The goal of Gist is to reduce cognitive overload and make sure daily life task management easy.
Gist is an agentic task management system that solves the problem of cognitive overload by using AI to extract, prioritize, and present actionable information.
You can use Gist for:
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Smart Task Management:
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Task Extraction: Gist automatically discovers tasks from your digital communications like emails, eliminating the need for manual entry
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Intelligent Prioritization: Tasks are scored and prioritized based on their relevance to you
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AI-powered Organization:
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Dynamic Relevance Scoring: Gist uses AI models to calculate task relevance in real-time based on user feedback
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Automated Email Processing: Integration with Nylas allows Gist to analyze your email communications and extract actionable items
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Personalized Experience: The system learns your preferences and adapts to your unique work patterns over time
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Cognitive Load Management:
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Tasks are surfaced at the optimal moment, maintaining your cognitive balance
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Gist understands your professional context and the relationships between different tasks
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Stop juggling between different apps and systems - everything important is in one place
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Gist gets smarter the more you use it. Your feedback and interactions help the system learn and adapt to your specific needs.
Watch Gist in action: Product Demo Video
This video shows:
- How tasks are extracted from emails
- How Gist prioritizes tasks
- How you can manage tasks in the app
For installation and setup instructions, see the Setup Guide.
Once running, visit localhost:3000 in your browser.
To start using Gist, follow these simple steps:
- Create an account by signing up with your email
- Connect your email accounts through our secure Nylas integration
- Answer a few questions to help Gist understand your work context
- Review your personalized profile and make any necessary adjustments
- Start managing tasks with Gist's intelligent prioritization
Gist uses a sophisticated mathematical model to score and prioritize tasks:
Where:
- R_i(t): Overall relevance score
- U_i(t): Utility factor (importance/urgency)
- C_i(t): Cognitive cost factor
- α, β: Learning-adjusted scaling parameters
This approach ensures that tasks with high utility and low cognitive cost are surfaced first, helping you work with your brain's natural tendencies rather than against them.
- Email Integration: Gist connects to your email accounts via Nylas to extract tasks automatically
- Domain Inference: The system analyzes your professional context to understand the importance of different tasks
- Dynamic Scoring: Tasks are continuously reprioritized based on changing circumstances and deadlines
- Personalized Experience: Gist learns from your interactions to better serve your specific needs
- Graph-Based Task Model: Tasks and their relationships are modeled as a dynamic graph, allowing for complex dependencies
There are many ways to contribute to Gist:
- Submit bug reports and feature requests
- Submit Pull Requests to improve it
To learn more about how to contribute, please see our contributing guidelines