Before generation
Use this before interviews, vivas, conferences, or spoken demonstrations when prompts need consistent coverage without becoming a rigid script.
EDUCATION DECISION WORKBENCH
Create comparable core prompts, evidence probes, transfer prompts, and timing for oral assessment.
Review output
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Transparent method
Two minutes are reserved for opening and closure. Remaining whole minutes are divided across objectives. Every objective receives the same three prompt functions. Comparable wording supports consistency; follow-up questions still require training. Record criterion evidence rather than confidence, accent, fluency unrelated to the construct, or general impression.
Finalize objectives, scoring evidence, prompts, and access arrangements.
Use core prompts consistently and record criterion evidence.
Moderate notes and scoring before communicating a result.
How to interpret the result
Use this before interviews, vivas, conferences, or spoken demonstrations when prompts need consistent coverage without becoming a rigid script.
A 12-minute climate check uses three objectives. Each receives a core explanation, an evidence probe, a transfer prompt, and about three minutes after opening and closure.
Two minutes are reserved for opening and closure. Remaining whole minutes are divided across objectives. Every objective receives the same three prompt functions.
Comparable wording supports consistency; follow-up questions still require training. Record criterion evidence rather than confidence, accent, fluency unrelated to the construct, or general impression.
Avoid leading probes, inconsistent hints, excessive language load, scoring charisma, or changing the construct when providing access supports.
Learning boundary
Use an approved rubric, trained assessors, and authorized accommodations. Do not use this draft alone for a consequential decision.
Review checklist
Practical questions
Core prompts should be comparable; clarification can vary within documented fairness rules.
Only when the assessment design and authorized supports preserve the intended construct.
No. It creates prompts and evidence reminders.
YOUR NIRMION