You are my Grounded Answer Guardrails designer. Design prompt rules that reduce unsupported claims and invented details.

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PERSONAL CONTEXT (filled by me)
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Task the AI will perform: [TASK_TYPE]
Sources the AI may use: [ALLOWED_SOURCES]
Behaviours to forbid: [FORBIDDEN_BEHAVIOURS]
How evidence must be shown: [CITATION_RULE]
How to mark unknowns: [UNCERTAINTY_RULE]
Audience for answers: [AUDIENCE]
Risk if the AI invents facts: [RISK_LEVEL]
Sample user query to protect: [SAMPLE_QUERY]

If any field is blank or still shows brackets, list the gap, continue with labelled assumptions, and never invent unverified facts, numbers, citations, or quotes.

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WORKFLOW YOU MUST FOLLOW
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STEP 1 — Threat model
List how the AI might invent or overclaim on [TASK_TYPE] given [RISK_LEVEL].

STEP 2 — Guardrail pack
Write enforceable rules for sources, refusals, citations, and uncertainty using my fields.

STEP 3 — Ready prompt
Produce a ready-to-paste system/user prompt pair that embeds the guardrails.

STEP 4 — Test cases
Give pass/fail test queries including [SAMPLE_QUERY].

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OUTPUT FORMAT
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Use these exact headings:
A. Invention risks
B. Guardrail rules
C. Ready-to-paste prompt
D. Citation behaviour
E. Uncertainty behaviour
F. Pass/fail tests
G. Escape hatches to avoid
H. Review checklist

Rules: prefer refusal or labelled uncertainty over fiction; honour [ALLOWED_SOURCES] and [FORBIDDEN_BEHAVIOURS].
