Predictive Error Prevention System

[mikejmorgan-ai]

Description

Predict and prevent installation failures before they happen using AI analysis.

Requirements

• Pre-installation compatibility checks
• Predict common failure scenarios
• Warn user before attempting risky operations
• Suggest preventive actions
• Learn from past failures
• Historical failure analysis

Acceptance Criteria

• Checks compatibility before install
• Predicts likely failure scenarios
• Warns user with specific risks
• Suggests preventive measures
• Learns from failure patterns
• Integration with LLM for prediction
• Unit tests included (>80% coverage)
• Documentation with prediction examples

Example Usage

$ cortex install cuda-12.0
⚠️  Potential issues detected:

High Risk:
   - Your kernel (5.4.0) is incompatible with CUDA 12.0
   - Requires kernel 5.10+
   
Recommendation:
   1. Update kernel to 5.15+ first
   2. Then install CUDA 12.0
   
Continue anyway? [y/N]: n

$ cortex install linux-kernel-5.15
✓  Kernel updated
$ cortex install cuda-12.0
✓  No compatibility issues detected
✓  Installing CUDA 12.0...

Skills: Python, ML/prediction, system compatibility
Bounty: $25 upon merge
Priority: Medium

[mikejmorgan-ai]

🎯 Closing for MVP Focus

This issue is being closed to help the team focus on MVP-critical features (#1-45).

This is NOT abandoned - it's an important feature we'll revisit after MVP completion.

Timeline:

• Now (Nov-Dec 2024): Focus on MVP (Issues Build LLM integration layer for command interpretation #1-45)
• January 2025: Reopen post-MVP features
• February 2025: Seed funding round

Want to work on this anyway?
Comment below and we can discuss! We're always open to great contributions.

Tracking: Labeled as post-mvp for easy filtering when we reopen.

Thanks for understanding! 🚀

— Mike (@mikejmorgan-ai)

[Anshgrover23]

@pratyush07-hub Are u up for this one ?

[pratyush07-hub]

@Anshgrover23 , I’m just checking the issue right now. I’ll need a little time to think through the approach, and I’ll let you know soon.

[pratyush07-hub]

@Anshgrover23 I’ve reviewed the issue and I’m good to go now. please assign it to me.

[pratyush07-hub]

Before I begin, could you please confirm whether this is already planned, and that it won’t be handed off to the core team or moved to another repo?

[Anshgrover23]

@pratyush07-hub That's why i have pinged you, I respect that you eagerly wanted to contribute, assigning you also this will not be shifted to core-team.
But remember to follow all contribution guidelines ( i.e. add a video in pr description, AI usage, tests file, docs file need to include in PR and atlast address every coderabbit comments.).

[pratyush07-hub]

@Anshgrover23 Thanks for the confirmation. I’ll follow all the contribution guidelines and start working on it now.

[pratyush07-hub]

Hey @Anshgrover23
I wanted to ask if there is a way for me to continue contributing to this change in the new repository, or if my commits from PR #657 and PR #644 will be referenced there.

I have spent a good amount of time working on these PRs, and I am completely open to modifying or adapting the work as per the core repo’s requirements