Agent Neo Use Cases

What Types of Problems Is Neo (Agent Mode) Suitable for Solving?

Agent Neo is not a static chat assistant—it’s a dynamic agent designed to execute, adapt, and deliver outcomes across complex, multi-step workflows. When used in Agent Mode, Neo becomes a structured operator that:

• Understands your intent — even from vague prompts

• Plans each step using tool-driven logic

• Executes real actions (file generation, searches, code output)

• Responds to results in real time by refining its plan

• Finishes with professional-grade deliverables or previews

This makes Agent Mode ideal for advanced automation, technical project work, and any goal where step-by-step reasoning must be paired with tool usage, file output, and task persistence.

Neo (Agent Mode) is ideal for tasks that:

Refine Broad Questions You present a broad question, and Neo follows up with targeted inquiries to narrow and specify your goals.

• Plan & Execute Complex Workflows Independently break down tasks into actionable steps, generate a concrete execution plan, and carry it out—from start to finish.

• Automate Multi-Step Processes Build batch scripts, pipelines, or orchestrators (e.g. “Create a Tailwind-powered webpage, remove unused files, run tests, and package as a ZIP.”)

• Research & Report Generation Conduct in-depth searches across platforms, compile findings into structured reports, and even produce professional web pages or PowerPoint decks to present your results.

• Leverage Community Templates Search, view, and apply community-provided templates (webpage layouts, slide themes, code snippets) to accelerate development.

• Integrate Tools & Data Call APIs, scrape and summarize web content, query databases, and perform file I/O directly within your prompt.

• Maintain State Across Steps Remember variables, previous outputs, and user preferences to build guided tutorials, chatbots, or form-fillers that “know” where you left off.

• Compose Structured, Long-Form Outputs Create whitepapers, technical guides, multi-section proposals, or any document requiring consistent style and formatting.

• Solve Niche or Domain-Specific Tasks From custom asset packers to conditional logic flows (“If X, then run Y, else run Z”), Neo adapts to specialized requirements.

• Orchestrate Other AI Models Chain multiple AI services—e.g., one for search embeddings, another for summarization, a third for code generation—seamlessly in one workflow.

What can Neo (Agent Mode) Help Build or Automate?

With the ability to plan workflows, run tools, and output complete files or web experiences, Neo can handle everything from publishing pipelines to full site builds.

Here are examples of what Neo can generate or orchestrate:

Content & Documentation

• Create structured knowledge wikis, FAQ pages, or help centers

• Write and format technical documentation with consistent style

• Summarize multi-source input into long-form reports or whitepapers

Web & Frontend Development

Build static websites with Tailwind, HTML, and JS (ZIP ready)

• Scaffold landing pages, personal portfolios, or product showcase sites

• Inject custom animations, form logic, and scroll behaviors

• Create a static site image generator or visual content tool

Automation & Utilities

Send automated emails using SMTP credentials or mocked endpoints

• Schedule daily or conditional tasks using script logic or CRON syntax

• Develop pipelines (e.g. generate → test → package → export flow)

• Parse spreadsheets, convert formats, or generate structured data for reuse

Creative & Visual Projects

• Generate original 3D models from text descriptions or reference images

• Output .glb formats for use in design pipelines

• Launch a 3D scene editor or sandbox viewer directly in a webpage

• Create downloadable assets like icons, vector packs, or themed UI kits

This capability comes from Neo’s ability to interpret your prompt, run a structured plan, use context-aware toolchains, and deliver files or previews—all within a single Flow session.

When to Use Agent Mode vs. Regular Mode

Choose Neo (Agent Mode)	Choose Regular Mode
You need tool calls, file I/O, or web searches embedded in your AI workflow.	You’re brainstorming a project roadmap with another model (e.g., Claude 4) before switching to Neo.
You want the AI to refine your question through follow-up prompts when details are missing.	You’re drafting a detailed prompt to describe a promotional video for your webpage’s content.
You require the AI to plan, break down, and execute multi-step tasks with a concrete plan.	You’re debugging your webpage—get clear error explanations so you can feed fixes back into Neo.
You’re automating developer tasks (webpage scaffolding, build scripts, test runners).	You want to draft initial specs or deep-dive into architecture before automating with Neo.
You need formatted, multi-section outputs (reports, docs, slides, decks).	You’re planning a one-off example (e.g., generating a storyboard prompt, evaluating design directions).
You need conditional logic or stateful flows (“If X, then Y, else Z”).	You’re experimenting with tool-specific workflows (e.g., exploring veo3 video prompts manually).

Learn about swapping to Regular Mode here:

Canvas Navigation in Agent Mode | Flowith Official Document

Frame Your Prompt

Deliverable Webpage

Create a modern, mobile-friendly webpage that includes:
1. A large headline with a short subheading at the top.
2. Three sections to show off different features or benefits.
3. A rotating testimonial section with customer quotes.
4. A contact form with name, email, and message fields.
5. A top menu that stays visible while scrolling.

The design should feel modern, easy to read, with soft colors, smooth layout, and clear sections that feel inviting and professional.

Sales Report with Visuals

Generate a professional sales report from the attached file that includes:
1. A title and short summary at the top.
2. A clean line graph showing sales by month for the past year.
3. A table breaking down totals by product category.
4. A short paragraph analyzing trends or seasonal patterns.
5. A bullet list of recommended next steps based on the data.

The report should look clean and organized, with clear labels, legible fonts, and soft colors that make the visuals easy to read in a presentation.

3D Model of a Product

Create a realistic 3D model of a reusable water bottle based on this description:
- Made of stainless steel with a matte finish
- Has a flip-open lid with a locking mechanism
- Includes a measurement scale on the side
- Slightly curved ergonomic shape

The model should be clean and well-proportioned, suitable for use in a product showcase or digital mockup. 

You can also Swap to Prompt Enhance mode via the Agent Mode toggle button on the input prompt field located at the bottom of the canvas and enhance your prompts with Claude 4 Opus.

Explore our catalog of Flows developed from users like you here:

flowith 2.0 - Your AI Creation Workspace, with Knowledgeflowith

Quick Start

Pick Your Mode

- **Neo (Agent Mode)** when you need automated, stateful, tool-integrated workflows.
    
- **Regular Mode** when you’re prototyping, brainstorming, or need specialized, one-off guidance.
    

2. Use the Right Keyword

- Include **“webpage”** for Neo-driven deliverables.
    
- Include Keywords like **“visualize sales trends”**, **“build performance dashboard”**, or **“generate executive report”** to ensure Neo delivers structured, actionable results tailored to your objective
    

3. Run & Refine

- Start with the concise examples.
    
- Include file names, tool names, or formatting instructions to tailor Neo’s output to your exact needs.