Help Wanted

AI Summary: The Azure health check in the mcpbr tool times out when executing the `az vm list-skus` command due to a hardcoded 60-second limit. This issue occurs on slower machines or networks, causing the evaluation to fail prematurely. Suggested solutions include increasing the timeout, caching the command's output, or making the quota check a warning instead of a fatal error.

AI Summary: This issue requests the addition of a new color theme named "Golden Kintsugi" to the KanaDojo project. The contributor needs to add the theme's ID and color values to a specific JSON file, following provided instructions for formatting and submission.

AI Summary: Students are confused by the submission interface, mistaking the file count limit for a limit on the number of submissions allowed. The proposed solution involves hiding the file count limit message when not relevant and displaying a prominent warning if the file limit is exceeded before submission.

AI Summary: This issue proposes adding an automated shell script to streamline the process of upgrading Python packages within a virtual environment. The script will handle upgrading core tools, all installed packages, and project-specific packages in editable mode, along with verification steps and colored output for improved user experience.

AI Summary: This issue addresses a violation of project path alias conventions in the backend routes. The file `apps/backend/routes/domains/endpoint.route.ts` incorrectly uses a relative path to import types, which should be replaced with a path alias for better maintainability and consistency. This change will prevent issues when type files are moved and simplify future refactoring.

AI Summary: This issue proposes standardizing the global test control variable name from `window.__TEST_CONTROLS__` to `window.TEST_CONTROLS` across the codebase. This change aims to improve consistency, clarity, and maintainability by aligning with the documented pattern in `docs/TYPESCRIPT_PATTERNS.md`.

AI Summary: This issue is a "good first issue" that asks a contributor to add a new Japanese grammar point, "〜ようにする" (meaning "make an effort to..."), to a JSON file. The task involves editing a specific file, adding a string to an array, and submitting a pull request with a predefined title and issue linking.

AI Summary: This issue requests the addition of explanatory text, likely in a dropdown or tooltip, to clarify the differences between the t-SNE and UMAP dimensionality reduction techniques. The goal is to provide users with a better understanding of these algorithms within the project's interface.

AI Summary: This issue proposes adding a new example to the Hive project that demonstrates how agents can handle failures by adapting their state and retrying. The goal is to provide a clear, end-to-end demonstration for new users to understand Hive's self-healing capabilities without needing to delve into complex code.

AI Summary: This issue is a request to triage the "pysfcgal" project by collecting relevant information and documenting it in a parent issue (#2051). The process involves following the contributing guide and creating sub-tasks for each deliverable.

AI Summary: This issue is a "good first issue" that requests the addition of a new trivia question about the Gion Matsuri festival to a JSON file. The instructions clearly outline the steps to locate the file, add the provided JSON object, and submit a pull request.

AI Summary: This issue is a "good first issue" that asks contributors to add a new Japanese proverb to a JSON file. The task involves opening a specific file, adding a new proverb object with its Japanese, Romaji, English translation, and meaning, and then submitting a pull request. The instructions are very clear and the estimated time is less than a minute.

AI Summary: This issue is a "good first issue" that asks contributors to add a new, interesting cultural fact about Japan to a JSON file. The fact to be added is "The word 'okage-sama de' (おかげさまで) means 'thanks to you' but implies gratitude to unseen forces and luck too." The instructions clearly outline the steps for adding this fact and submitting a pull request.

AI Summary: This issue requests the addition of a new color theme named "Tsuyu Drizzle" to the KanaDojo project. The contributor needs to add the theme's details, including its ID and color values, to the `community-themes.json` file and submit a pull request.

AI Summary: The user is experiencing a random bug while scrolling through YouTube Shorts in Chrome, which started on February 1, 2026. They have confirmed that errors appear in the browser console and have provided the version of the ImprovedTube extension they are using.

AI Summary: The maintainer is overwhelmed by a large volume of spam, bot, and scam issues, which has led to a loss of motivation. They are seeking a "triage maintainer" to filter out this junk and flag genuine issues, allowing the maintainer to focus on development and potentially leverage AI for project acceleration.

AI Summary: The `sample_size` parameter in the benchmark tool is deterministically selecting the same tasks on each run, rather than a random subset. This is likely due to a fixed ordering or an unexposed random seed. The suggested fix involves using `random.sample` with an optional, configurable `random_seed` for reproducibility.

AI Summary: This issue proposes adding support for 'blind append' transactions, which are write operations that only add new data without reading existing table state. This feature aims to improve conflict resolution, auditability, and optimization by allowing concurrent commits and enabling downstream systems to identify independent writes. The implementation involves adding a `set_is_blind_append` method to the `Transaction` API and validating that the transaction adheres to blind append semantics, drawing inspiration from Delta-Spark's implementation.

AI Summary: This issue is a "good first issue" that asks contributors to add a new trivia question about Japanese castles to a JSON file. The task involves opening a specific file, adding a new JSON object with the question and answers, and then submitting a pull request.

AI Summary: This issue is a "good first issue" that asks contributors to add a new Japanese proverb to a JSON file. The task involves opening a specific file, adding a provided proverb object to the end of an array, and submitting a pull request with specific instructions.

AI Summary: This issue is a "good first issue" asking contributors to add a fun fact about Japan to a JSON file. The fact concerns smart toilets and their health-analyzing capabilities. The instructions clearly outline the steps to add the fact, commit, and submit a pull request.

AI Summary: This issue requests the addition of a new color theme named "Shoji Glow" to the KanaDojo project. The task involves modifying a JSON file to include the theme's ID and color values, followed by submitting a pull request.

AI Summary: This issue identifies unused and unexported dead code in `packages/endpoint/src/internal-mcp-manager.ts`. The `InternalMCPManagerAdapter` class is not imported or used anywhere in the project, violating the principle of "do not add entities if not necessary." Additionally, an example file uses a deprecated API.

AI Summary: The CLI's task filtering flags (`--task`/`-t`) are not being passed to remote Azure infrastructure when running evaluations. This causes the remote VM to ignore the specified task filters and run a default set of tasks instead of the intended ones. The issue stems from the remote command construction not including these CLI-only parameters.

AI Summary: This issue is a "good first issue" requesting the addition of a new Japanese grammar point explanation to a JSON file. The task involves opening a specific file, adding a new string to an array, ensuring correct formatting with a comma, and submitting a pull request with a specific title and issue closing link.

AI Summary: This issue proposes a new feature to simplify agent deployment by introducing a one-click deployment workflow and an optional hosted runtime environment. The goal is to reduce infrastructure friction, improve onboarding, and make the platform more accessible to a wider audience, including non-developers and enterprise users.

AI Summary: This issue proposes the development of a new dashboard to translate technical AI agent metrics into business-relevant Key Performance Indicators (KPIs) and financial outcomes. The goal is to provide non-technical stakeholders with clear insights into ROI, time savings, and scalability, thereby facilitating enterprise adoption and data-driven decision-making regarding AI investments.

AI Summary: The `inputSchema` type definition is inconsistent between the `packages/endpoint` and `packages/mcp-core` packages. This discrepancy forces the use of `as any` in `packages/endpoint/src/internal-mcp-manager.ts` to bypass type checking, potentially leading to runtime errors and impacting cross-package type safety.