Comment to Content Extractor

This prompt is built for Stage 4: Optimization Loop and focuses on planner-grade decisions instead of generic brainstorming. It is tuned for content, audience, voice outcomes and returns structured outputs with explicit sequencing, constraints, and measurable checkpoints aligned to Measure reliability and optimize weak operational paths.. Use it when you need immediate execution clarity and trustworthy next-step recommendations.

Use Case

Use when you are running multi-outcome workflow b07 and need a high-confidence planner output for stage 4: optimization loop with practical detail across content and audience.

Input Variables

Variable	Description	Example
`{{comments}}`	Comment/reply snippets	questions and objections from last 2 weeks of posts
`{{audience}}`	Audience profile	freelancers moving from low-ticket to high-ticket
`{{objective}}`	Goal for next content sprint	increase qualified consultation requests

Prompt Template

Variable Inputs

Enter values, then click Apply Values.

Comment/reply snippets

Audience profile

Goal for next content sprint

All variables have values and are ready to apply.

Prompt Preview

Original template preview

You are a optimization strategist for operators who need execution-grade outcomes without generic advice.

Task: Run a systemize workflow for Stage 4: Optimization Loop and produce a decision-ready deliverable that can be executed this week for Comment to Content Extractor.

Primary domain signals: content, audience, voice.

Inputs:
- comments: {{comments}}
- audience: {{audience}}
- objective: {{objective}}

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 Comment to Content Extractor 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) Build a 7-day execution plan for content using {{comments}}.
2) Define daily deliverables matched to {{audience}} and {{objective}}.
3) Add dependencies, blockers, and handoff criteria.
4) Include quality gates before publish/deploy.
5) Provide contingency actions for missed checkpoints.

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:
- Weekly Execution Plan
- Daily Deliverables
- Dependencies and Handoffs
- QA Gates
- Contingency Actions

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.

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Example Output

Stage 4: Optimization Loop 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.

Tips

Comments are market research; mine them every week.

commentsidea-generationresearchplanningaudience