[SSoC26] [Easy] Source Bias Calibration for App-Specific Context Claims

[keepsloading]

SSoC26 Issue Proposal: Source Bias Calibration for App-Specific Context Claims

• Component/Target Repository: Memact/Context
• Status: ✅ Keep

Description

Define default authority ratings per category mapping specific app IDs to category trust multipliers.

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Note: This issue was generated from the Memact open protocol engineering roadmap. Contributor guidelines require that PRs resolving this issue must be linked to a corresponding dummy PR in the Context repository for SSoC26 tracking.

[MamidiDhana]

Hi @keepsloading,
I would like to work on this issue under SSoC'26.
I have reviewed the proposed enhancement and can implement the default authority rating system by mapping app IDs to category-specific trust multipliers. I will ensure the implementation is modular, configurable, and integrates seamlessly with the existing context processing pipeline while maintaining consistency and extensibility.
Kindly assign this issue to me. Thank you!

[keepsloading]

Hi @MamidiDhana! You've been assigned to this issue. Good luck, and feel free to ask questions if you get stuck. 🚀

[keepsloading]

Hey @MamidiDhana, this one is already taken. Check out other open issues in the org tagged SSoC26, there are plenty available. Let me know if you have questions.

[keepsloading]

This issue is already being worked on. Take a look at other open issues tagged SSoC26 across the Memact org. Happy to answer any questions.