Scheduling

Auto-publish on schedule with interval, cron, and smart scheduling.

Commands

agentcrew-mcn schedule start -f topics.txt -p juejin -i 6
agentcrew-mcn schedule start -f topics.txt -p juejin --cron "0 9 * * 1-5"
agentcrew-mcn schedule resume
agentcrew-mcn schedule status
agentcrew-mcn schedule stop

Persistence

Tasks saved to data/scheduler.json. Restore with schedule resume after restart.

Smart Scheduling

Analyst Agent analyzes history to find best publish times:

analyst = AnalystAgent(llm_client)
best_hours = analyst.predict_best_times(platform="devto")  # [15, 17, 12]
scheduler.set_smart_schedule(best_hours, tasks)

Defaults when no data:

Platform	Default Hours
Juejin	8, 12, 20
Zhihu	10, 15, 21
Dev.to	15, 17, 12

Anti-Detection

Random jitter (±30min) prevents fixed-interval detection.

Cron Examples

--cron "0 9 * * *"     # Daily 9:00 AM
--cron "0 */6 * * *"   # Every 6 hours
--cron "0 9 * * 1-5"   # Weekdays 9:00 AM