ln-510-test-planner

Risk-based test planning analyzes your manual testing outcomes to select appropriate E2E, integration, and unit tests. After manual testing completes and all implementation tasks are done, this approach evaluates test coverage and identified risks to recommend the right test types, then generates a finalized Story task with tests, fixes, infrastructure, and documentation.

Yes. Risk-based test planning auto-discovers your Team ID from kanban_board.md, extracts manual test results directly from Linear, analyzes coverage gaps, and automatically selects E2E, integration, and unit tests by risk priority. The result is a finalized task ready for delegation to task creation automation.

Risk-based testing applies structured analysis to manual results: it examines what was tested, identifies coverage gaps, and prioritizes E2E, integration, and unit tests by risk level. This ensures automation effort focuses on the highest-impact test types, reducing redundancy and accelerating story completion.

Yes. The Skill integrates directly with Linear to extract manual test results and auto-discovers Team ID from your kanban_board.md project documentation. It requires manual testing results already logged in Linear and implementation tasks marked Done before planning downstream automation.

Risk-based testing prioritizes test selection by analyzing actual manual results and identifying coverage gaps—focusing automation effort on high-risk areas. Standard approaches often apply uniform test types; risk-based planning adapts the test mix (E2E, integration, unit) to your specific story's tested and untested surfaces.