docs: bootstrap tutor planning

openspec/changes/bootstrap-job-tutor-platform/specs/job-seeker-tutor/spec.md

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+# job-seeker-tutor Specification
+
+## ADDED Requirements
+
+### Requirement: Job seeker interview preparation is the first product target
+
+The system SHALL prioritize software job seekers as the first product audience
+while preserving an architecture that can later support general students.
+
+#### Scenario: diagnostic session creates an initial study map
+
+- **GIVEN** a user chooses a target software role and technology stack
+- **WHEN** the user starts a diagnostic interview
+- **THEN** the system asks role-relevant technical questions
+- **AND** grades the user's answers against explicit rubrics
+- **AND** creates an initial concept weakness map.
+
+#### Scenario: practice session adapts to weak answers
+
+- **GIVEN** a user answers an interview question weakly or incorrectly
+- **WHEN** the tutoring workflow evaluates the answer
+- **THEN** the system asks a targeted follow-up question or gives a corrective
+  explanation
+- **AND** records the evidence used for that decision.
+
+### Requirement: Review plans are based on learner evidence
+
+The system SHALL generate review plans from graded answers, concept mastery, and
+misconception evidence rather than generic topic lists.
+
+#### Scenario: session produces next actions
+
+- **GIVEN** a completed tutoring session
+- **WHEN** the review-plan workflow runs
+- **THEN** the user receives prioritized concepts, practice questions, and
+  review timing
+- **AND** each recommendation links back to learning evidence.