AI Agent Hub
Back to skills
Task Prioritizer icon

Task Prioritizer

Life Service Updated 2026.08.30

Paste the following prompt into your AI chat to install this skill:

Please follow https://skillhub.cn/install/skillhub.md to install @user_70c2f807/task-prioritizer.

About this skill

What Problem It Solves

When a todo list contains mixed deadlines, unclear importance, and uncertain effort, deciding what to start with becomes a local decision bottleneck. This skill targets that narrow use case: converting a list of tasks into actionable priority recommendations, without executing the tasks for the user. It is closer to a ranking and trade-off tool, useful before starting the day, after new tasks are added, or when multiple deadlines conflict.

How It Works

  • Input requirements: It usually expects a task list, plus as much detail as possible such as deadline, estimated duration, importance, and dependencies. The more complete the input, the closer the ranking is to real execution constraints.
  • Classification and ranking: It uses the Eisenhower Matrix to separate urgent, important, and deferrable tasks, then combines deadlines, effort, and prerequisite dependencies to calculate a composite priority score, rather than simply ordering by urgency.
  • Recommendations: It returns a suggested execution order, marks critical tasks, flags time conflicts or schedule risks, and can re-rank when tasks are added or completed. When time is tight, it can also indicate which tasks may be deferred, delegated, or simplified.

Scope and Caveats

  • Good for: sorting multiple todos, deciding what to do first, detecting time conflicts, and reducing overload.
  • Not for: task execution, detailed calendar scheduling, project progress tracking, or actual time logging.
  • Note: If deadlines or durations are missing, ranking depends on user follow-up; sensitive task descriptions should be sanitized before sharing.

Use Cases

  • After the morning standup, rank customer tickets, internal reviews, and code fixes by due date, impact, and estimated effort.
  • When several requirement changes arrive, assess urgency, importance, and dependencies to avoid scheduling blocked work first.
  • With three hours left on Friday, order release notes, a retrospective, and doc updates into a feasible sequence and mark deferable items.
  • Sort pending approvals by deadline, business impact, and duration, then flag critical approvals and schedule risks.

Best For

  • Support lead who must decide daily which customer tickets and internal tasks to handle first.
  • Product manager running several small projects who needs to fit reviews, launches, and docs into limited half-days.
  • Operations owner managing parallel workstreams who must choose what to defer or delegate when deadlines collide.
  • Thesis writer scheduling writing, experiments, and revisions against weekly deadlines and task duration.