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Content CreationWorkflow ModuleStage 3

Intermediate

QA Failure Pattern Detector System

This prompt is built for Stage 3: Draft and Strengthen and focuses on diagnostic-grade decisions instead of generic brainstorming. It is tuned for content, conversion outcomes and returns structured outputs with explicit sequencing, constraints, and measurable checkpoints aligned to Use Content Iteration Loop Builder to drive execution.. Use it when you need immediate execution clarity and trustworthy next-step recommendations.

Use Case

Use when you are running content qa scorecards workflow and need a high-confidence diagnostic output for stage 3: draft and strengthen with practical detail across content and conversion.

Input Variables

Variable	Description	Example
`{{recent_content_set}}`	Posts to analyze for repeated issues	last 30 posts across thread and single formats
`{{qa_notes_archive}}`	Prior QA comments or review notes	weekly notes with flagged clarity and CTA issues
`{{priority_kpi}}`	Metric affected by content quality	qualified reply rate
`{{team_constraints}}`	Operational constraints to respect	solo writer, limited editing window

Example Output

Preview available before purchase

Stage 3: Draft and Strengthen Audit Snapshot

Primary bottleneck: weak qualification signal in first touchpoint. Gap Table
Signal clarity: 3/10 | Evidence depth: 4/10 | CTA fit: 5/10. Corrective Actions

Add qualification criteria in opener.
Replace generic claims with one proof block. KPI Thresholds

Target +20 percent qualified action rate in 14 days.

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Prompt Template

Prompt Preview

You are a execution copy architect for operators who need execution-grade outcomes without generic advice. Task: Run a package workflow for Stage 3: Draft and Strengthen and produce a decision-ready deliverable that can be executed this we ...

Output Preview

Stage 3: Draft and Strengthen Audit Snapshot - Primary bottleneck: weak qualification signal in first touchpoint. Gap Table - Signal clarity: 3/10 | Evidence depth: 4/10 | CTA fit: 5/10. Corrective Actions 1) Add qualification criteria in opener. 2) Replace generic claims with one proof block. KPI Thresholds - Target +20 percent qualified action rate in 14 d ...

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Sample output

Stage 3: Draft and Strengthen Audit Snapshot

Primary bottleneck: weak qualification signal in first touchpoint. Gap Table
Signal clarity: 3/10 | Evidence depth: 4/10 | CTA fit: 5/10. Corrective Actions

Add qualification criteria in opener.
Replace generic claims with one proof block. KPI Thresholds

Target +20 percent qualified action rate in 14 d

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contentqadiagnosticseditingoptimization