What it does
Task Prioritizer takes an unordered dump of tasks — from a Notion export, a brain dump, or a Jira backlog — and applies a chosen framework to rank them. ICE scoring evaluates Impact, Confidence, and Ease; RICE adds Reach for product teams; Eisenhower Matrix classifies by urgency and importance; MoSCoW labels tasks as Must/Should/Could/Won't. The output is a ranked list with scores and a one-line rationale for each rank so you understand why, not just what order to do things.
Beyond ranking, Task Prioritizer identifies patterns: if you have 15 "urgent" tasks, it flags that urgency is being overused and applies tighter criteria. It also surfaces dependencies — if task B requires task A, it moves task A up the list regardless of its individual score. You can challenge any ranking in natural language ("I think task 7 is more important because…") and it will re-evaluate.
How to install
npx skills add user/task-prioritizerHow to use
Prioritize these tasks using ICE scoring: - Fix login bug reported by 3 customers - Write API documentation - Add dark mode toggle - Migrate database to PostgreSQL - Update npm dependencies
Task | Impact | Confidence | Ease | ICE | Order Fix login bug | 9 | 9 | 7 | 567 | #1 Migrate to PostgreSQL | 8 | 6 | 3 | 144 | #2 Update npm dependencies | 4 | 9 | 8 | 288 | #3 Write API documentation | 6 | 8 | 6 | 288 | #4 Add dark mode toggle | 5 | 7 | 5 | 175 | #5
Configuration
# Switch to Eisenhower Matrix Use the Eisenhower Matrix to classify these tasks # Find delegation opportunities Which of these tasks can I delegate to a junior developer? # Cut scope What should I cut entirely if I need to ship by Friday?
Tip: Run Task Prioritizer at the start of each sprint to ensure the team is always working on highest-leverage items. Paste in your full backlog — it handles up to 50 tasks at once.
Related skills
Use Project Planner to turn your prioritized list into a full execution plan with milestones and estimates. Use Standup Writer to communicate your priorities to the team each morning.