frosty-agents

byDeepanshu

SYSTEM ROLE: You are the core AI engine for a website called **“AgentForge”** — a professional, stylish, and free AI Agent Generator platform. Your role is to help users **create, customize, and deploy AI agents** of any type, ranging from **low-level beginner agents** to **high-level advanced agents**. All generated agents must be unique, professional, feature-rich, and future-proof. WEBSITE NAME: AgentForge GOALS: 1. Enable instant generation of AI agents using **named templates** or **fully custom prompts**. 2. Support **all categories of agents**: Writing, Coding, Tutor, Marketing, Life Coach, Creative, Data Analysis, Scheduling, Customer Support, Multi-functional. 3. Provide **low → high level builder**: - **Low Level**: One-click templates, drag-and-drop modules, simple customization. - **High Level**: Full prompt editing, multi-agent orchestration, modular feature selection, structured outputs. 4. Maintain stylish, intuitive, and modern interface guidance. 5. Ensure **free access** without compromising professional-grade results. 6. Maintain **future-ready features**: agent sharing, import/export, AI suggestions for improvement, analytics, modular updates. USER INTERACTION RULES: - Ask clarifying questions before creating complex agents. - Present options clearly for beginner and advanced users. - Allow editing of agent personality, tone, and behavior. - Provide optional live previews before finalizing agents. - Offer suggestions for additional modules or capabilities. - Ensure safety and legality of all generated agents. NAMED AGENT TEMPLATES: 1. **LexiWriter** – Writing Assistant AI - **Purpose:** Helps with professional, creative, or technical writing. - **Capabilities:** Grammar correction, content creation, summaries, editing suggestions, multiple tone options. - **Behavior:** Concise, professional, and helpful. - **User Level:** Beginner → Prebuilt templates, Advanced → Full prompt customization. 2. **CodeSage** – Coding & Debugging AI - **Purpose:** Assists with programming, debugging, and code optimization. - **Capabilities:** Multi-language support, explanations, test case generation, performance improvement. - **Behavior:** Clear step-by-step instructions, explains errors, provides working code snippets. 3. **TutorGenius** – Tutor AI - **Purpose:** Teaches subjects at any level with practice problems and examples. - **Capabilities:** Concept explanation, exercises, feedback, adaptive difficulty. - **Behavior:** Patient, adaptive to skill level, structured teaching. 4. **MarketMind** – Marketing & Business AI - **Purpose:** Generates strategies, copywriting, audience analysis, campaign plans. - **Capabilities:** Campaign design, KPI suggestions, conversion optimization, market insights. - **Behavior:** Professional, actionable, results-focused. 5. **LifePilot** – Life Coach AI - **Purpose:** Helps users set goals, track progress, plan routines, improve productivity. - **Capabilities:** Goal breakdown, actionable steps, scheduling, reminders, motivational strategies. - **Behavior:** Practical, concrete advice, no filler or generic motivational quotes. 6. **PlannerPro** – Scheduler / Planning AI - **Purpose:** Organizes tasks, schedules, deadlines, and time-blocking. - **Capabilities:** Prioritization, calendar generation, conflict management, reminders. - **Behavior:** Clear and actionable scheduling output. 7. **SupportBot** – Customer Support AI - **Purpose:** Provides user support, troubleshooting, and escalation steps. - **Capabilities:** Billing support, product guidance, FAQs, issue resolution workflows. - **Behavior:** Polite, patient, easy-to-understand instructions. 8. **IdeaSpark** – Creative Brainstorm AI - **Purpose:** Generates ideas for products, content, stories, campaigns. - **Capabilities:** 10+ idea generation, top 3 highlights, categorization, reasoning for selection. - **Behavior:** Creative, diverse, adaptive to constraints. 9. **DataWizard** – Data Analysis AI - **Purpose:** Processes data, generates insights, charts, and summaries. - **Capabilities:** Analysis plan, code generation (Python, SQL), structured output, visualization. - **Behavior:** Accurate, structured, data-driven. 10. **ShopAdvisor** – Product Recommendation AI - **Purpose:** Suggests products based on needs, budget, and constraints. - **Capabilities:** Pros/cons comparison, 3–5 options, buying guidance. - **Behavior:** Clear, user-friendly, actionable advice. OUTPUT & MODULE STRUCTURE: - Beginner: Ready-to-use named agent with minimal setup. - Advanced: Full prompt customization, module addition, multi-agent orchestration. - Exportable: JSON config or downloadable agent package. - Optional features: Analytics, community sharing, AI suggestions, update modules. SAFETY & PROFESSIONALISM: - Ensure all agents provide accurate, safe, and professional outputs. - No unsafe, illegal, or harmful outputs. - Maintain stylish and unique personalities for each agent. END SYSTEM ROLE.

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System Requirements

System Requirement Document

System Requirements Document (SRD)

Project Name: Frosty-Agents

1. Introduction

Welcome to the System Requirements Document (SRD) for Frosty-Agents, a cutting-edge platform designed to empower users in creating, customizing, and deploying AI agents tailored to their needs. This document outlines the functional and non-functional requirements, user personas, design concepts, and technical specifications to ensure the successful development and deployment of Frosty-Agents.

This project is being developed for Deepanshu, based in India (IN), and will incorporate locale-specific defaults such as IST timezone, INR currency, and culturally relevant design elements where applicable.

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2. System Overview

Frosty-Agents is envisioned as a professional, stylish, and intuitive platform that enables users to generate AI agents for various purposes, ranging from beginner-level assistants to advanced multi-functional agents. The system will support:

  • Instant agent generation using templates or custom prompts.
  • Modular customization for advanced users.
  • Future-ready features such as agent sharing, analytics, and modular updates.

The platform will cater to users of all expertise levels, ensuring accessibility for beginners while providing robust tools for advanced users.

3. Functional Requirements

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As story points:

  • As a User, I should be able to generate AI agents using prebuilt templates.
  • As a User, I should be able to customize AI agents with modular features.
  • As a User, I should be able to preview agent behavior before finalizing.
  • As a User, I should be able to export agents in JSON format or as downloadable packages.
  • As a User, I should be able to share agents with the community.
  • As a User, I should be able to view analytics and suggestions for improving agents.
  • As an Admin, I should be able to manage templates, modules, and user accounts.
  • As an Admin, I should be able to ensure the safety and legality of all generated agents.

4. User Personas

1. Beginner User

  • Description: Users with minimal technical expertise who want ready-to-use AI agents.
  • Needs: Simple templates, drag-and-drop customization, intuitive interface.
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2. Advanced User

  • Description: Technically proficient users who want full control over agent customization.
  • Needs: Prompt editing, multi-agent orchestration, modular feature selection.

3. Admin

  • Description: Platform administrators responsible for managing templates, modules, and user accounts.
  • Needs: Tools for monitoring user activity, ensuring safety, and updating features.

5. Visuals Colors and Theme

Unique Color Palette for Frosty-Agents:

  • Background: #F0F8FF (Alice Blue)
  • Surface: #E6E6FA (Lavender)
  • Text: #2F4F4F (Dark Slate Gray)
  • Accent: #4682B4 (Steel Blue)
  • Muted Tones: #B0C4DE (Light Steel Blue)

This palette reflects a frosty, professional aesthetic while maintaining a modern and approachable feel.

6. Signature Design Concept

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Interactive Frosted Glass Interface

The homepage of Frosty-Agents will feature a frosted glass aesthetic with dynamic, interactive elements. Users will be greeted by a floating 3D cube that rotates to showcase different agent categories (e.g., Writing, Coding, Tutor, etc.).

Key Features:

  • Dynamic Frosted Glass Panels: Each section of the homepage will have semi-transparent panels with subtle animations that mimic frost spreading across glass.
  • Interactive Cube: Hovering over the cube will reveal agent categories, and clicking on a face will expand into detailed options for that category.
  • Micro-Interactions: Buttons and icons will have a frosty shimmer effect when hovered over.
  • Time-Based Color Shifts: The background will subtly shift hues based on the time of day (e.g., cooler tones at night, warmer tones during the day).
  • Live Previews: Users can interact with live previews of agents directly on the homepage, with animations showcasing their capabilities.

This design will make Frosty-Agents visually unforgettable while ensuring functionality and ease of use.

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7. Non-Functional Requirements

  • Performance: The system must load pages within 3 seconds under normal conditions.
  • Scalability: Support up to 10,000 concurrent users.
  • Security: Ensure data privacy and protection against unauthorized access.
  • Accessibility: Comply with WCAG 2.1 standards for accessibility.
  • Localization: Support IST timezone and INR currency for Indian users.

8. Tech Stack

Frontend:

  • React for Web

Backend:

  • Python
  • FastAPI

Database:

  • MySQL (preferred) or MariaDB with Alembic for migrations
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AI Models:

  • GPT 5.4 for user-friendly responses
  • Claude 4.6 Opas for academic or coding work
  • Gemini 3.1 Pro for friendly responses
  • Google Nano Banana for image generation

AI Tools:

  • Litellm for LLM Routing
  • Langchain

Local Orchestration:

  • Docker
  • Docker-Compose

Server-Side Orchestration:

  • Kubernetes

9. Assumptions and Constraints

Assumptions:

  • Users will have access to stable internet connections.
  • The platform will primarily target web users, with mobile compatibility as a secondary focus.
  • AI models will be updated periodically to ensure cutting-edge performance.
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Constraints:

  • The system must comply with Indian data protection laws.
  • Free access must be maintained without compromising quality.
  • The frosted glass interface may require high-performance devices for optimal rendering.

10. Glossary

  • AI Agent: A software entity powered by artificial intelligence designed to perform specific tasks.
  • Template: Prebuilt configurations for generating AI agents quickly.
  • Module: A customizable feature or functionality that can be added to an AI agent.
  • JSON: JavaScript Object Notation, a lightweight data format used for configuration files.
  • WCAG: Web Content Accessibility Guidelines, standards for making web content accessible to people with disabilities.

This SRD provides a comprehensive blueprint for Frosty-Agents, ensuring clarity and alignment with Deepanshu's vision. Let me know if there are additional refinements or features you'd like to include!

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No completed page designs yet.

Completed design pages will appear here when they are ready to preview.

No user flows yet.

The User Flow Agent will generate per-persona navigation diagrams after SRD updates.

No completed page designs yet.

Completed design pages will appear here when they are ready to preview.

No user flows yet.

The User Flow Agent will generate per-persona navigation diagrams after SRD updates.