Complete AI Training

AI app for it and development · no coding needed

Source-linked desktop assistant and admin console

Reduce tool sprawl and manual effort while keeping source-linked control of files, apps and approvals.

Made for: IT and development teams and operations staff who work across many desktop apps and files

What Source-linked desktop assistant and admin console looks like
Open the demo For members · a working demo with sample data

What it does for you

The problem

Assistants that automate tasks and generate or edit content are rented as separate tools, so work, context and permissions stay scattered across subscriptions the buyer does not own.

What it gives you

Reviewed task outputs and automations linked to their sources

What you give it

Permitted filesapp contextreusable workflowspermission rules

Build your own version of NeuralAgent, InlineGPT and more

One app with what these 10 AI tools do, yours to keep and change: NeuralAgent, InlineGPT, Alter, Omnipilot, Semblian 2.0, Pipali, Stella AI, o11, Hermes Desktop, ToolBox MacOS.

Everything these tools do, in one app

  • Natural language interaction Lets users give instructions or ask questions in plain language and have them understood.Found in NeuralAgent, Stella AI
  • Task automation Automates repetitive or routine tasks to save time and reduce manual effort.Found in NeuralAgent, Omnipilot, Stella AI and 2 more
  • Content generation Generates written or other content based on user input or context.Found in InlineGPT, Semblian 2.0, o11
  • Real-time suggestions Provides suggestions as the user types or works, without interrupting the flow.Found in InlineGPT
  • Context-aware assistance Uses the current context to make suggestions or generate content that fits the situation.Found in InlineGPT, Semblian 2.0
  • Content modification Edits or transforms existing content, including text, images, and video.Found in Alter
  • Customizable templates and presets Offers templates and presets that can be adjusted to match branding or style needs.Found in Alter
  • Real-time preview Shows changes instantly before they are finalized, so users can see the result as they edit.Found in Alter
  • Visual workflow builder Allows users to create automation sequences visually without writing code.Found in Omnipilot
  • Customizable triggers and actions Lets users define what starts an automation and what it should do.Found in Omnipilot
  • Tone and style settings Adjusts the tone and style of generated or suggested content to fit different writing needs.Found in InlineGPT, Semblian 2.0
  • Grammar and spell checking Checks and corrects grammar and spelling in real time for polished output.Found in Semblian 2.0
  • Batch processing Handles multiple documents at once to improve efficiency for large volumes.Found in Semblian 2.0
  • Desktop file and app access Lets the assistant work directly with files, the browser, and supported apps on the user's computer.Found in Pipali
  • Reusable workflows Allows users to teach the assistant specific workflows so tasks are repeated consistently.Found in Pipali
  • Scheduled recurring tasks Runs tasks on a schedule and notifies the user when human input is needed.Found in Pipali
  • Persistent memory Retains information across sessions so the assistant can build on past interactions.Found in Hermes Desktop
  • Third-party integrations Connects with other popular software platforms and services to fit into existing workflows.Found in NeuralAgent, Alter, Omnipilot and 5 more
  • Real-time analytics and reporting Monitors performance and provides insights or reports in real time.Found in NeuralAgent, Omnipilot, Stella AI
  • Team collaboration Supports multiple people working together, including editing and feedback.Found in NeuralAgent, Alter
  • Multi-language support Works with multiple languages, making it usable for international users.Found in InlineGPT, Stella AI
  • Native desktop clients Runs as a native application on desktop operating systems for lower latency and less overhead.Found in Hermes Desktop
  • Open-source codebase Provides source code that can be inspected, modified, and self-hosted.Found in Pipali, Hermes Desktop
  • Sandboxing and permissions Runs tasks in a restricted environment and asks for explicit confirmation before accessing data.Found in Pipali
  • Utility modules Includes built-in tools like file management, system monitoring, and data conversion.Found in ToolBox MacOS
  • Customizable shortcuts Lets users set shortcuts to speed up repetitive actions.Found in ToolBox MacOS
  • Lightweight performance Uses minimal system resources so it does not slow down the computer.Found in ToolBox MacOS

How it works, step by step

  1. Accept plain-language instructions and questions
  2. Automate repetitive tasks across files and supported apps
  3. Generate written and other content from context
  4. Offer real-time suggestions while typing
  5. Use current context to fit suggestions to the situation
  6. Edit or transform text, images and video
  7. Apply adjustable templates and presets for branding and style
  8. Show a real-time preview before changes are finalized
  9. Build automation sequences in a visual workflow builder
  10. Define custom triggers and actions
  11. Set tone and style for generated content
  12. Check grammar and spelling in real time
  13. Batch-process multiple documents
  14. Access desktop files, browser and supported apps
  15. Save and reuse taught workflows
  16. Run scheduled recurring tasks and notify when human input is needed
  17. Retain persistent memory across sessions
  18. Connect third-party platforms and services
  19. Report real-time analytics on runs and outcomes
  20. Support team collaboration with editing and feedback
  21. Work across multiple languages
  22. Run as a native desktop client
  23. Provide an inspectable, modifiable, self-hostable codebase
  24. Sandbox tasks and request explicit confirmation before data access
  25. Include utility modules for file management, system monitoring and data conversion
  26. Allow customizable shortcuts
  27. Keep lightweight resource use so the computer is not slowed

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-linked desktop assistant and admin console 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-linked desktop assistant and admin console 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 links6 KB
  • questions.mdQuestions to answer before you build2 KB
  • prompt-cloudflare.mdThe full build prompt, hosted on Cloudflare23 KB
  • prompt-vps.mdThe same build on your own server (Docker)23 KB
  • spec.jsonData model, API, AI pipeline, acceptance criteria10 KB
  • demo/index.htmlThe working demo on sample data195 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 tool sprawl and manual effort while keeping source-linked control of files, apps and approvals. For IT and development teams and operations staff who work across many desktop apps and files, convert permitted files, app context, reusable workflows and permission rules into reviewed task outputs and automations linked to their sources. The benefit is a testable hypothesis, measured through accepted task outputs per operator hour and corrections after approval; do not assume that AI output alone produces business value.

Confirm the buyer's problem and scope, collect permitted files, app context, reusable workflows and permission rules, then follow this sequence: 1. Accept plain-language instructions and questions. 2. Automate repetitive tasks across files and supported apps. 3. Generate written and other content from context. Resolve uncertain cases with qualified reviewers, approve reviewed task outputs and automations linked to their sources, and measure accepted task outputs per operator 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 three 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 approved desktop environment and permission set; final content and automation checks remain human. 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 approved desktop environment and permission set; final content and automation checks remain human. 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 approved desktop environment and permission set; final content and automation checks remain human. Implement one approved input format, a bounded representative case set and the first two task modules: accept plain-language instructions and questions; automate repetitive tasks across files and supported apps. Support the third module with operator review: generate written and other content from context. 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 files, authorized app context and permitted research sources. Cloud asset storage, design-file 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: Assistant console and permissions, Workflow and template builder, Admin review and reporting. Use a task list for runs, a large central conversation and preview canvas, and a right-hand panel for sources, permissions and comments. Let users compare draft and approved outputs side by side. Display draft, changes requested, approved and scheduled states. Provide an admin view with source links, run history and unresolved questions. Make the task-specific outcome reviewed task outputs and automations linked to their sources visible beside its evidence, review state and value baseline.