Agent Skill that teaches Claude Code and other SKILL.md-capable agents how to choose web tools and drive a logged-in Chrome or Edge session through CDP. An English translation exists through the README language menu, but the repository documentation and issue discussion are primarily Chinese.SetupDocsCommunityMaturityVerdict insideAutomation★ 23k ▲144/7d · TypeScriptsuper-productivitySuper Productivity is a personal task planner that combines a daily schedule with time tracking. It imports assignments from services such as Jira and GitHub, so you can organize your own work alongside calendar events and export time sheets.SetupDocsCommunityMaturityVerdict insideAutomation★ 23k ▲29/7d · C++Karabiner-ElementsKarabiner-Elements is a macOS keyboard remapper that can make one key act like another or apply different rules by device, application, and input state. It solves awkward keyboard layouts and repetitive shortcuts at a lower level than most app-specific hotkey settings.SetupDocsCommunityMaturityVerdict insideAutomation★ 2.3k ▲22/7d · GoWiiUDownloaderWiiUDownloader is a desktop app that downloads Wii U games, updates, DLC, and demos directly from Nintendo's CDN without requiring title keys. It solves the problem of abandoned, Windows-only Wii U USB Helper by providing a cross-platform, open-source downloader that also decrypts files for use on a real console or the Cemu emulator.SetupDocsCommunityMaturityVerdict insideAutomation★ 24k ▲28/7d · PythonprefectPrefect is a Python workflow system that adds scheduling, retries, caching, state tracking, and a web dashboard to ordinary functions. It helps data teams run scripts repeatedly, see what failed, and move the same workflow from a laptop to workers without rewriting it as a separate configuration language.SetupDocsCommunityMaturityVerdict insideAutomation★ 6.4k ▲58/7d · JavaScriptTelegram-Media-DownloaderTelegram Media Downloader is an English-documented browser userscript that restores download buttons in Telegram Web, including chats and channels where saving is restricted. It handles images, GIFs, videos, stories, and some voice messages without asking for a separate Telegram API account.SetupDocsCommunityMaturityVerdict insideAutomation★ 1.1k ▲8/7d · Pythonrewards-farmerRewards Farmer is a Python and Selenium project for automating Microsoft Rewards searches and dashboard tasks in Edge. Its README documents public-feed search queries, optional LLM providers, separate account profiles and Docker setup. Microsoft account risk remains part of the decision even when setup works.SetupDocsCommunityMaturityVerdict insideAutomation★ 56k · C#PowerShellPowerShell is a command-line shell, scripting language, and framework for processing cmdlets. Its README describes cross-platform automation for Windows, Linux, and macOS, with a focus on structured data such as JSON, CSV, and XML, REST APIs, and object models.SetupDocsCommunityMaturityVerdict insideAutomation★ 24k ▲144/7d · C++MaaAssistantArknightsMAA is a desktop and command-line assistant that automates repetitive tasks in Arknights by recognizing what is on screen and controlling the game. It handles chores such as farming, base shifts, recruitment, rewards, and selected battle plans, reducing the daily attention the game demands.SetupDocsCommunityMaturityVerdict insideAutomation★ 10k ▲176/7d · TypeScriptmobile-mcpMobile MCP is a Model Context Protocol server that lets an AI agent inspect and control iOS and Android apps through one set of tools. It uses device accessibility data where possible, with screenshots and coordinate taps as a fallback, so agents can explore apps without separate XCUITest and Espresso scripts.SetupDocsCommunityMaturityVerdict insideAutomation★ 2.5k ▲36/7d · JavaScriptdelegate-skillsdelegate-skills is a collection of agent skills that lets one coding agent hand an implementation brief to a separate CLI, then bring back a structured report and working-tree diff for review. It supports direct dispatch or named fleet lanes while leaving the final commit with the orchestrator.SetupDocsCommunityMaturityVerdict insideAutomation★ 170 · JavaScriptPolymarket-Telegram-BotPolymarket-Telegram-Bot is the public landing repository for a hosted Telegram bot that alerts users to large Polymarket trades and offers one-tap betting and copy trading. The repository does not contain that bot: it has a README, an MIT license, and a small WebSocket feed example.SetupDocsCommunityMaturityVerdict insideAutomation★ 23k ▲41/7d · PythonskyvernSkyvern automates browser workflows using language models and computer vision. Its README describes a Playwright-compatible SDK, a no-code workflow builder, a local server and UI, and a managed cloud service. These are documented capabilities; our recorded run did not measure browser-task accuracy.SetupDocsCommunityMaturityVerdict insideAutomation★ 9.7k ▲81/7d · TypeScriptclaude-code-actionClaude Code Action puts Claude inside GitHub issues and pull requests, where it can answer questions, review changes, edit code, and run prompted maintenance jobs. It solves the handoff between a repository conversation and an agent working on the checked-out code.SetupDocsCommunityMaturityVerdict insideAutomation★ 5.5k ▲52/7d · Pythonuser-scannerUser Scanner is a Python OSINT tool for finding possible accounts from usernames and email addresses. Its README documents profile metadata extraction, cross-scanning between identifiers, JSON, CSV and PDF reports, a Python interface and an optional MCP server. These capabilities produce investigative leads; they do not establish identity.SetupDocsCommunityMaturityVerdict insideAutomation★ 35k ▲7/7d · JavaseleniumSelenium lets programs open real web browsers, click through pages, and check the results in languages including Java and Python. It gives teams a common browser-control interface for local scripts and remote browser fleets, so they can automate the same user flows across their existing tools.SetupDocsCommunityMaturityVerdict insideAutomation★ 986 ▲18/7d · fire-your-seo-agencyfire-your-seo-agency is a Claude Code skill that guides an agent through technical SEO, answer-engine visibility, AI crawler access, brand consistency, and Naver search work. Its canonical operating instructions are Korean, while the README and all six reference guides have English versions for human readers.SetupDocsCommunityMaturityVerdict insideAutomation★ 9.3k ▲5/7d · GoatlantisAtlantis is a self-hosted service that runs Terraform plans and applies from pull-request comments. It puts infrastructure changes, plan output, approvals, and execution history in the same review thread instead of relying on engineers to run Terraform from their laptops.SetupDocsCommunityMaturityVerdict insideAutomation★ 7.8k ▲74/7d · GoflyteFlyte 2 is a Python-facing system for running data, machine-learning, model-serving, and agent workflows on managed compute. This repository contains its Go control-plane work and API definitions, while the full Python SDK lives in a separate repository and the public self-hosted Flyte 2 backend is still described as coming soon.SetupDocsCommunityMaturityVerdict insideAutomation★ 513 ▲1/7d · Rustscalable-cliScalable CLI is the official command-line interface for Scalable Broker accounts. It replaces browser scripting with structured commands for viewing portfolios, market data, savings activity, and supported account changes, while requiring explicit confirmation for sensitive actions.SetupDocsCommunityMaturityVerdict insideAutomation★ 4.9k ▲16/7d · TypeScriptagentaAgenta is a shared workspace for building agents through chat, connecting them to tools, and running them interactively or on schedules and app events. It adds files, team access, configuration history, traces, costs, permissions, and background execution around harnesses such as Claude Code, Pi, and Codex.SetupDocsCommunityMaturityVerdict insideAutomation★ 23k ▲92/7d · PythonAI-TraderAI-Trader is a hosted and self-hostable platform where software agents publish trading ideas, simulate trades, follow other agents, and compete in challenges. It gives each registered agent a token and paper balance, then exposes feeds, positions, notifications, and copy-trading actions through HTTP and WebSocket APIs.SetupDocsCommunityMaturityVerdict insideAutomation★ 24k ▲23/7d · TypeScriptArchonArchon is an open-source workflow engine that turns an AI coding process into a repeatable YAML-defined sequence. It coordinates planning, implementation, testing, review, approval, and pull-request creation so an agent is less likely to skip a step or improvise the process each time.SetupDocsCommunityMaturityVerdict insideAutomation★ 32k ▲125/7d · RustcliGoogle Workspace CLI, invoked as gws, lets scripts and assistants read and change Google services such as Drive, Gmail, Calendar, and Sheets. It turns Google's API descriptions into terminal commands with JSON output, saving you from writing a separate HTTP wrapper for each service.SetupDocsCommunityMaturityVerdict insideAutomation★ 9.8k ▲266/7d · TypeScriptBrowserSkillBrowserSkill lets a shell-capable AI agent control Chrome or Edge through a local command-line tool and browser extension. It opens a separate Agent Window, can temporarily borrow a tab you approve, and reuses the login state already present in your browser.SetupDocsCommunityMaturityVerdict insideAutomation★ 9.0k ▲15/7d · TypeScriptcheckoutActions Checkout is the official GitHub Action that places repository files in a workflow's workspace so later steps can build, test, or publish them. It handles authentication, shallow history, sparse checkout, submodules, Git LFS, and repositories other than the one that triggered the run.SetupDocsCommunityMaturityVerdict insideAutomation★ 44k ▲380/7d · KotlingkdGKD is an Android app that clicks screen elements when your chosen rules match, helping with repeated confirmations and unwanted startup screens. Its README and official guides are primarily Chinese, and I found no official English documentation in the linked material.SetupDocsCommunityMaturityVerdict insideAutomation★ 64k ▲39/7d · PythonopenpilotOpenpilot connects comma hardware to a supported car to assist with driving. It gives owners and developers access to the software behind that assistance, while requiring an attentive driver who can take control.SetupDocsCommunityMaturityVerdict insideAutomation★ 125 · JavaScriptPolymarket-Telegram-BotPolymarket-Telegram-Bot is a public page for a hosted Telegram trading bot that advertises whale alerts, one-tap bets, copy trading, and a built-in Polymarket wallet. The repository does not contain that bot: it contains the README, an MIT license, and a short JavaScript WebSocket feed example.SetupDocsCommunityMaturityVerdict insideAutomation★ 22k · TypeScriptgenerator-jhipsterJHipster is a development platform for generating web applications and microservice architectures. Its website lists Angular, React and Vue clients and Spring Boot among its backend options. This review focuses on generator-jhipster and whether its generated application conventions suit a Java team's needs.SetupDocsCommunityMaturityVerdict insideAutomation★ 9.1k ▲3/7d · GopipelineTekton Pipelines provides Kubernetes resources for declaring CI/CD pipelines built from containers. It suits teams that want pipeline execution inside their Kubernetes platform and can operate the installation themselves.SetupDocsCommunityMaturityVerdict insideAutomation★ 4.2k ▲39/7d · RustdonutbrowserDonut Browser manages separate browsing profiles. Its README describes per-profile cookies, extensions, fingerprints and network settings, with local storage and optional sync. Browser automation and remote MCP come with the paid plans.SetupDocsCommunityMaturityVerdict insideAutomation★ 45k ▲16/7d · JavaScriptEasySpiderEasySpider is a Chinese-first visual web scraper with a bilingual README, English source instructions, and an English tutorial playlist. You select information and browser actions on a page, save the workflow, and run it again without writing the whole scraper yourself.SetupDocsCommunityMaturityVerdict insideAutomation★ 110 · JavaScriptiready-tooliReady Tool is a browser extension, userscript, and bookmarklet that tries to skip i-Ready lessons, alter recorded minutes, answer questions, and bypass diagnostics. Its stated use directly interferes with an educational platform's assessments and activity records.SetupDocsCommunityMaturityVerdict insideAutomation★ 38k ▲1.4k/7d · ZigbrowserLightpanda is a headless browser built for web automation, HTML extraction, and agents without carrying a desktop rendering engine. It accepts CDP and WebDriver BiDi clients, can expose native MCP tools over JSON-RPC 2.0, and can turn an agent session into a replayable JavaScript file.SetupDocsCommunityMaturityVerdict insideAutomation★ 30k ▲38/7d · PythonGitHub520GitHub520 publishes a frequently updated hosts file that maps GitHub domains to selected IP addresses. Its documentation is written in Chinese, with no English README, and it is aimed mainly at people whose GitHub pages or images load slowly or fail to load.SetupDocsCommunityMaturityVerdict insideAutomation★ 35k ▲251/7d · Batchfilezapret-discord-youtubeZapret Discord YouTube is a Russian-language Windows bundle for working around provider-level blocking of Discord, YouTube, and other configured services. The main documentation is in Russian and no English guide is included; it packages Batch scripts, traffic-routing strategies, WinDivert, and binaries from the upstream zapret projects.SetupDocsCommunityMaturityVerdict insideAutomation★ 985 ▲12/7d · PythonCybermesCybermes is an English-language offensive-security framework for authorized reconnaissance, vulnerability checking, evidence collection, and report generation. It combines a Go MCP server, Python orchestration, outside security tools, and more than 200 playbooks so an AI client or terminal workflow can carry an assessment from scope checks to written findings.SetupDocsCommunityMaturityVerdict insideAutomation★ 1.1k ▲43/7d · Pythonoutlook-auto-registerOutlook Auto Register is a Chinese-first Python tool for creating and managing Microsoft Outlook accounts through HTTP requests instead of a browser. A full English README exists, and the project combines batch registration, captcha handling, recovery proofs, proxy rotation, token retrieval, and account checks in one web console and CLI.SetupDocsCommunityMaturityVerdict insideAutomation★ 23k ▲82/7d · TypeScriptrenovateRenovate finds dependency references in a repository, checks for newer releases, and opens pull requests with the version and lockfile changes. It covers more than 90 package managers and several source-control platforms, giving teams one policy engine for updates that would otherwise be checked by hand.SetupDocsCommunityMaturityVerdict insideAutomation★ 844 ▲41/7d · Pythonbacklink_skillsBacklink Skills is primarily documented in Simplified Chinese, with a full English README and shorter documentation in many other languages. It is a collection of Codex workflows for qualifying product directories, recording authorized submissions, and writing SEO content for websites, LinkedIn, Medium, and WeChat.SetupDocsCommunityMaturityVerdict insideAutomation★ 973 ▲8/7d · Pythonmacos-harnessmacOS Harness gives a coding agent direct Python access to screenshots, keyboard and pointer events, Accessibility data, Apple Events, browser control, files, and shell commands on a Mac. Instead of shipping a tool for every application, it exposes a small set of low-level primitives and lets the agent write missing automation during the task.SetupDocsCommunityMaturityVerdict insideAutomation★ 2.8k ▲35/7d · Pythonlanshu-create-ai-presenter-videoThe primary README is in Chinese, and English operational documentation is available in `SKILL.md` and its reference files. Lanshu Create AI Presenter Video is a Codex skill that organizes a topic or script, an authorized adult presenter image, voice generation, presenter animation, lip sync, captions, editing, rendering, and quality checks into one resumable job.SetupDocsCommunityMaturityVerdict insideAutomation★ 20k ▲23/7d · TypeScriptsunaKortix, in the repository still named Suna, is a system for running AI agents inside isolated cloud computers and reviewing their work through git-style change requests. It gives a company one place to version agent instructions, skills, memory, connectors, schedules, and the machine configuration behind automated work.SetupDocsCommunityMaturityVerdict insideAutomation★ 22k ▲5/7d · Rubyhomebrew-caskHomebrew Cask is the catalogue that lets Homebrew install and manage prebuilt applications, fonts, plugins, and other vendor packages. It replaces manual download-and-drag installation with repeatable `brew` commands, while each cask records where an artifact comes from and how Homebrew should install or remove it.SetupDocsCommunityMaturityVerdict insideAutomation★ 884 ▲5/7d · TypeScriptlink-cliLink CLI gives software agents one-time payment credentials from a user's Link wallet, so an agent can complete a purchase without storing the user's real card details. It supports ordinary checkout forms, Stripe-hosted payment pages, and sellers using machine payment protocols, with the user approving a spend request before credentials are issued.SetupDocsCommunityMaturityVerdict insideAutomation★ 322 ▲7/7d · TypeScriptagentcore-cliAgentCore CLI is a command-line tool and interactive terminal UI for Amazon Bedrock AgentCore. The current README describes managed harnesses configured in YAML and runtimes containing application code you own. Projects declare resources and deployment targets in files, with AWS CDK handling infrastructure deployment.SetupDocsCommunityMaturityVerdict insideAutomation★ 8.2k ▲1/7d · TypeScriptpi-autoresearchpi-autoresearch is an extension for the pi coding agent that changes code, runs a numeric measurement, keeps improvements, and reverts regressions. It stores the goal, measurement script, and experiment history in the project so the work can resume after a restart or context reset.SetupDocsCommunityMaturityVerdict insideAutomation★ 23k ▲35/7d · JavaScriptwhatsapp-web.jswhatsapp-web.js is a Node.js library that controls a linked WhatsApp account through WhatsApp Web in a managed browser. It lets developers send and receive messages, media, reactions, polls, and group actions without using Meta's official business API.SetupDocsCommunityMaturityVerdict insideAutomation★ 19k ▲157/7d · Pythonbrowser-harnessBrowser Harness lets a coding agent control a real Chrome session through the Chrome DevTools Protocol. It can use existing logins, click and type on interactive pages, and write reusable Python helpers when a site needs behavior the base tool does not provide.SetupDocsCommunityMaturityVerdict insideAutomation★ 96k ▲29/7d · TypeScriptpuppeteerPuppeteer is a TypeScript and JavaScript library for controlling Chrome or Firefox from Node.js. It turns navigation, form input, screenshots, PDF creation, and page inspection into code through the DevTools Protocol or WebDriver BiDi.SetupDocsCommunityMaturityVerdict insideAutomation★ 18k ▲71/7d · GocliLark CLI is the official command-line interface for operating Lark and Feishu services such as Messenger, Docs, Base, Calendar, Mail, and Tasks. It gives people and AI agents structured commands for work that would otherwise require the web app or custom Open Platform code.SetupDocsCommunityMaturityVerdict insideAutomation★ 12k ▲126/7d · JavaScriptcamofox-browserCamofox Browser wraps the Firefox-based Camoufox anti-detection engine in a REST API and MCP server for AI agents. It returns compact accessibility snapshots with stable element references, manages isolated browser sessions, and supports clicks, typing, screenshots, downloads, cookies, proxies, and structured extraction without asking an agent to parse a full page.SetupDocsCommunityMaturityVerdict insideAutomation★ 4.4k ▲19/7d · Goactionlintactionlint is a static checker for GitHub Actions workflow YAML. It catches workflow syntax errors, invalid expressions, incorrect action inputs, dependency mistakes, unsafe script interpolation, and some embedded shell or Python problems before GitHub runs the workflow.SetupDocsCommunityMaturityVerdict insideAutomation★ 2.3k ▲13/7d · GokarpenterKarpenter is the provider-neutral core of a Kubernetes node autoscaler. It watches pods the scheduler cannot place, chooses machines that satisfy their resource and placement rules, asks a cloud-provider implementation to create those nodes, and removes capacity when it is no longer useful.SetupDocsCommunityMaturityVerdict insideAutomation★ 26k ▲22/7d · GopulumiPulumi is an infrastructure-as-code system that lets teams define cloud resources with TypeScript, JavaScript, Python, Go, .NET, Java, or YAML. Its CLI evaluates that program, compares the desired resources with stored stack state, and asks cloud providers to create, update, or delete infrastructure.SetupDocsCommunityMaturityVerdict insideAutomation★ 3.3k ▲28/7d · Rustwecom-cliwecom-cli is a command-line client for WeCom whose README and command guidance are primarily Chinese, with no English README linked. It lets people and AI agents work with messages, mail, documents, spreadsheets, tasks, calendars, meetings, cloud-drive files, and contacts from a terminal.SetupDocsCommunityMaturityVerdict insideAutomation★ 1.2k ▲399/7d · Pythongpt_nervergpt_nerver is a Chinese-language PyQt6 desktop application for bulk ChatGPT account maintenance, registration, and Plus subscription workflows. The repository has no English guide; its Chinese documentation explains how it coordinates accounts, email sources, proxies, virtual cards, redemption codes, and several maintainer-run services.SetupDocsCommunityMaturityVerdict insideAutomation★ 8.2k ▲24/7d · GohatchetHatchet is an orchestration system for background jobs, AI agents, and workflows that must recover after a process stops. Python, TypeScript, Go, and Ruby applications get queues, retries, schedules, rate limits, monitoring, and durable execution through a hosted service or a self-managed deployment.SetupDocsCommunityMaturityVerdict insideAutomation★ 1.2k ▲22/7d · GoongridOngrid is a self-hosted operations workspace where an AI agent can inspect metrics, logs, traces, topology, runbooks, and hosts from a web console or team chat. It aims to shorten incident diagnosis, then puts production-changing commands behind a human approval flow.SetupDocsCommunityMaturityVerdict insideAutomation★ 293 · TypeScriptnft-public-mintNFT Public Mint Sniper is a command-line tool that prepares and sends SeaDrop public-mint transactions on Ethereum, Base, and Robinhood Chain. It reads the price, fee recipient, wallet limit, and opening time from the contract so a user does not need an OpenSea login or API token.SetupDocsCommunityMaturityVerdict insideAutomation★ 30k ▲29/7d · TypeScriptsimSim is a workspace for building, deploying, and managing AI agents and workflows. Its README describes visual, conversational, and code-based building, with shared files, tables, knowledge, schedules, and run logs. Our recorded source-checkout run did not verify those application features or the published-image deployment.SetupDocsCommunityMaturityVerdict insideAutomation★ 533 · JavaScriptmcp-serverSV Number MCP Server lets an AI agent rent a temporary phone number, wait for its SMS verification code, and close or cancel the order. It exposes nine tools to MCP clients such as Claude Code, Codex, Cursor, and Claude Desktop, while the actual number inventory comes from a paid hosted service.SetupDocsCommunityMaturityVerdict insideAutomation★ 11k ▲195/7d · Pythonclaude-adsClaude Ads is a Claude Code skill and Python toolkit for auditing, planning, monitoring, and reporting paid advertising across 12 platforms. It turns authorized exports or account reads into evidence-backed findings and drafts changes behind approval, rollback, and verification gates.SetupDocsCommunityMaturityVerdict insideAutomation★ 1.2k ▲9/7d · TypeScripteve-software-factory-templateThe Eve Software Factory Template deploys Foreman, a four-stage coding-agent workflow that takes work from GitHub or Linear and ends with a reviewed draft pull request. It separates classification, planning, implementation, and review into different agents while reserving approval and merge decisions for people.SetupDocsCommunityMaturityVerdict inside