This prompt is built for Stage 1: Diagnose Audience Signal and focuses on diagnostic-grade decisions instead of generic brainstorming. It is tuned for thread, audience, conversion outcomes and returns structured outputs with explicit sequencing, constraints, and measurable checkpoints aligned to Use Thread To Newsletter Edition Converter to drive execution.. Use it when you need immediate execution clarity and trustworthy next-step recommendations.
Use when you are running thread repurposing workflow and need a high-confidence diagnostic output for stage 1: diagnose audience signal with practical detail across thread and audience.
| Variable | Description |
|---|---|
{{original_thread}} | Thread source content |
{{viewer_profile}} | Target viewer segment |
{{video_objective}} | Main video outcome |
{{channel_tone}} | Preferred narrative style |
Variable Inputs
Enter values, then click Apply Values.
Thread source content
Target viewer segment
Main video outcome
Preferred narrative style
All variables have values and are ready to apply.
Prompt Preview
Original template 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 this week for Thread To YouTube Essay Architect Framework. Primary domain signals: thread, audience, conversion. Inputs: - original thread: {{original_thread}} - viewer profile: {{viewer_profile}} - video objective: {{video_objective}} - channel tone: {{channel_tone}} Steps: 1) Parse the context and identify the highest-leverage decision point. 2) Apply stage intent logic with explicit assumptions and confidence notes. 3) Preserve the original intent of Thread To YouTube Essay Architect Framework while increasing specificity and operational value. 4) Ground recommendations in the domain signals listed above. 5) Produce outputs in the exact section order requested below. 6) Prioritize recommendations by impact and implementation effort. Deliver: 1) Audit current thread performance from {{original_thread}} against {{viewer_profile}}. 2) Return a scored gap table with evidence notes. 3) Prioritize top 3 corrective actions linked to {{video_objective}}. 4) Define thresholds, owner, and review cadence. 5) Include rollback criteria for each high-risk recommendation. Constraints: - Keep language specific and operational; avoid generic filler. - Do not invent metrics; mark assumptions explicitly. - Keep one decision focus per section. - Include at least one risk guardrail and one fallback action. Output Format: - Audit Snapshot - Gap Table - Corrective Actions - KPI Thresholds - Rollback Rules Self-check before final answer: - Every recommendation maps to at least one provided input variable. - At least one KPI checkpoint has target and review window. - No section includes repeated boilerplate wording. <!-- ThreadTrak Prompt Library · prompt: a146fb20-2892-4404-bead-407a5b211200 · do not redistribute -->
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Stage 1: Diagnose Audience Signal Audit Snapshot