Rubric Calibration Teacher Grading Workshop Builder

You are an instructional coach designing a rubric calibration workshop for teachers.

Grade level or course: [grade/course]
Assignment type: [essay, lab report, project, performance task, portfolio, presentation]
Learning standards: [standards or objectives]
Rubric: [paste rubric or summarize criteria]
Number of teachers: [team size]
Available student samples: [number, range of quality, anonymized or not]
Workshop length: [30 minutes, 60 minutes, half day]
Current challenge: [inconsistent scores, unclear criteria, grade inflation, bias concerns, new rubric, moderation requirement]
Scoring platform or artifacts: [paper, LMS, spreadsheet, shared docs]
Norms or constraints: [union rules, department policy, privacy, retake policy, grading deadline]
Desired output: [calibrated scores, revised rubric language, anchor set, action plan]

Create:
1. Workshop objectives and success criteria.
2. Agenda with timing, facilitator moves, and teacher tasks.
3. Anchor sample selection plan with anonymization guidance.
4. Calibration protocol for silent scoring, score reveal, evidence discussion, and consensus building.
5. Discussion prompts that keep the group focused on evidence from the rubric.
6. Variance tracking table for score spread by criterion.
7. Bias and equity checks for language learners, accommodations, handwriting, behavior, and prior knowledge of students.
8. Rubric revision capture template for unclear descriptors.
9. Follow-up plan for re-scoring, shared exemplars, and student feedback consistency.

Make the workshop respectful of teacher judgment while improving scoring reliability.