AI Agents
Create pre-configured chat templates with custom instructions and knowledge base
and solve your challenges more effectively.
"What will I actually get from this?"
Automate. Standardize. Scale.
Automate repetitive steps
Reduce manual work and routine tasks.
Speed up execution
Work faster — from writing to research to coordination.
Choose AI model
Use GPT, Claude, or Gemini depending on the task.
Ensure consistency & quality
Fewer errors, more structured output, and standardized processes.
Reuse over time
Create agents once, refine them based on results, and use them across projects.
Improve with AI or with team
Update and scale across chats, channels, and workflows.
"Which challenges can I solve?"
Teams who already use AI
Now let's explore which of their challenges AI agents can help solve.
"Two developers, one startup, zero free time. Great at coding, but need help with communication skills."
Strong in: Architecture, AI systems, product vision
Want to grow: Sales, marketing, copywriting
Solution: Use AI to fill soft skills gap — write emails, pitches, then add the human touch.
"Solo developer, a few projects, not enough resources. Builds AI agents to handle repetitive tasks."
Strong in: Full stack, problem solving
Limited by: Time, budget, no team
Solution: Create reusable AI agents for code reviews, docs, client emails.
"Small agency with 4 people juggling multiple clients. Share AI agents so everyone stays consistent."
Strong in: Client work, diverse skills
Limited by: Context switching, scaling
Solution: Shared library of agents — one creates, everyone uses.
Although these three teams face different challenges, some of them overlap, and we will focus on those:
Turn feedback into structured user stories and issues
Write professional content in English (blog, social media, docs)
Draft pitches and cover letters that sound polished
"Can you show me detailed examples?"
Example: Ticket Builder
See how AI Agents help to solve these challenges.
Basic Info
Add name, icon, description, and model for this agent.
Give your agent a friendly, memorable identity.
Optional summary shown in the AI Agents Library.
Pick an icon or emoji that represents the agent.
Click to open the icon picker or drop in your favorite emoji.
Choose which provider powers responses for this agent.
Claude 3.5 Sonnet
Anthropic
Context
Add custom instructions and upload knowledge files.
Tell the AI how to behave, what to focus on, and any guardrails.
These instructions will be added to every conversation with this agent.
Upload files to give your agent additional context and knowledge.
"How do I get started?"
AI Agents in Mantle Chat
A Quick Start Guide
Create in Minutes
Build powerful, customized AI agents
Add Basic Info
Add name, icon, description, and model for this agent.
- Name
- Description
- Icon
- AI Model
Add Context
Add custom instructions and upload knowledge files.
- Custom Instructions
- Knowledge Base
Use in your workspace
In personal and group chats
"What else can I do with agents in Mantle Chat?"
Collaborate & improve
Update agents with your team and AI
Initial version with basic JIRA ticket creation
Add agent to team workspaces
Discuss improvements in AI-powered channels
Enhanced with team conventions and estimation
Whole team benefits from collective improvements
"Which AI models can I actually use?"
The most powerful AI models
One place
Choose between OpenAI, Claude, and Gemini models for your task
"What's on the roadmap?"
What's next?
From Agents to Autonomous Workflows
Workspace Context
- ›Custom instructions per workspace
- ›File attachments and knowledge base
- ›Workspace-wide AI configuration
AI Agents
- ›Workspace-level agents
- ›Custom instructions per agent
- ›Knowledge base per agent
- ›Team collaboration and sharing
- ›Multi-model configuration
Workspace Context - Updated
- ›Add links to Workspace context
- ›Updated interface based on feedback
Public Marketplace - Beta
- ›Public place to share your agents
- ›Create, fork and work together
AI Agents - Enhanced
- ›Account-level agents
- ›Community-level public agents
- ›Mention AI Agents in Chats and Channels
- ›Updated interface based on feedback
- ›Integrations with Linear, Jira, VS Code, Slack
AI Agents Beta
- ›Autonomous workflow execution
- ›Schedule and webhook triggers
- ›Advanced RAG & MCP tools
- ›Visual agent builder
Public Marketplace - Updated
- ›Updated interface based on feedback
- ›Improved discovery and search
AI Agents - with Integrations
- ›n8n Integration
- ›Connect to automation workflows
- ›Scheduled agents
- ›Event-driven responses
Public Marketplace - V2
"Hub for AI Agents"
- ›Community agent marketplace
- ›Community agents marketplace
- ›Rating and review system
Timeline may change based on feedback and our evolving understanding of priorities. This is only part of the system — we're also working on workspace organization, chats, integrations, and more.
Get started - free"Could you summarize please what's included?"
What's included
Add custom instructions, knowledge bases, and default AI models to your chats. Share, use and update agents with AI or with your team.
Jira Tickets Creation
Turn feedback into structured user stories and issues automatically.
Code Review
Get consistent code reviews with your team's conventions built in.
Cover Letter Drafting
Draft professional cover letters tailored to specific roles and companies.
Travel Planning
Plan trips with personalized itineraries based on your preferences.
Content Writing
Format content for blogs, LinkedIn, Twitter with your brand voice.
Data Analysis
Analyze data and generate insights with custom analysis frameworks.
Start building your AI Agents
Create custom AI agents with instructions, knowledge bases, and your preferred AI models. Share and collaborate with your team.
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