Help Wanted

AI Summary: This issue is a beginner-friendly task to add a new video game quote to a JSON file. No coding knowledge is required, and the contribution can be made directly through the GitHub web interface in under a minute. It's an excellent opportunity for new contributors to make their first open-source commit.

AI Summary: This issue is a beginner-friendly task to add a new anime quote to a JSON file. It requires no coding and can be completed in under a minute by forking the repository, editing the `anime-quotes.json` file directly in the browser, and submitting a pull request.

AI Summary: This issue proposes to enhance `CompositeCubeView` by implementing responsibility-aware routing for multi-cube memory systems. Instead of fanning out all operations to every cube, writes and feedback should be routed based on cube responsibility, and search results should preserve cube provenance. The current fan-out behavior will remain as a fallback or fast mode.

AI Summary: This issue discusses the lifecycle management and agent usage of 'Dream memories' generated by a system. It seeks input on how these derived memories should decay, be archived, or be deleted, and how agents should interact with them, considering factors like usefulness, user feedback, and contradictions. The goal is to gather usage patterns and expectations before finalizing maintenance and agent integration strategies.

AI Summary: This issue discusses how to best present "Dream diaries," which are human-readable traces of offline memory consolidation, to users within the MemOS system. It explores various design questions regarding proactive surfacing versus passive access, user control, and stylistic choices, aiming to gather user expectations and use cases before implementation.

AI Summary: This issue discusses potential triggers for the 'Dream CE' feature, moving beyond the current simple accumulation of new memories. It explores various richer signal types like conflict, frequency, and feedback, and poses several questions about how these triggers should function and be implemented. The goal is to identify the most useful signal types for future implementation.

AI Summary: This issue is a call for architectural feedback on the Dream CE module, an early community edition for offline memory consolidation. The developers are seeking input on the current staged pipeline design and its modular components before further implementation, posing several specific questions about the structure, stage boundaries, and extensibility.

AI Summary: This discussion explores whether AI memory systems require a "dreaming" process for offline consolidation, which involves detecting patterns, conflicts, and insights beyond simple summarization. The core challenge is defining the boundary between beneficial reasoning and potentially harmful hallucination or over-interpretation, seeking community input on principles, concerns, and use cases.

AI Summary: This issue is a "Good First Issue" that invites contributors to add a new trivia question to a JSON file. No coding knowledge is required, and the task can be completed directly in the browser by forking the repository, editing the specified JSON file, and submitting a pull request. The question focuses on identifying the Japanese city that hosted the 1998 Winter Olympics.

AI Summary: This issue aims to enhance the clarity of field descriptions within API product models located in `src/memos/api/product_models.py`. The goal is to improve generated API documentation by providing more detailed and concise descriptions for fields that currently lack them, without altering the existing model behavior or validation logic.

AI Summary: This issue requests the creation of a new README file in the `examples/` directory. The purpose of this README is to provide an overview of the available example subdirectories, making it easier for users to discover and understand the provided examples. It should include concise descriptions, guidance on running examples, and links to further documentation.

AI Summary: This issue requests the addition of comprehensive unit tests for the `reranker` module, which currently lacks direct test coverage. The goal is to create tests for base reranker interfaces and all available reranker strategy classes, ensuring they are deterministic and handle expected errors.

AI Summary: This issue proposes adding unit tests for the `mem_feedback` module, which currently lacks test coverage. The goal is to create a new test package in `tests/mem_feedback/` to cover the module's public interfaces and configuration, ensuring it adheres to local logic and avoids external dependencies. The tests should follow the style of existing tests in similar modules and pass using pytest.

AI Summary: This issue requests the translation of several API reference documentation pages from Chinese to English. The specific files to be translated are listed, and the translated versions should be placed in the corresponding English documentation directory. A note is included to correct a leading space in one of the filenames during translation.

AI Summary: This issue requests English translations for existing Chinese documentation of the chat and message APIs. The task involves translating explanatory text while keeping API paths, parameter names, and JSON examples identical to the original Chinese versions. The translated files should be placed in corresponding English directories.

AI Summary: This issue requests the translation of several Chinese API documentation files into English. The goal is to create English equivalents for core API reference documents, ensuring that technical details like endpoint paths, request/response fields, and JSON examples remain unchanged. The translated files should be placed in the corresponding English documentation directory.

AI Summary: This issue requests the translation of existing English documentation for the 'evaluation' section into Chinese. The goal is to create Chinese versions of two specific Markdown files, ensuring that code examples, script paths, and dataset names are preserved exactly, and that relative links remain functional.

AI Summary: This issue requests the translation of five English module documentation files into Chinese. The goal is to create Chinese versions of these documents while maintaining the original structure, code examples, and technical accuracy. The translated files should be placed in the corresponding Chinese documentation directory.

AI Summary: This issue is a beginner-friendly task to add a new Japanese proverb to a JSON file. It requires no coding and can be completed directly in the browser by forking the repository, editing the file, and submitting a pull request. The proverb to be added is '油断大敵' (Yudan taiteki), meaning 'Carelessness is the greatest enemy'.

AI Summary: This issue is a beginner-friendly task to add a new color theme called "Ryokan Evening" to the KanaDojo project. It requires no coding and can be completed entirely through the browser by editing a JSON file, making it ideal for new contributors.

AI Summary: This issue is a "Good First Issue" that requires adding a new Japanese cultural etiquette tip to a JSON file. No coding is involved, and the contribution can be made directly from the browser in under a minute. The task involves forking the repository, editing a specific JSON file, and submitting a pull request.

AI Summary: This issue is a beginner-friendly task to add a new video game quote to a JSON file. It requires no coding and can be completed directly in the browser by forking the repository, editing the JSON file, and submitting a pull request. The quote is for the Onimusha series, spoken by Nobunaga Oda.

AI Summary: This issue is a beginner-friendly task to add a new anime quote to a JSON file. It requires no coding and can be completed directly in the browser by forking the repository, editing the `anime-quotes.json` file, and submitting a pull request. The contribution is designed to be quick and accessible for new open-source contributors.

AI Summary: This issue is a beginner-friendly task to add a new Japanese grammar point, "〜うちに", to a JSON file. It requires no coding experience and can be completed in under a minute by forking the repository, editing the specified file, and submitting a pull request.

AI Summary: This issue proposes adding screenshot functionality to the feedback launcher in Vertex. Users will be able to upload screenshots directly within the feedback dialog, which will be uploaded to Cloudinary using a multi-step API flow. The integration includes UI changes, client-side validation, and robust error handling to ensure feedback submission is not blocked if screenshot upload fails.

AI Summary: This issue is a beginner-friendly task to add a new trivia question about Japan's highest peak to the project's quiz bank. No coding is required, and the contribution can be made directly from the browser by editing a JSON file.

AI Summary: This issue requires adding an "app": "vertex" field to feedback submissions originating from the Vertex platform. The goal is to improve backend analytics and traceability by identifying the source of feedback. The change involves modifying a specific file and function within the codebase.

AI Summary: This issue is a beginner-friendly task to add a new Japanese proverb to a JSON file. No coding knowledge is required, and the contribution can be made directly from the browser in under a minute. The task involves forking the repository, editing a specific JSON file to include the proverb's details, and submitting a pull request.

AI Summary: This issue is a beginner-friendly task to add a new color theme called "Umbrella Rain" to the KanaDojo project. It requires no coding and can be completed entirely through the GitHub web interface by editing a JSON file. The contribution involves forking the repository, adding the theme's details to a specific JSON file, and submitting a pull request.

AI Summary: This issue requires the implementation of a new dedicated download page for the Vertex Desktop application. The page should follow a modern design inspired by Cursor, while adhering to the AirQo design system and theme. Key requirements include a hero section with a prominent download button, platform information, feature highlights, and dynamic download logic for the Windows executable.