The prompt

Referral-Based Application guides the model through a defined task while preserving the source prompt's useful structure and constraints. Use it when preparing for a job search, interview, or professional decision and you want a response that is easier to evaluate and act on.

text prompt
Cover letter when {{name}} referred me to {{roleAtCompany}}. Their relationship to me: {{describe}}. Their relationship to company: {{describe}}. Include: lead with referrer's name in first sentence, brief context of how I know them, why they thought of me for this role, my own qualifications, light tone (referral does heavy lifting). Don't over-explain.

Tune the prompt, not the plumbing.

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Customized prompt386 characters
Cover letter when a specific name referred me to a specific role at company. Their relationship to me: a specific describe. Their relationship to company: a specific describe. Include: lead with referrer's name in first sentence, brief context of how I know them, why they thought of me for this role, my own qualifications, light tone (referral does heavy lifting). Don't over-explain.

Useful structure, room to move.

Referral-Based Application guides the model through a defined task while preserving the source prompt's useful structure and constraints. Use it when preparing for a job search, interview, or professional decision and you want a response that is easier to evaluate and act on.

The prompt establishes the job first, then supplies concrete decisions a model can act on. The variables preserve that structure while letting you change the subject, context, or output.