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- Prompt Kit: AI X (Twitter) Thread Ghostwriting — Prompt Library (2025 Edition)
Prompt Kit: AI X (Twitter) Thread Ghostwriting — Prompt Library (2025 Edition)
All About: Creating AI Ghost writers for twitter


🌟 Editor's Note
A high-ROI, best‑in‑class prompt set for entrepreneurs who want to launch a scalable ghostwriting service for Twitter/X threads. Each prompt follows a rigorous format (role, assumptions, inputs, tasks, guardrails, outputs) and is designed for execution. Quality over quantity.
How to Use This Library
Duplicate prompts into your workspace (Notion/Docs).
Replace items in [brackets] with your specifics.
Run the prompt, then follow with: “Refine with Critic Mode: identify blind spots, add examples, and propose 3 alternatives.”
Save high‑performing versions as recipes for reuse with each client.
Variables Legend
[niche]
target market (e.g., tech founders, fitness coaches).[persona]
ideal reader role.[voice]
brand voice keywords.[topic]
thread subject.[proof_assets]
stats, screenshots, or case studies.[reading_level]
desired reading level.[cta]
next step (follow, DM, link, newsletter).[offer]
lead magnet/freebie/trial.[cadence]
posting schedule.[hashtags]
limited tags if used.[links_policy]
(no link in first tweet, link in last, link in profile).[handle]
client’s @.[competitors]
sample handles.[examples]
posts client likes.[metrics]
KPI goals (impressions, saves, followers).
A) Client Onboarding & Voice
1) Brand & ICP Intake
Use/Objective: Capture brand voice and reader profile.
Copy-me Prompt:
Role: Brand strategist.
Assumptions: We ghostwrite for [handle]
serving [persona]
in [niche]
.
Inputs: Past posts, [examples]
, site copy.
Tasks: Extract tone markers, build ICP snapshot, draft one-liner positioning.
Guardrails: No unverifiable claims.
Output: Voice Bible + ICP card.
2) Voice Cloner JSON
Use/Objective: Create reusable voice rules.
Copy-me Prompt:
Role: Brand editor.
Inputs: [examples]
, [reading_level]
, [voice]
.
Tasks: Analyze diction, cadence, emoji policy; emit JSON.
Guardrails: Match grade level + banned phrases.
Output: voice_profile.json
.
B) Research & Angles
3) Source Pack Miner
Use/Objective: Gather credible proof to avoid Community Notes.
Copy-me Prompt:
Role: Research lead.
Inputs: [topic]
, [competitors]
.
Tasks: Compile 10–15 sources, tag freshness, authority, proofability; propose 3 defensible angles.
Guardrails: Prefer dated, authoritative sources.
Output: Source table + angle shortlist.
4) Hook Generator
Use/Objective: Produce 12 hooks across frameworks.
Copy-me Prompt:
Role: Creative director.
Inputs: [topic]
, [persona]
, [voice]
.
Tasks: Create hooks using listicle, myth-buster, story, checklist, ROI, counterintuitive. Score novelty × clarity × proofability.
Output: Hook pack.
5) Competitor Gap Scan
Use/Objective: Differentiate from other threads.
Copy-me Prompt:
Role: Content strategist.
Inputs: [topic]
, [competitors]
.
Tasks: Summarize competitor angles; propose gaps and unique POV.
Output: Gap table + positioning statement.
C) Thread Production
6) Outline → Blueprint
Use/Objective: Create beat-by-beat plan.
Copy-me Prompt:
Role: Thread architect.
Inputs: Hook, [voice_profile.json]
.
Tasks: Map Hook → Context → 3–5 beats → Recap → CTA; assign media cues.
Output: Outline.
7) Thread Composer (TEA)
Use/Objective: Draft high-retention thread.
Copy-me Prompt:
Role: Principal writer.
Inputs: Outline, [proof_assets]
, [cta]
, [offer]
.
Tasks: Draft posts (one idea per post), add evidence, finish with CTA.
Guardrails: Avoid unverifiable claims, clickbait.
Output: Draft thread.
8) Visual Brief
Use/Objective: Create design specs.
Copy-me Prompt:
Role: Creative producer.
Inputs: Draft, brand colors.
Tasks: Define media asset type, copy, layout, alt text.
Output: Visual brief.
9) Compliance Pre‑Check
Use/Objective: Prevent takedowns.
Copy-me Prompt:
Role: Compliance editor.
Inputs: Draft, [proof_assets]
.
Tasks: Flag factual claims, add clarifiers, cite sources.
Output: Redlined draft.
10) Voice Polish
Use/Objective: Final tone & readability pass.
Copy-me Prompt:
Role: Copy editor.
Inputs: Draft, [voice_profile.json]
.
Tasks: Shorten sentences, add breaks, refine tone.
Output: Final thread.
D) Distribution & Funnel
11) Cadence Planner
Use/Objective: Build posting calendar.
Copy-me Prompt:
Role: Distribution lead.
Inputs: [cadence]
, analytics.
Tasks: Suggest posting windows + reply windows.
Output: 4‑week calendar.
12) CTA Funnel Integrator
Use/Objective: Drive followers to offers.
Copy-me Prompt:
Role: Growth marketer.
Inputs: [cta]
, [offer]
, [links_policy]
.
Tasks: Propose soft/medium/hard CTAs with copy.
Output: CTA pack.
13) Replies Engine
Use/Objective: Win the replies battle.
Copy-me Prompt:
Role: Community manager.
Inputs: Draft, FAQs/objections.
Tasks: Write 15 reply templates: clarifiers, proof adds, light promos.
Output: Reply bank.
E) Analytics & Iteration
14) Post‑Mortem Analyzer
Use/Objective: Learn from performance.
Copy-me Prompt:
Role: Content analyst.
Inputs: [metrics]
.
Tasks: Attribute performance to hook, proof, media, CTA. Propose 3 hypotheses.
Output: Retro doc.
15) Thread Refurbisher
Use/Objective: Repurpose top threads.
Copy-me Prompt:
Role: Repurposing lead.
Inputs: Past thread.
Tasks: Create short v2, long v2, visual remix, video script.
Output: Remix kit.
F) Operations & Packaging
16) Onboarding Form
Use/Objective: Standardize client intake.
Copy-me Prompt:
Role: Ops lead.
Inputs: [handle]
, [examples]
, goals.
Tasks: Draft form with brand do’s/don’ts, proof sources, CTA prefs.
Output: Intake form.
17) Retainer Tier Designer
Use/Objective: Productize services.
Copy-me Prompt:
Role: Pricing strategist.
Inputs: Capacity, margin, benchmarks.
Tasks: Create 3 tiers with scope, pricing, SLAs.
Output: Tier matrix.
18) SOP: Weekly Thread Factory
Use/Objective: Streamline workflow.
Copy-me Prompt:
Role: Workflow architect.
Tasks: Map Mon–Fri system: research → outline → draft → compliance → publish → retro.
Output: SOP + Kanban.
G) Advanced Growth
19) Cross‑Platform Repurposing
Use/Objective: Adapt threads for LinkedIn/IG/TikTok.
Copy-me Prompt:
Role: Repurposing strategist.
Inputs: Thread, [channels]
.
Tasks: Create 1 carousel, 1 LinkedIn post, 1 short video, 3 newsletter blurbs.
Output: Repurposing kit.
20) Paid Boost Kit
Use/Objective: Scale reach via ads.
Copy-me Prompt:
Role: Performance marketer.
Inputs: Top thread, [metrics]
.
Tasks: Draft 3 ad variants with copy, visuals, targeting.
Output: Ad kit.
Use/Objective: Convert impressions into subs.
Copy-me Prompt:
Role: Funnel strategist.
Inputs: [offer]
, [cta]
.
Tasks: Draft threads with lead magnet CTA + opt‑in copy.
Output: Funnel assets.
H) Quality Bar
Every output must be specific, skimmable, and sourceable.
Each thread: one idea per post, strong line breaks, purposeful media.
Every CTA: clear, ethical, aligned to offer.
No impersonation without consent; no plagiarism or deceptive claims.
Pro tip: After every draft, run the Critic Mode prompt before client delivery.
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