Telegram Bot API の long-polling を cloud routine 上で常駐させ、認可済みチャットからのメッセージに秘書エージェント(SecretaryRole)が即応する対話チャネル。Webhook 不可な cloud routine 環境制約を long-polling + /goal deadline 駆動ループで回避する。
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Telegram Bot API の long-polling を cloud routine 上で常駐させ、認可済みチャットからのメッセージに秘書エージェント(SecretaryRole)が即応する対話チャネル。Webhook 不可な cloud routine 環境制約を long-polling + /goal deadline 駆動ループで回避する。
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Analyze Modbus industrial network traffic to identify unauthorized commands, write operations, and unusual polling intervals. Compare activity with normal traffic patterns and allowed operations, then report anomalies by type and severity.
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Build normal traffic profiles for industrial control networks and identify unusual connections, polling intervals, and protocol operations. Use machine learning and process records to investigate deviations and produce anomaly reports with severity levels.
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Implement polling, or repeated data checks, that slows down after failures and returns to its normal interval after success. The TypeScript pattern also pauses hidden tabs, staggers overdue refreshes, and manages multiple update tasks independently.
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Use when building, debugging, or documenting Telegram bot polling flows that need safe agent routing, state tracking, and final-only replies without webhooks.
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Manage background agents without repeatedly checking whether they have finished. The skill directs the main agent to continue other work, rely on completion notifications, and inspect status files when results are needed or the user asks for an update.
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Connects AI agents to remote Windows desktop applications on Amazon WorkSpaces Applications (AppStream 2.0) through the managed Agent Access MCP server, and guides reliable desktop automation. Covers connecting an agent to the MCP endpoint (SigV4, streaming URL, and Active Directory SAML/Domain Join), BLOCKING vs POLLING connect modes, the computer-use tools (screenshot, click, type, key, scroll), screenshot-budget and action-batching discipline, MCP tool forwarding (forwarded___ tools), session lifecycle and expire-on-delete, and troubleshooting connection errors. Use when building or debugging an agent that drives a remote Windows desktop or GUI application via WorkSpaces Applications / AppStream — including "dcv session not ready", "client_disconnected", 400 signing-region, POLLING/connection_status, SAML assertion, or forwarded tool questions. Not for Amazon WorkSpaces Personal/Core virtual desktops or general AppStream fleet administration unrelated to agent access.
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No Polling for Background Agents
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Use when operating, debugging, deploying, or monitoring a Telegram bot or Telegram-to-agent gateway. Triggers on "telegram bot down", "bot not responding", "debug bot", "check webhook", "polling vs webhook", "restart bot", "deploy bot", "bot logs", "agent gateway", "Telegram Bot API error", "send test message", "бот не отвечает", "проверь бота", "логи бота", "перезапусти бота". Covers health checks, logs, webhook/polling diagnostics, environment validation, safe restart/deploy checklists, Bot API smoke tests, forum topic delivery, privacy mode, gateway routing, and incident notes.
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Symfony UX LiveComponent for reactive server-rendered UI -- components that re-render via AJAX on user interaction, zero JavaScript required. Use when building live search, real-time filtering, dynamic forms, inline validation, dependent selects, auto-save, polling, deferred/lazy rendering, or any UI that updates itself based on user input. Code triggers: AsLiveComponent, LiveProp, LiveAction, data-model, data-loading, data-live-action-url, ComponentWithFormTrait, LiveListener, emit, defer, lazy, polling. Also trigger when the user asks "how to build a search that filters as I type", "how to validate a form in real-time", "how to make a reactive component in PHP", "how to build dependent selects", "how to defer component rendering", "how to communicate between components via emit", "how to bind a form to a LiveComponent". Do NOT trigger for static reusable UI without reactivity (use twig-component), pure client-side JS behavior (use stimulus), or page-level navigation (use turbo).
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ディスパッチャーのコンテキストを圧迫したまま session を続けるのを避けるため、 monitoring 状態(active workers / 直近 polling cursor / pending escalations)を handover ファイルに書き出し、secretary の指示で /clear → /dispatcher-resume の 流れで新しいディスパッチャー session を開始する準備をする。 Secretary から DISPATCHER_HANDOVER peer message を受領したとき、または ディスパッチャー自身が context が長くなったと判断したときに使う。 context-handover watcher が `/dispatcher-handover auto op=<OP>` を打鍵したときも使う。
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Create and edit images or generate short videos with xAI Grok. The skill explains how to write prompts, combine source images, assign reference images to video roles, and check generation progress before downloading results.
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Integrate FLUX image generation and editing into applications through the BFL API. The guide covers authentication, checking asynchronous results, completion notifications through webhooks, request limits, error handling, regional endpoints, and downloading generated images before their URLs expire.
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Monitor a GitHub pull request for review feedback, automated check failures, and merge readiness. Diagnose failures, fix problems caused by the branch, and retry likely temporary failures while continuing to watch for updates.
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Generate images and videos through Atlas Cloud by checking each model’s input requirements before submission. Guides the agent through sending a request, checking progress within a time limit, and downloading and validating the resulting media.
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Connect a personal WeChat account to a NanoClaw agent using Tencent's official iLink Bot API. The skill covers adapter installation, QR login, and linking incoming conversations to an agent group so it can reply.
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Build Telegram bots, Mini Apps that run inside Telegram, and custom clients using implementation examples. The guide covers message handling, interactive buttons, payments, authentication, storage, and receiving updates through webhooks or long polling.
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Investigate crashes, out-of-memory errors, and device initialization failures on GKE TPU v6e nodes. The skill checks logs and custom metrics collection for conflicting operations, then guides temporary mitigation by disabling an identified collector.
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Build live backends that store data, broadcast changes, and run handlers automatically. Covers subscription authorization, connection events, and atomic updates, which apply changes safely when multiple writers act at once.
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Wait for the next Convex development error, production error, or feature request, then respond with investigation, a fix, or implementation. The skill combines local logs and deployment events, using polling when blocking tools are unavailable.
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Guide CI work for Worktrunk, a Rust tool for managing Git worktrees. Adds project rules for running tests, checking Codecov coverage, diagnosing failures, reviewing pull requests, and maintaining toolchain and CI versions.
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Build TypeScript data services that separate API calls from display components. Add caching and a circuit breaker, which pauses calls after repeated failures, while keeping user-triggered requests able to report errors directly.
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Manage terminal work across panes: open jobs, run commands, read output, and wait for completion. Report agent status, exchange messages, and request human decisions through tuios, a terminal window manager with a background service.
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Schedule recurring or one-time BB tasks using an agent for work that needs reasoning or a server-side script for fixed checks. Manage schedules, pause and resume tasks, run them manually, and inspect execution history.
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