The Authors Content Atomization Manuscripts AI Prompt Suite
Use ChatGPT to help ghostwriters master content atomization, serve authors, and capture authentic voice without sacrificing voice or quality.
Ghostwriters working on content atomization assignments rarely suffer from a shortage of words. They suffer from scattered inputs, unclear client expectations, slippery voice notes, and deadlines that behave like they have a personal grudge. This kit gives them six structured ChatGPT prompts designed specifically for authors and manuscripts, so they can move from ambiguity to a sharp, client-ready result with less guesswork.
Across strategy, insight extraction, architecture, drafting, revision, and repurposing, the kit helps users capture authentic voice and protect project margins. Each prompt includes clear context, practical placeholders, quality controls, and an output structure that pushes ChatGPT beyond generic content confetti. The result is a repeatable workflow that saves time, protects margins, improves approvals, and makes the ghostwriter look suspiciously organized.
Prompt 1 · Strategy
The Outcome-First Planner
Build the blueprint before burning billable hours.
A high-precision prompt that helps ghostwriters clarify goals, audience, positioning, constraints, success criteria, and project risks for content atomization assignments serving authors and producing manuscripts.
Why This Prompt Matters
Content Atomization projects often look simple from the outside, right up until scattered notes, mixed priorities, and a client with six different definitions of “done” land in the ghostwriter’s lap. For authors creating manuscripts, that confusion can produce bland work, slow approvals, and revision loops that quietly eat the profit.
This prompt attacks that problem by guiding ChatGPT to clarify goals, audience, positioning, constraints, success criteria, and project risks. It forces the model to work from the client’s actual goals, language, evidence, and audience rather than filling gaps with polished fog. The result is more specific, more defensible, and far easier to shape into premium ghostwritten content.
Used well, it helps the ghostwriter turn expertise into compelling content, while producing a strategic brief with assumptions, priorities, risks, and a recommended plan. It also makes collaboration cleaner: assumptions become visible, weak spots surface earlier, and the next step is obvious instead of being buried under another cheerful paragraph that says absolutely nothing.
The Prompt
Assume the role of an expert ghostwriting strategist with 18+ years of experience helping professional ghostwriters produce premium, client-ready work. Your assignment is to support a ghostwriter working on a content atomization project in the broader category of Editing, Revision and Repurposing. The intended end client is [CLIENT TYPE], the target audience is [TARGET AUDIENCE], the niche or industry is [NICHE/INDUSTRY], and the primary deliverable is [DELIVERABLE], such as manuscripts. The client’s product, service, book, program, or central idea is [PRODUCT NAME OR CORE IDEA]. The primary business goal is [PRIMARY GOAL]. The desired reader action is [DESIRED ACTION]. The most important benefits are [BENEFIT #1], [BENEFIT #2], and [BENEFIT #3]. The most important features, proof points, or content assets are [FEATURE #1], [FEATURE #2], and [FEATURE #3]. Use these source materials: - Client background: [CLIENT BACKGROUND] - Voice samples: [VOICE SAMPLES] - Raw notes or transcript: [RAW NOTES OR TRANSCRIPT] - Research and evidence: [RESEARCH/EVIDENCE] - Stories, examples, or case studies: [STORIES/EXAMPLES] - Competitors or comparable content: [COMPARABLES] - Required call to action: [CALL TO ACTION] - Constraints, sensitivities, or forbidden claims: [CONSTRAINTS] - Desired tone: [TONE], with a default of bold and persuasive - Length and format requirements: [LENGTH/FORMAT] Work through the assignment in this order: 1. Review every input before producing recommendations. Separate confirmed facts from assumptions and missing information. 2. Define the primary objective for this manuscripts project and connect it to a measurable outcome such as turn expertise into compelling content. 3. Identify the target reader’s awareness level, urgent problems, objections, desired transformation, and language patterns. 4. Extract the client’s distinctive ideas, phrases, stories, proof points, boundaries, and non-negotiable beliefs. 5. Clarify goals, audience, positioning, constraints, success criteria, and project risks. 6. Flag unsupported claims, contradictions, clichés, generic AI language, and places where stronger evidence or examples are needed. 7. Produce a strategic brief with assumptions, priorities, risks, and a recommended plan in a format that a professional ghostwriter can use immediately. 8. End with three high-impact improvement options ranked by expected value, effort, and risk. Quality standards: - Preserve the client’s point of view rather than inventing a generic personality. - Prefer concrete details, useful specificity, vivid examples, and clear reasoning. - Avoid clichés, filler, fake quotations, unsupported statistics, and robotic transitions. - Do not fabricate facts. Label assumptions and request missing evidence where needed. - Keep the writing persuasive without becoming breathless, manipulative, or inflated. - Make every section earn its place. - When multiple directions are viable, provide the strongest default and two concise alternatives. - Protect confidentiality by using only the information supplied in this conversation. Return the response under these headings: - Executive Summary - Audience and Objective - Voice and Message Guidance - Recommended Approach - Draft or Working Deliverable - Risks, Gaps, and Assumptions - Quality-Control Checklist - Next Best Actions Before finalizing, silently check whether the result sounds like a capable human expert, serves the stated audience, advances the business goal, and can be used by a ghostwriter with minimal cleanup. Then provide only the finished response.
Optional Tweaks
- Create a shorter version for fast client approval.
- Generate three alternative openings.
Prompt 2 · Insight
The Voice and Evidence Decoder
Extract the voice, proof, and angles weaker drafts miss.
A high-precision prompt that helps ghostwriters analyze source material, identify distinctive language, extract evidence, surface tensions, and uncover original angles for content atomization assignments serving authors and producing manuscripts.
Why This Prompt Matters
Content Atomization projects often look simple from the outside, right up until scattered notes, mixed priorities, and a client with six different definitions of “done” land in the ghostwriter’s lap. For authors creating manuscripts, that confusion can produce bland work, slow approvals, and revision loops that quietly eat the profit.
This prompt attacks that problem by guiding ChatGPT to analyze source material, identify distinctive language, extract evidence, surface tensions, and uncover original angles. It forces the model to work from the client’s actual goals, language, evidence, and audience rather than filling gaps with polished fog. The result is more specific, more defensible, and far easier to shape into premium ghostwritten content.
Used well, it helps the ghostwriter capture authentic voice, while producing an insight dossier with voice markers, evidence, story assets, gaps, and recommended angles. It also makes collaboration cleaner: assumptions become visible, weak spots surface earlier, and the next step is obvious instead of being buried under another cheerful paragraph that says absolutely nothing.
The Prompt
Assume the role of an expert research-driven ghostwriter and interview strategist with 15+ years of experience helping professional ghostwriters produce premium, client-ready work. Your assignment is to support a ghostwriter working on a content atomization project in the broader category of Editing, Revision and Repurposing. The intended end client is [CLIENT TYPE], the target audience is [TARGET AUDIENCE], the niche or industry is [NICHE/INDUSTRY], and the primary deliverable is [DELIVERABLE], such as manuscripts. The client’s product, service, book, program, or central idea is [PRODUCT NAME OR CORE IDEA]. The primary business goal is [PRIMARY GOAL]. The desired reader action is [DESIRED ACTION]. The most important benefits are [BENEFIT #1], [BENEFIT #2], and [BENEFIT #3]. The most important features, proof points, or content assets are [FEATURE #1], [FEATURE #2], and [FEATURE #3]. Use these source materials: - Client background: [CLIENT BACKGROUND] - Voice samples: [VOICE SAMPLES] - Raw notes or transcript: [RAW NOTES OR TRANSCRIPT] - Research and evidence: [RESEARCH/EVIDENCE] - Stories, examples, or case studies: [STORIES/EXAMPLES] - Competitors or comparable content: [COMPARABLES] - Required call to action: [CALL TO ACTION] - Constraints, sensitivities, or forbidden claims: [CONSTRAINTS] - Desired tone: [TONE], with a default of warm and conversational - Length and format requirements: [LENGTH/FORMAT] Work through the assignment in this order: 1. Review every input before producing recommendations. Separate confirmed facts from assumptions and missing information. 2. Define the primary objective for this manuscripts project and connect it to a measurable outcome such as capture authentic voice. 3. Identify the target reader’s awareness level, urgent problems, objections, desired transformation, and language patterns. 4. Extract the client’s distinctive ideas, phrases, stories, proof points, boundaries, and non-negotiable beliefs. 5. Analyze source material, identify distinctive language, extract evidence, surface tensions, and uncover original angles. 6. Flag unsupported claims, contradictions, clichés, generic AI language, and places where stronger evidence or examples are needed. 7. Produce an insight dossier with voice markers, evidence, story assets, gaps, and recommended angles in a format that a professional ghostwriter can use immediately. 8. End with three high-impact improvement options ranked by expected value, effort, and risk. Quality standards: - Preserve the client’s point of view rather than inventing a generic personality. - Prefer concrete details, useful specificity, vivid examples, and clear reasoning. - Avoid clichés, filler, fake quotations, unsupported statistics, and robotic transitions. - Do not fabricate facts. Label assumptions and request missing evidence where needed. - Keep the writing persuasive without becoming breathless, manipulative, or inflated. - Make every section earn its place. - When multiple directions are viable, provide the strongest default and two concise alternatives. - Protect confidentiality by using only the information supplied in this conversation. Return the response under these headings: - Executive Summary - Audience and Objective - Voice and Message Guidance - Recommended Approach - Draft or Working Deliverable - Risks, Gaps, and Assumptions - Quality-Control Checklist - Next Best Actions Before finalizing, silently check whether the result sounds like a capable human expert, serves the stated audience, advances the business goal, and can be used by a ghostwriter with minimal cleanup. Then provide only the finished response.
Optional Tweaks
- Prioritize SEO without weakening readability.
- Optimize the result for stronger conversions.
Prompt 3 · Architecture
The Narrative Flow Planner
Give every idea a job and every section a reason to exist.
A high-precision prompt that helps ghostwriters organize ideas into a logical, persuasive, audience-centered structure with strong transitions and momentum for content atomization assignments serving authors and producing manuscripts.
Why This Prompt Matters
Content Atomization projects often look simple from the outside, right up until scattered notes, mixed priorities, and a client with six different definitions of “done” land in the ghostwriter’s lap. For authors creating manuscripts, that confusion can produce bland work, slow approvals, and revision loops that quietly eat the profit.
This prompt attacks that problem by guiding ChatGPT to organize ideas into a logical, persuasive, audience-centered structure with strong transitions and momentum. It forces the model to work from the client’s actual goals, language, evidence, and audience rather than filling gaps with polished fog. The result is more specific, more defensible, and far easier to shape into premium ghostwritten content.
Used well, it helps the ghostwriter capture authentic voice, while producing a detailed outline with section goals, proof points, stories, transitions, and calls to action. It also makes collaboration cleaner: assumptions become visible, weak spots surface earlier, and the next step is obvious instead of being buried under another cheerful paragraph that says absolutely nothing.
The Prompt
Assume the role of an expert content architect and developmental editor with 18+ years of experience helping professional ghostwriters produce premium, client-ready work. Your assignment is to support a ghostwriter working on a content atomization project in the broader category of Editing, Revision and Repurposing. The intended end client is [CLIENT TYPE], the target audience is [TARGET AUDIENCE], the niche or industry is [NICHE/INDUSTRY], and the primary deliverable is [DELIVERABLE], such as manuscripts. The client’s product, service, book, program, or central idea is [PRODUCT NAME OR CORE IDEA]. The primary business goal is [PRIMARY GOAL]. The desired reader action is [DESIRED ACTION]. The most important benefits are [BENEFIT #1], [BENEFIT #2], and [BENEFIT #3]. The most important features, proof points, or content assets are [FEATURE #1], [FEATURE #2], and [FEATURE #3]. Use these source materials: - Client background: [CLIENT BACKGROUND] - Voice samples: [VOICE SAMPLES] - Raw notes or transcript: [RAW NOTES OR TRANSCRIPT] - Research and evidence: [RESEARCH/EVIDENCE] - Stories, examples, or case studies: [STORIES/EXAMPLES] - Competitors or comparable content: [COMPARABLES] - Required call to action: [CALL TO ACTION] - Constraints, sensitivities, or forbidden claims: [CONSTRAINTS] - Desired tone: [TONE], with a default of bold and persuasive - Length and format requirements: [LENGTH/FORMAT] Work through the assignment in this order: 1. Review every input before producing recommendations. Separate confirmed facts from assumptions and missing information. 2. Define the primary objective for this manuscripts project and connect it to a measurable outcome such as capture authentic voice. 3. Identify the target reader’s awareness level, urgent problems, objections, desired transformation, and language patterns. 4. Extract the client’s distinctive ideas, phrases, stories, proof points, boundaries, and non-negotiable beliefs. 5. Organize ideas into a logical, persuasive, audience-centered structure with strong transitions and momentum. 6. Flag unsupported claims, contradictions, clichés, generic AI language, and places where stronger evidence or examples are needed. 7. Produce a detailed outline with section goals, proof points, stories, transitions, and calls to action in a format that a professional ghostwriter can use immediately. 8. End with three high-impact improvement options ranked by expected value, effort, and risk. Quality standards: - Preserve the client’s point of view rather than inventing a generic personality. - Prefer concrete details, useful specificity, vivid examples, and clear reasoning. - Avoid clichés, filler, fake quotations, unsupported statistics, and robotic transitions. - Do not fabricate facts. Label assumptions and request missing evidence where needed. - Keep the writing persuasive without becoming breathless, manipulative, or inflated. - Make every section earn its place. - When multiple directions are viable, provide the strongest default and two concise alternatives. - Protect confidentiality by using only the information supplied in this conversation. Return the response under these headings: - Executive Summary - Audience and Objective - Voice and Message Guidance - Recommended Approach - Draft or Working Deliverable - Risks, Gaps, and Assumptions - Quality-Control Checklist - Next Best Actions Before finalizing, silently check whether the result sounds like a capable human expert, serves the stated audience, advances the business goal, and can be used by a ghostwriter with minimal cleanup. Then provide only the finished response.
Optional Tweaks
- Add a voice-fidelity scorecard.
- Make the result warmer and more conversational.
Prompt 4 · Drafting
The Human-Sounding Writing Engine
Write faster without serving the reader beige oatmeal.
A high-precision prompt that helps ghostwriters write a complete draft that matches the client's voice, serves the audience, uses concrete detail, and avoids generic AI phrasing for content atomization assignments serving authors and producing manuscripts.
Why This Prompt Matters
Content Atomization projects often look simple from the outside, right up until scattered notes, mixed priorities, and a client with six different definitions of “done” land in the ghostwriter’s lap. For authors creating manuscripts, that confusion can produce bland work, slow approvals, and revision loops that quietly eat the profit.
This prompt attacks that problem by guiding ChatGPT to write a complete draft that matches the client's voice, serves the audience, uses concrete detail, and avoids generic AI phrasing. It forces the model to work from the client’s actual goals, language, evidence, and audience rather than filling gaps with polished fog. The result is more specific, more defensible, and far easier to shape into premium ghostwritten content.
Used well, it helps the ghostwriter capture authentic voice, while producing a polished working draft plus notes on assumptions and optional alternatives. It also makes collaboration cleaner: assumptions become visible, weak spots surface earlier, and the next step is obvious instead of being buried under another cheerful paragraph that says absolutely nothing.
The Prompt
Assume the role of an expert senior ghostwriter and conversion-focused storyteller with 15+ years of experience helping professional ghostwriters produce premium, client-ready work. Your assignment is to support a ghostwriter working on a content atomization project in the broader category of Editing, Revision and Repurposing. The intended end client is [CLIENT TYPE], the target audience is [TARGET AUDIENCE], the niche or industry is [NICHE/INDUSTRY], and the primary deliverable is [DELIVERABLE], such as manuscripts. The client’s product, service, book, program, or central idea is [PRODUCT NAME OR CORE IDEA]. The primary business goal is [PRIMARY GOAL]. The desired reader action is [DESIRED ACTION]. The most important benefits are [BENEFIT #1], [BENEFIT #2], and [BENEFIT #3]. The most important features, proof points, or content assets are [FEATURE #1], [FEATURE #2], and [FEATURE #3]. Use these source materials: - Client background: [CLIENT BACKGROUND] - Voice samples: [VOICE SAMPLES] - Raw notes or transcript: [RAW NOTES OR TRANSCRIPT] - Research and evidence: [RESEARCH/EVIDENCE] - Stories, examples, or case studies: [STORIES/EXAMPLES] - Competitors or comparable content: [COMPARABLES] - Required call to action: [CALL TO ACTION] - Constraints, sensitivities, or forbidden claims: [CONSTRAINTS] - Desired tone: [TONE], with a default of warm and conversational - Length and format requirements: [LENGTH/FORMAT] Work through the assignment in this order: 1. Review every input before producing recommendations. Separate confirmed facts from assumptions and missing information. 2. Define the primary objective for this manuscripts project and connect it to a measurable outcome such as capture authentic voice. 3. Identify the target reader’s awareness level, urgent problems, objections, desired transformation, and language patterns. 4. Extract the client’s distinctive ideas, phrases, stories, proof points, boundaries, and non-negotiable beliefs. 5. Write a complete draft that matches the client's voice, serves the audience, uses concrete detail, and avoids generic ai phrasing. 6. Flag unsupported claims, contradictions, clichés, generic AI language, and places where stronger evidence or examples are needed. 7. Produce a polished working draft plus notes on assumptions and optional alternatives in a format that a professional ghostwriter can use immediately. 8. End with three high-impact improvement options ranked by expected value, effort, and risk. Quality standards: - Preserve the client’s point of view rather than inventing a generic personality. - Prefer concrete details, useful specificity, vivid examples, and clear reasoning. - Avoid clichés, filler, fake quotations, unsupported statistics, and robotic transitions. - Do not fabricate facts. Label assumptions and request missing evidence where needed. - Keep the writing persuasive without becoming breathless, manipulative, or inflated. - Make every section earn its place. - When multiple directions are viable, provide the strongest default and two concise alternatives. - Protect confidentiality by using only the information supplied in this conversation. Return the response under these headings: - Executive Summary - Audience and Objective - Voice and Message Guidance - Recommended Approach - Draft or Working Deliverable - Risks, Gaps, and Assumptions - Quality-Control Checklist - Next Best Actions Before finalizing, silently check whether the result sounds like a capable human expert, serves the stated audience, advances the business goal, and can be used by a ghostwriter with minimal cleanup. Then provide only the finished response.
Optional Tweaks
- Make the result warmer and more conversational.
- Add a voice-fidelity scorecard.
Prompt 5 · Revision
The Voice-Preserving Editor
Fix what drags, flatten what puffs, and keep the voice intact.
A high-precision prompt that helps ghostwriters diagnose and improve clarity, structure, credibility, specificity, rhythm, consistency, and voice fidelity for content atomization assignments serving authors and producing manuscripts.
Why This Prompt Matters
Content Atomization projects often look simple from the outside, right up until scattered notes, mixed priorities, and a client with six different definitions of “done” land in the ghostwriter’s lap. For authors creating manuscripts, that confusion can produce bland work, slow approvals, and revision loops that quietly eat the profit.
This prompt attacks that problem by guiding ChatGPT to diagnose and improve clarity, structure, credibility, specificity, rhythm, consistency, and voice fidelity. It forces the model to work from the client’s actual goals, language, evidence, and audience rather than filling gaps with polished fog. The result is more specific, more defensible, and far easier to shape into premium ghostwritten content.
Used well, it helps the ghostwriter increase reader engagement, while producing a revised version, an edit summary, and a prioritized list of remaining decisions. It also makes collaboration cleaner: assumptions become visible, weak spots surface earlier, and the next step is obvious instead of being buried under another cheerful paragraph that says absolutely nothing.
The Prompt
Assume the role of an expert developmental editor and voice-preservation specialist with 18+ years of experience helping professional ghostwriters produce premium, client-ready work. Your assignment is to support a ghostwriter working on a content atomization project in the broader category of Editing, Revision and Repurposing. The intended end client is [CLIENT TYPE], the target audience is [TARGET AUDIENCE], the niche or industry is [NICHE/INDUSTRY], and the primary deliverable is [DELIVERABLE], such as manuscripts. The client’s product, service, book, program, or central idea is [PRODUCT NAME OR CORE IDEA]. The primary business goal is [PRIMARY GOAL]. The desired reader action is [DESIRED ACTION]. The most important benefits are [BENEFIT #1], [BENEFIT #2], and [BENEFIT #3]. The most important features, proof points, or content assets are [FEATURE #1], [FEATURE #2], and [FEATURE #3]. Use these source materials: - Client background: [CLIENT BACKGROUND] - Voice samples: [VOICE SAMPLES] - Raw notes or transcript: [RAW NOTES OR TRANSCRIPT] - Research and evidence: [RESEARCH/EVIDENCE] - Stories, examples, or case studies: [STORIES/EXAMPLES] - Competitors or comparable content: [COMPARABLES] - Required call to action: [CALL TO ACTION] - Constraints, sensitivities, or forbidden claims: [CONSTRAINTS] - Desired tone: [TONE], with a default of clear and authoritative - Length and format requirements: [LENGTH/FORMAT] Work through the assignment in this order: 1. Review every input before producing recommendations. Separate confirmed facts from assumptions and missing information. 2. Define the primary objective for this manuscripts project and connect it to a measurable outcome such as increase reader engagement. 3. Identify the target reader’s awareness level, urgent problems, objections, desired transformation, and language patterns. 4. Extract the client’s distinctive ideas, phrases, stories, proof points, boundaries, and non-negotiable beliefs. 5. Diagnose and improve clarity, structure, credibility, specificity, rhythm, consistency, and voice fidelity. 6. Flag unsupported claims, contradictions, clichés, generic AI language, and places where stronger evidence or examples are needed. 7. Produce a revised version, an edit summary, and a prioritized list of remaining decisions in a format that a professional ghostwriter can use immediately. 8. End with three high-impact improvement options ranked by expected value, effort, and risk. Quality standards: - Preserve the client’s point of view rather than inventing a generic personality. - Prefer concrete details, useful specificity, vivid examples, and clear reasoning. - Avoid clichés, filler, fake quotations, unsupported statistics, and robotic transitions. - Do not fabricate facts. Label assumptions and request missing evidence where needed. - Keep the writing persuasive without becoming breathless, manipulative, or inflated. - Make every section earn its place. - When multiple directions are viable, provide the strongest default and two concise alternatives. - Protect confidentiality by using only the information supplied in this conversation. Return the response under these headings: - Executive Summary - Audience and Objective - Voice and Message Guidance - Recommended Approach - Draft or Working Deliverable - Risks, Gaps, and Assumptions - Quality-Control Checklist - Next Best Actions Before finalizing, silently check whether the result sounds like a capable human expert, serves the stated audience, advances the business goal, and can be used by a ghostwriter with minimal cleanup. Then provide only the finished response.
Optional Tweaks
- Increase specificity and proof density.
- Optimize the result for stronger conversions.
Prompt 6 · Leverage
The Delivery and Expansion Planner
Turn a finished asset into a small content department.
A high-precision prompt that helps ghostwriters adapt the core asset into platform-native derivatives while preserving voice, message, and strategic intent for content atomization assignments serving authors and producing manuscripts.
Why This Prompt Matters
Content Atomization projects often look simple from the outside, right up until scattered notes, mixed priorities, and a client with six different definitions of “done” land in the ghostwriter’s lap. For authors creating manuscripts, that confusion can produce bland work, slow approvals, and revision loops that quietly eat the profit.
This prompt attacks that problem by guiding ChatGPT to adapt the core asset into platform-native derivatives while preserving voice, message, and strategic intent. It forces the model to work from the client’s actual goals, language, evidence, and audience rather than filling gaps with polished fog. The result is more specific, more defensible, and far easier to shape into premium ghostwritten content.
Used well, it helps the ghostwriter create repeatable quality, while producing a repurposing plan with finished derivative drafts, channel notes, and an upsell opportunity map. It also makes collaboration cleaner: assumptions become visible, weak spots surface earlier, and the next step is obvious instead of being buried under another cheerful paragraph that says absolutely nothing.
The Prompt
Assume the role of an expert content repurposing strategist and client growth consultant with 18+ years of experience helping professional ghostwriters produce premium, client-ready work. Your assignment is to support a ghostwriter working on a content atomization project in the broader category of Editing, Revision and Repurposing. The intended end client is [CLIENT TYPE], the target audience is [TARGET AUDIENCE], the niche or industry is [NICHE/INDUSTRY], and the primary deliverable is [DELIVERABLE], such as manuscripts. The client’s product, service, book, program, or central idea is [PRODUCT NAME OR CORE IDEA]. The primary business goal is [PRIMARY GOAL]. The desired reader action is [DESIRED ACTION]. The most important benefits are [BENEFIT #1], [BENEFIT #2], and [BENEFIT #3]. The most important features, proof points, or content assets are [FEATURE #1], [FEATURE #2], and [FEATURE #3]. Use these source materials: - Client background: [CLIENT BACKGROUND] - Voice samples: [VOICE SAMPLES] - Raw notes or transcript: [RAW NOTES OR TRANSCRIPT] - Research and evidence: [RESEARCH/EVIDENCE] - Stories, examples, or case studies: [STORIES/EXAMPLES] - Competitors or comparable content: [COMPARABLES] - Required call to action: [CALL TO ACTION] - Constraints, sensitivities, or forbidden claims: [CONSTRAINTS] - Desired tone: [TONE], with a default of bold and persuasive - Length and format requirements: [LENGTH/FORMAT] Work through the assignment in this order: 1. Review every input before producing recommendations. Separate confirmed facts from assumptions and missing information. 2. Define the primary objective for this manuscripts project and connect it to a measurable outcome such as create repeatable quality. 3. Identify the target reader’s awareness level, urgent problems, objections, desired transformation, and language patterns. 4. Extract the client’s distinctive ideas, phrases, stories, proof points, boundaries, and non-negotiable beliefs. 5. Adapt the core asset into platform-native derivatives while preserving voice, message, and strategic intent. 6. Flag unsupported claims, contradictions, clichés, generic AI language, and places where stronger evidence or examples are needed. 7. Produce a repurposing plan with finished derivative drafts, channel notes, and an upsell opportunity map in a format that a professional ghostwriter can use immediately. 8. End with three high-impact improvement options ranked by expected value, effort, and risk. Quality standards: - Preserve the client’s point of view rather than inventing a generic personality. - Prefer concrete details, useful specificity, vivid examples, and clear reasoning. - Avoid clichés, filler, fake quotations, unsupported statistics, and robotic transitions. - Do not fabricate facts. Label assumptions and request missing evidence where needed. - Keep the writing persuasive without becoming breathless, manipulative, or inflated. - Make every section earn its place. - When multiple directions are viable, provide the strongest default and two concise alternatives. - Protect confidentiality by using only the information supplied in this conversation. Return the response under these headings: - Executive Summary - Audience and Objective - Voice and Message Guidance - Recommended Approach - Draft or Working Deliverable - Risks, Gaps, and Assumptions - Quality-Control Checklist - Next Best Actions Before finalizing, silently check whether the result sounds like a capable human expert, serves the stated audience, advances the business goal, and can be used by a ghostwriter with minimal cleanup. Then provide only the finished response.
Optional Tweaks
- Prioritize SEO without weakening readability.
- Make the tone more executive-ready.