AP-6: Personalization at Scale

Count the words in this email body: {{email_body}}

Return: {"word_count": N, "within_limit": true/false, "limit": 90}

Review this email against these constraints:
Email: {{email_body}}

Check each constraint:
1. No banned phrases: "hope this finds you well", "quick question", "just checking in", "I wanted to reach out", "touch base"
2. First person singular only (no "we" unless referring to the company product in a specific sentence)
3. Single CTA only (one ask, not multiple)
4. No exclamation marks
5. No bullet points

Return: {"passes": true/false, "violations": ["list of any violations found"]}

Evaluate the personalization depth of this email:
Email: {{email_body}}

Context provided to generate it:
- Signal used: {{signal_description}}
- Role challenge: {{primary_challenge}}
- Individual hook: {{individual_observation}}

Assess:
1. Does the email reference a specific signal? (yes/no — if yes, quote the specific reference)
2. Is the reference specific or generic? (specific = references the actual signal; generic = "companies like yours")
3. Personalization level: 1/2/3/4 (using AP-1 spectrum)

Return as JSON.

Review this email for factual claims that may be inaccurate:
Email: {{email_body}}

Source data used:
- Company: {{company_name}}
- Signal: {{signal_description}}
- Contact title: {{job_title}}

Flag any claims in the email that:
- Cannot be verified from the provided source data
- Make specific numerical claims not present in source data
- Reference events, people, or facts not in the source data

Return: {"hallucinations_detected": true/false, "flagged_claims": ["list any flagged phrases"]}

Given these QA check results:
- word_count_pass: {{word_count_pass}}
- constraint_pass: {{constraint_pass}}
- personalization_level: {{personalization_level}}
- hallucinations_detected: {{hallucinations}}

Assign overall QA status:
- approved: all checks pass, personalization level 3+
- approved_with_notes: passes compliance, but personalization level 1-2 (note to reviewer)
- needs_revision: any constraint violation OR hallucination detected
- reject: multiple failures or hallucination + wrong personalization

Return ONLY: approved, approved_with_notes, needs_revision, or reject

This email failed QA for the following reasons: {{qa_violations}}

Original email: {{email_body}}

Rewrite the email to fix these specific issues while keeping the personalization signals:
- Signal used: {{signal_description}}
- Role challenge: {{primary_challenge}}

Apply the same constraints as the original prompt.

Return ONLY the revised email body.