Help Wanted

AI Summary: This issue is a beginner-friendly task to add a new anime quote to a JSON file. It requires no coding or local setup, and can be completed directly in the browser by forking the repository, editing the `anime-quotes.json` file, and submitting a pull request. The quote is for "Lero lero lero lero." from JoJo's Bizarre Adventure.

AI Summary: The ConfigManager class in `packages/config/src/manager.ts` is too large and complex, violating the Single Responsibility Principle. It handles numerous unrelated tasks including file management, event emission, path parsing, and various configuration types (MCP, tools, connection, ModelScope, CustomMCP). The proposed solution is to refactor it into smaller, specialized manager classes.

AI Summary: This issue is a beginner-friendly task to add a new Japanese grammar point, "〜でしょう", to a JSON file. It requires no coding or setup and can be completed in under a minute by forking the repository, editing the JSON file directly in the browser, and submitting a pull request.

AI Summary: This issue identifies a code consistency problem where the core `apps/backend/lib/mcp/` module directly uses the generic `Error` class instead of the project-defined `MCPError` class. This leads to inconsistent error handling, difficulty in unified processing and logging, and reduced maintainability. The proposed solution involves importing `MCPError` and replacing generic `Error` instances with specific `MCPError` types.

AI Summary: The "dashboard" page is currently non-functional and needs to be temporarily hidden from the main menu. This issue is intended for new contributors and requires implementing an "Easter egg" component to conceal the dashboard link. Adjustments to existing tests will also be necessary.

AI Summary: This issue is a "Good First Issue" task to add a new trivia question to a JSON file. It requires no coding, setup, or cloning of the repository, and can be completed in under a minute directly from the browser. The user needs to fork the repository, edit a specific JSON file to include the new question and its answers, and then submit a pull request.

AI Summary: This feature request proposes adding simple usage logging to Nanobot to track token consumption and estimated costs for users employing custom gateways or paid API providers. The logging would capture usage data from API responses, store it in a dedicated file with key metrics like timestamps, tokens, and model used, and be optional and lightweight.

AI Summary: This issue is a "Good First Issue" that invites contributors to add a new Japanese proverb to a JSON file. The task is designed to be extremely simple, requiring no coding or local setup, and can be completed in under a minute directly from the browser. It's an excellent opportunity for beginners to make their first open-source contribution.

AI Summary: The `@discordjs/opus` dependency is redundantly declared in three separate `package.json` files within the monorepo, violating the DRY principle. This increases maintenance overhead and risks version inconsistencies. The recommended fix is to remove the redundant declarations from the sub-packages and keep it only in the root `package.json`.

AI Summary: This issue is a beginner-friendly task to add a new fun fact about Japan to a JSON file. It requires no coding setup and can be completed in under a minute by editing the file directly in the browser and submitting a pull request.

AI Summary: This issue is a beginner-friendly task to add a new color theme called "Samurai Steel" to the KanaDojo project. It requires no coding or local setup, and can be completed entirely through the GitHub web interface in under a minute by editing a JSON file.

AI Summary: This issue is a "Good First Issue" that requires adding a new Japanese cultural etiquette tip to a JSON file. No coding or setup is needed, and the task can be completed in under a minute directly from the browser. It's designed for absolute beginners and Hacktoberfest participants.

AI Summary: This issue identifies leftover `console.log` statements in `packages/tts/src/client/TTS.ts` that violate the project's logging standards. These logs should either be removed or replaced with the project's unified `Logger` to maintain code quality and prevent potential performance impacts in production.

AI Summary: This issue is a "Good First Issue" for beginners to contribute to an open-source project. The task involves adding a new anime quote to a JSON file, requiring no coding or local setup, and can be completed in under a minute directly through the browser. The quote is from Attack on Titan and includes its Japanese, Romaji, and English translations, along with the anime and character names.

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

AI Summary: This issue is a beginner-friendly task to add a new trivia question about a Japanese city to a JSON file. It requires no coding or setup, can be completed in under a minute directly in the browser, and involves forking the repository, editing a JSON file, and submitting a pull request.

AI Summary: The `test_discrete_pmf_plotting` test is failing due to an `AssertionError` indicating that the plot is not showing the expected number of support points. The test expects 5 support points but is only finding 3, suggesting an issue with how the `pmf` plotting method is rendering discrete probability mass functions.

AI Summary: This issue proposes to enhance the scraper's fetch orchestration to dynamically adapt per-source concurrency based on real-time source health signals. The goal is to improve resilience by backing off stressed sources without impacting healthy ones, moving beyond static worker counts to runtime adaptation.

AI Summary: This issue proposes creating a maintainer workflow to streamline the discovery of stable public job payloads from careers websites. The goal is to reduce bottlenecks in adding new sources by providing tooling and a repeatable process for capturing and storing network request/response examples, focusing on public traffic and avoiding authentication bypass.

AI Summary: This issue proposes adding a reusable GraphQL ingestion path to the scraper to handle modern careers sites that use GraphQL instead of REST APIs. The goal is to enable onboarding of more companies and ensure the platform doesn't miss relevant job roles by providing a flexible, config-driven solution that normalizes GraphQL data into the existing job schema.

AI Summary: This issue proposes enhancing the generated health output to include a summary of HTTP failure categories per source. This will aid in faster triage of common HTTP errors like 403, 404, 422, and 429 by providing a compact breakdown, rather than requiring manual log reconstruction. The solution should be static-site friendly and maintain backward compatibility.

AI Summary: This issue proposes adding a per-source cooldown mechanism to prevent repeated hammering of sources that return 403 Forbidden errors. This enhancement aims to conserve requests during a run and better distinguish temporary blocks from permanent failures, with a focus on static, deterministic implementation and clear logging.

AI Summary: This beginner-friendly issue aims to centralize the handling of retryable HTTP status codes within the scraper's fetch paths. The goal is to create a shared helper function to consistently determine whether specific HTTP status codes (like 403, 429, 404, and 5xx) should trigger a retry, backoff, or fail fast. This will improve code clarity and make future integrations safer.

AI Summary: This issue is a "Good First Issue" focused on adding new regression tests for the `DomainConcurrencyLimiter`. The goal is to ensure that the limiter correctly applies concurrency limits to subdomains and suffixes of domains, as well as verifying that unrelated domains are not affected. This task involves writing or extending tests in Python and does not require significant code changes.

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