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Content CreationWorkflow ModuleStage 1

Intermediate

Content Iteration Loop Builder

This prompt is built for Stage 1: Diagnose Audience Signal and focuses on mapper-grade decisions instead of generic brainstorming. It is tuned for content outcomes and returns structured outputs with explicit sequencing, constraints, and measurable checkpoints aligned to Use Content QA Scorecard Starter Kit 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 mapper output for stage 1: diagnose audience signal with practical detail across content.

Input Variables

Variable	Description	Example
`{{recent_posts_summary}}`	Snapshot of recent content performance	12 posts, strong saves, weak qualified replies
`{{kpi_focus}}`	Primary metric to improve	qualified reply rate
`{{weekly_capacity}}`	Available time and output limit	6 hours, 3 posts

Example Output

Preview available before purchase

Stage 1: Diagnose Audience Signal Executive Summary

Primary diagnosis: one high-impact bottleneck identified with confidence score 8/10. Action Queue

Immediate fix (24h): scoped correction with owner assignment.
Optimization step (7d): controlled test with threshold gate.
Scale action (30d): rollout with governance and fallback plan. KPI Checkpoint

Baseline: current qualified action rate.
Target: +20 percent within 14 days.
Escalation: trigger rollback if threshold misses two consecutive checks.

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Prompt Template

Prompt Preview

You are a diagnostic strategy operator for operators who need execution-grade outcomes without generic advice. Task: Run a triage workflow for Stage 1: Diagnose Audience Signal and produce a decision-ready deliverable that can be executed ...

Output Preview

Stage 1: Diagnose Audience Signal Executive Summary - Primary diagnosis: one high-impact bottleneck identified with confidence score 8/10. Action Queue 1) Immediate fix (24h): scoped correction with owner assignment. 2) Optimization step (7d): controlled test with threshold gate. 3) Scale action (30d): rollout with governance and fallback plan. KPI Checkpoin ...

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Content Qa Scorecards Workflow

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Sample output

Stage 1: Diagnose Audience Signal Executive Summary

Primary diagnosis: one high-impact bottleneck identified with confidence score 8/10. Action Queue

Immediate fix (24h): scoped correction with owner assignment.
Optimization step (7d): controlled test with threshold gate.
Scale action (30d): rollout with governance and fallback plan. KPI Checkpoin

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