Complete AI Training

AI app for writers · no coding needed

Source-based writing and editorial delivery workspace

Reduce editing passes while keeping the writer's voice and source accuracy.

Made for: Writers, editors and content teams producing source-based articles, reports and client copy

What Source-based writing and editorial delivery workspace looks like
Open the demo For members · a working demo with sample data

What it does for you

The problem

Drafting, editing and checking text across several rented writing tools leaves versions, sources and approvals scattered.

What it gives you

Editor-approved publication-ready copy linked to its sources

What you give it

Licensed source documentsdraft textstyle guideseditorial constraints

Build your own version of The Windsurf Editor, ReWriteIt AI and more

One app with what these 10 AI tools do, yours to keep and change: The Windsurf Editor, ReWriteIt AI, Shy Editor, editGPT, Inkline AI, Wordtune, Textbuddy, Wordin, PromptifyPRO, Grok by SpaceXAI for Word.

Everything these tools do, in one app

  • Grammar and spelling correction Automatically identifies and corrects spelling, grammar, and punctuation errors.Found in The Windsurf Editor, Shy Editor, Wordtune and 2 more
  • Style and clarity improvement Suggests changes to enhance writing style, clarity, and conciseness.Found in The Windsurf Editor, Shy Editor, Textbuddy and 1 more
  • Real-time writing suggestions Provides immediate feedback and recommendations as you write.Found in The Windsurf Editor, Inkline AI
  • Rephrasing and rewriting Offers alternative phrasings and rewrites sentences or paragraphs to improve readability.Found in ReWriteIt AI, Wordtune, Textbuddy and 1 more
  • Tone and style customization Allows users to adjust the tone and style of the text to match different writing needs.Found in The Windsurf Editor, ReWriteIt AI, Wordtune
  • Content generation Helps generate ideas, outlines, or draft content efficiently.Found in Inkline AI, Grok by SpaceXAI for Word
  • Summarization Condenses long texts or video content into shorter summaries.Found in Wordtune
  • Translation and synonyms Translates text and suggests synonyms to enhance vocabulary.Found in Wordtune, Textbuddy
  • Plagiarism checker Checks content for originality and detects potential plagiarism.Found in ReWriteIt AI
  • Readability analysis Provides a readability score and insights to simplify complex texts.Found in Textbuddy
  • Formatting and keyword analysis Highlights formatting errors and keyword repetitions for consistency.Found in Textbuddy
  • Version control Tracks changes and allows reverting to previous drafts.Found in The Windsurf Editor, Shy Editor
  • Document management and organization Organizes documents, notes, and research within the editor.Found in Shy Editor, Inkline AI
  • Bibliography and citation management Automatically manages citations and bibliographies in various styles.Found in Shy Editor
  • Markdown support Allows flexible formatting using Markdown syntax.Found in Shy Editor
  • Customizable editing prompts Lets users tailor the editing process with pre-built or personalized prompts.Found in editGPT
  • Integration with platforms Seamlessly works with popular writing platforms and websites.Found in The Windsurf Editor, Wordtune, editGPT and 2 more
  • Collaboration features Supports real-time collaboration and sharing among users.Found in Inkline AI
  • Prompt generation and management Helps create, refine, and manage prompts for AI tools.Found in PromptifyPRO

How it works, step by step

  1. Correct spelling, grammar and punctuation
  2. Suggest style, clarity and conciseness changes
  3. Give real-time writing suggestions as the user types
  4. Rephrase and rewrite sentences or paragraphs
  5. Adjust tone and style to a chosen target
  6. Generate ideas, outlines and draft content
  7. Summarize long text or video into shorter summaries
  8. Translate text and suggest synonyms
  9. Check content for originality and potential plagiarism
  10. Score readability and flag complex passages
  11. Flag formatting errors and keyword repetition
  12. Track versions and revert to previous drafts
  13. Organize documents, notes and research in the workspace
  14. Manage citations and bibliographies in chosen styles
  15. Support Markdown formatting
  16. Apply customizable editing prompts
  17. Integrate with common writing and publishing platforms
  18. Support real-time collaboration and sharing
  19. Create, refine and manage prompts for AI tools
  20. Compare the reviewed result with the recorded baseline and value assumptions
  21. Capture corrections and named-owner approval before consequential use
  22. Export versioned editor-approved publication-ready copy linked to its sources with source references and unresolved questions

Build it yourself with your AI system

Build this app yourself, no coding needed

Start with a quick version you can try in a few minutes. Like it? Then build the full app by copying and pasting our step-by-step instructions: everything is prepared for you.

Sign in to see how to build it yourself

Build a quick version to try, or get the full app pack for Source-based writing and editorial delivery workspace with the step-by-step building instructions. You don't need any technical skills: you copy, paste and answer a few questions. Both are included in the membership.

Sign in Become a member

4 Have it built for you days to a few weeks

Rather not do it yourself, or want it fully tailored to your data, your way of working and your brand? Nexibeo builds Source-based writing and editorial delivery workspace with you.

Have Nexibeo build it

What's in the app pack

Included in the Complete AI Training membership.

  • The building instructions your AI follows, step by step
  • The questions your AI will ask you about your business before it starts
  • A clickable demo you can open in your browser, to see how it should work
  • A detailed blueprint of the screens, the information it keeps and the checks it runs

Become a member to get the app packAlready a member? Sign in

The files, for the technically curious
  • START-HERE.mdHow to build it with your own AI (read first)3 KB
  • README.mdOverview and links5 KB
  • questions.mdQuestions to answer before you build2 KB
  • prompt-cloudflare.mdThe full build prompt, hosted on Cloudflare26 KB
  • prompt-vps.mdThe same build on your own server (Docker)26 KB
  • spec.jsonData model, API, AI pipeline, acceptance criteria13 KB
  • demo/index.htmlThe working demo on sample data200 KB

Questions

Do I need to know how to code?

No. You copy and paste the prompts on this page into ChatGPT or Claude, and the AI does the building. When it asks you something, you answer in your own words.

What does it cost?

The quick version, the app pack and the step-by-step instructions are for members: you pay the membership price, not a price per app (see the plans). Building the full app uses your own ChatGPT or Claude subscription. Putting it online is often cheap or no cost at the start, and your AI tells you before anything costs money.

How long does it take?

The quick version: about two minutes. The real app: an afternoon for a first version you can use, longer if you want every feature.

Can I change it to fit my business?

Yes. Tell your AI what to change in plain words, like “add a column for the price” or “use our logo and colours”. Or have Nexibeo build and customise it for you.

More detailsHow the AI works, safeguards and what to build first

Reduce editing passes while keeping the writer's voice and source accuracy. For writers, editors and content teams producing source-based articles, reports and client copy, convert licensed source documents, draft text, style guides and editorial constraints into editor-approved publication-ready copy linked to its sources. The benefit is a testable hypothesis, measured through accepted drafts per editorial hour and corrections after approval; do not assume that AI output alone produces business value.

Confirm the buyer's problem and scope, collect licensed source documents, draft text, style guides and editorial constraints, then follow this sequence: 1. Correct spelling, grammar and punctuation. 2. Suggest style, clarity and conciseness changes. 3. Give real-time writing suggestions as the user types. 4. Rephrase and rewrite sentences or paragraphs. 5. Adjust tone and style to a chosen target. 6. Generate ideas, outlines and draft content. 7. Summarize long text or video into shorter summaries. 8. Translate text and suggest synonyms. 9. Check content for originality and potential plagiarism. 10. Score readability and flag complex passages. 11. Flag formatting errors and keyword repetition. 12. Track versions and revert to previous drafts. 13. Organize documents, notes and research in the workspace. 14. Manage citations and bibliographies in chosen styles. 15. Support Markdown formatting. 16. Apply customizable editing prompts. 17. Integrate with common writing and publishing platforms. 18. Support real-time collaboration and sharing. 19. Create, refine and manage prompts for AI tools. Resolve uncertain cases with qualified reviewers, approve editor-approved publication-ready copy linked to its sources, and measure accepted drafts per editorial hour and corrections after approval against a documented baseline.

How the AI works

Use AI to interpret permitted inputs, suggest structured mappings and generate candidate outputs for the stated task modules. Use deterministic code for arithmetic, schema validation, hard constraints and reproducible tests. Review source-linked explanations and uncertainty before accepting results. One fixed style guide and licensed source set; final fact, voice and publication checks remain editorial. A model suggestion is never a verified fact, professional decision or authorization to act.

Safeguards

Preserve author voice, source attribution, quotation accuracy and usage permissions. Authors approve substantive changes and publication scope. One fixed style guide and licensed source set; final fact, voice and publication checks remain editorial. Keep all consequential actions under authorized human control and do not fabricate missing inputs, permissions, professional judgments or market evidence.

What to build first

Pilot scope: One fixed style guide and licensed source set; final fact, voice and publication checks remain editorial. Implement one approved input format, a bounded representative case set and the first two task modules: correct spelling, grammar and punctuation; suggest style, clarity and conciseness changes. Support the remaining modules with operator review: real-time suggestions, rephrasing, tone adjustment, generation, summarization, translation, originality checks, readability, formatting, versioning, organization, citations, Markdown, prompts, integrations, collaboration and prompt management. Include source references, corrections, basic organization access, approval states, export and value measurement. Use managed operator assistance for unresolved exceptions. The cost estimate covers this narrow prototype, not unrestricted multi-tenant scale, complex production integrations, specialist certification or physical operations.

What it can connect to

Author-owned manuscripts, authorized interviews and permitted research sources. Cloud document storage, writing-platform import/export and publishing destinations. Start with file exchange and validate destination specifications before promising direct publishing. Start with authorized file exchange. Validate current provider access, usage rights and schema behavior before promising a connector.

The screens in detail

Primary screens: Source and brief intake, Editable writing and editing canvas, Client proof and delivery. Use a thumbnail gallery for documents, a large central editing canvas, and a right-hand panel for sources, style rules and comments. Let users compare versions side by side. Display draft, changes requested and approved states. Provide a client preview link with comments anchored to the relevant passage. Make the task-specific outcome editor-approved publication-ready copy linked to its sources visible beside its evidence, review state and value baseline.