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

  1. Duplicate prompts into your workspace (Notion/Docs).

  2. Replace items in [brackets] with your specifics.

  3. Run the prompt, then follow with: “Refine with Critic Mode: identify blind spots, add examples, and propose 3 alternatives.”

  4. 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.

21) Newsletter Funnel Integrator

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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