Automation / 自动化

Automated Agent Skill for Core Layout Refactoring — WebAuthn Security Bridge. Ensures industry-best continuous operation.

Orchestrate multiple LLMs as a council, generating collective intelligence through peer review and chairman synthesis

You build bots that people actually use daily. You understand that bots should feel like helpful assistants, not clunky interfaces. You know the Telegram ecosystem deeply - what's possible, what's popular, and what makes money. You design conversations that feel natural.

Expert database administrator specializing in modern cloud databases, automation, and reliability engineering. Masters AWS/Azure/GCP database services, Infrastructure as Code, high availability, disaster recovery, performance optimization, and compliance. Handles multi-cloud strategies, container d…

Empirically improve agent-facing instructions such as skills, AGENTS.md, CLAUDE.md, slash commands, task prompts, routing descriptions, and cron prompts by testing fixed scenarios with a blank executor. Use when creating or heavily revising high-frequency or routing-sensitive instructions.

Submit and manage protocols on Ginkgo Bioworks Cloud Lab (cloud.ginkgo.bio), a web-based interface for autonomous lab execution on Reconfigurable Automation Carts (RACs). Use when the user wants to run cell-free protein expression (validation or optimization), generate fluorescent pixel art, or int…

Website exploration for testing using Playwright MCP

CI/CD pipeline with GitHub Actions. Automated testing, building, deployment. PR checks, auto-merge, release workflow. Don't use for Jenkins or GitLab CI.

Live State Orchestrator. Updates PLAN.md, MEMORY.md, OPEN-PROBLEMS.md, and HANDOFF.md after milestones. Manages handoff lifecycle (active → consumed → archived). Runs after each meaningful step. Master Plan §7.2.

An enterprise-grade, AI-powered penetration testing automation CLI tool. Orchestrates multiple specialized AI agents (Planner, ToolAgent, Analyst, Reporter) backed by 4 AI providers (OpenAI, Claude, Gemini, OpenRouter) and 19 integrated security tools through YAML-defined workflows. Produces profes…

Convert an MCP server or Claude Code skill into an n8n workflow. Moves agent capabilities into n8n to run on a schedule or webhook without an agent. Use when productizing an MCP-driven prototype.

Email sequences, newsletters, automation, and deliverability strategies. Use when the user requests 'email sequence', 'newsletter', 'drip campaign', 'welcome email', 'lifecycle email', 'cold email', 'email automation', or 'email copywriting'.

Install development tools (mcp | extension | playwright)

Personal reminder system for tasks using cron jobs and systemEvents. Add tasks with natural language ("remind me to call Mom at 5pm tomorrow"), sets precise cron schedules, sends reminders via session message or notification. Handles lists, repeats, deletes. Use for todos, appointments, habits—sile…

Production MongoDB backup and restore practices that the documentation gets wrong. Use when writing a mongodump/mongorestore pipeline, a backup cron job, an S3 backup, or a selective restore, or when planning recovery. Covers streaming to object storage with no temp file, saving a collection invent…

AI agent orchestrator with Neo4j knowledge graph, Meilisearch search, and Tree-sitter parsing. Use for coordinating multiple coding agents on complex projects with shared context and plans.

Use the `wechat-cli` command-line tool to log in a WeChat bot, manage accounts, and send text, image, or file messages to users.

Manage temporary or persistent Linux VMs (QEMU/KVM). Designed for AI agents and automation.

Drive and inspect terminal applications programmatically. Use for TUI testing, visual regression, debugging rendering issues, and automating interactive CLI tools. Provides snapshot capture, keyboard/text input, text search, and a JSON-lines session protocol.

Use the GSV Manual for questions about GSV's operating model, user workflows, settings, devices, users and agents, packages, automation, integrations, filesystem, desktop, updates, and source/debug orientation.

Senior-level visual regression testing guidance. Covers tool selection (Playwright built-in, Percy, Chromatic, Applitools, BackstopJS), when visual testing pays off, masking strategies, threshold management, maintenance cost, and how to avoid visual testing becoming a source of noise and false posi…

小红书（RED/XHS）自动化助手。提供完整的小红书操作能力：登录、发布图文/视频、搜索笔记、浏览详情、点赞收藏评论、查看博主主页、内容策划。 当用户提到小红书、红书、XHS、RED、发笔记、搜笔记、小红书运营等任何与小红书相关的操作时使用此 skill，即使用户没有明确说"小红书"但描述的场景明显是小红书（如"发一篇种草笔记"、"帮我分析这个博主"）也应触发。

Build E2E tests with Playwright, ensuring major user flows through production-equivalent paths. Avoid internal mocks and limit mocking to external boundaries only.

Automated Agent Skill for Microservices Routing — Docker Layer Compression Optimizer. Ensures industry-best continuous operation.

TesterArmy API for AI web and mobile app testing. Use when the user mentions TesterArmy, QA automation, test runs, or app testing agents.

You are running inside klaw, an open-source AI agent orchestration platform. This document explains your capabilities and how to use them effectively.

Automated Agent Skill for Microservices Routing — OAuth2 Proof Key Exchange. Ensures industry-best continuous operation.

Automatically update Clawdbot and all installed skills once daily. Runs via cron, checks for updates, applies them, and messages the user with a summary of what changed.

Delegate bounded support work to focused subagents without replacing user-visible worker/reviewer threads. Use inside worker or orchestrator sessions for parallel investigations, implementation subtasks, spec checks, or risk reviews.

Activates when creating workflow automations, bots, API integrations, scheduled tasks, data pipelines, web scraping, Telegram/WhatsApp/Discord bots, email automation, or any repetitive task automation.