What problem does it solve? Cron job lists accumulate paused, erroring, overlapping, and overpriced tasks over time, silently wasting quota and losing results. This Skill audits the full cron task inventory and produces a structured diagnostic report with concrete, executable optimization actions. ## Core Features & Use Cases - Health Diagnosis Matrix: Flags paused tasks, error states, misconfigured no_agent/model combinations, deliver=local result loss, and over-frequent schedules with severity levels. - Overlap & Frequency Clustering: Groups tasks by functional keywords (paper pipeline, evolution, monitoring) and execution frequency to detect mergeable duplicates. - Cost Control: Tracks paid (DeepSeek) tasks and recommends downgrades or merges to keep paid tasks within a 4-6 budget. - Use Case: Run it against a 15-task cron list to get a JSON report plus 5 actionable suggestions (remove/update/merge), reducing the list to 10 tasks and paid tasks from 6 to 4. ## Quick Start Ask the agent to run a cron health diagnostic on all scheduled tasks and produce an optimization plan with executable update, remove, or create actions.
