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Found 36 Skills
Expert-level Apache Airflow orchestration, DAGs, operators, sensors, XComs, task dependencies, and scheduling
Create and orchestrate multi-agent clusters to complete complex tasks. Use this skill when users need to break down complex tasks into multiple specialized agents for parallel or serial execution. Applicable scenarios: (1) Complex projects requiring multi-role collaboration (planning, research, coding, writing, design, analysis, review) (2) Need to execute multiple independent sub-tasks in parallel to improve efficiency (3) Need professional division of labor to optimize cost and quality. Keywords: multi-agent, agent cluster, task orchestration, parallel execution, agent team.
Create Clawdbot cron jobs from natural language. Use when: users want to schedule recurring messages, reminders, or check-ins without using terminal commands. Examples: 'Create a daily reminder at 8am', 'Set up a weekly check-in on Mondays', 'Remind me to drink water every 2 hours'.
Async job processing patterns for background tasks, Celery workflows, task scheduling, retry strategies, and distributed task execution. Use when implementing background job processing, task queues, or scheduled task systems.
Python DAG workflow orchestration using Apache Airflow for data pipelines, ETL processes, and scheduled task automation
使用 openclaw cron CLI 管理定时任务。当用户需要周期提醒、定时任务、后台检查、定时执行 agent 任务时触发。关键词：定时、每天/每周/每小时/每分钟/每秒、提醒、schedule、remind、every、cron、定时任务、稍后执行、延迟执行、预定、计划、闹钟、倒计时、X分钟后、X秒后、几点几分。
Create an OpenClaw cron job that sends a message to the specified channel after execution. Use this skill when the user mentions phrases like "create scheduled task", "new cron", "set scheduled execution", "run periodically", "scheduled task", "every", "every minute", "every hour", "every week", "every month", or "every X hours between A and B". Collect the task name, task description, and execution time (supports four modes: fixed time, interval loop, periodic time, and scheduled range) through conversation, automatically obtain the session key (no user cooperation required), then construct and execute the openclaw cron add command.
Trigger: Invoked when multiple tasks are competing for time, attention, computing power or budget at the same time, and it is necessary to determine the main attack direction and stop dispersing efforts; common signals include too many priorities, tight resources, scattered progress, and the need to decide what to do first. English: Trigger when limited resources are being split across too many tasks and one main target must be chosen. Use this skill to concentrate effort, sequence work decisively, and finish a meaningful breakthrough before expanding.
Symptom-based background task troubleshooting - decision trees for 'task never runs', 'task terminates early', 'works in dev not prod', 'handler not called', with time-cost analysis for each diagnosis path
自主调度技能 — 管理周期任务、去重、触发窗口与执行状态。
Schedule and manage cron jobs. Use when: user needs to create, list, remove, or test scheduled tasks.
Use this for designing complex workflows, scheduled jobs, and task orchestration (Airflow, Prefect, Temporal, Cron, Celery).