Use a skills matrix for sprint capacity planning
List the skills each work item needs, check who has them, and account for time off before assigning work.
Check skills as well as points
Imagine a sprint with 40 available points and 30 planned points. The work fits within the total capacity. But an eight-point data migration needs a skill held by only one teammate, and that teammate is away. Spare capacity in design or frontend development cannot automatically complete the migration.
List your team’s skills
| Example teammate | Frontend | Data | QA |
|---|---|---|---|
| Alex | Strong | Working | Not listed |
| Sam | Working | Not listed | Strong |
| Lee | Not listed | Expert | Not listed |
In this example, Data has two qualified holders, but only Lee has advanced proficiency. If Alex’s Data proficiency were beginner instead, Lee would be the sole qualified holder. Review the team’s actual readiness rather than treating labels as certifications.
Set up the planner
- Add the skills your upcoming work needs, with categories that help group related skills.
- Assign member proficiency: beginner, working, strong, or expert.
- Mark relevant primary skills and attach required skills to work items.
- Enter availability and review missing-skill, single-point-of-failure, PTO, and cross-training warnings.
Interpret warnings carefully
The planner counts working, strong, and expert as qualified coverage. A beginner is not yet counted as independent coverage. Required skills drive work-item coverage checks. The tool flags risk from your entries; it cannot verify a person’s capability or know whether someone can take over a task without help.
Keep skill labels specific enough to guide planning, but avoid dozens of distinctions that nobody maintains. Revisit the matrix after paired work or training, and let teammates confirm updates. Use it to support learning and delivery discussions, not to rank individual productivity.
Choose a response
Move dependent work, reduce scope, arrange qualified support, or schedule training before the risky sprint. Before relying on training, agree who will teach, when they can do it, and how you will check readiness.
See how to plan cross-training and how PTO changes coverage.