A linguistic linter for Traditional Chinese (zh-TW)
C-Rank Grade: S (Elite) - 74/100
External PR Merge Rate: 97%
Response Time: <1h
First Timer Success: 100%
sysprog21/zhtw-mcp has a recorded first-timer success rate of 100.0%. Repositories ranked S typically provide actionable feedback during code reviews and actively nurture new community contributors.
Maintainers in sysprog21/zhtw-mcp respond to incoming external pull requests in approximately 0.9 hours on average. Keeping PRs focused on single tasks and ensuring tests pass helps maintainers review faster.
The C-Rank™ system evaluates GitHub projects on a 0–100 scale using real data: PR merge rates, review turnaround time, active maintainer presence, and first-time contributor success. A score of 73.6 places sysprog21/zhtw-mcp in the S tier.
The external contributor pull request merge rate for sysprog21/zhtw-mcp is 97.0%, based on public PR activity from non-core contributors.
sysprog21/zhtw-mcp does not currently have active "good first issue" tags indexed, but accepts external contributions through standard GitHub issue tracking.
Highly welcoming maintainers in sysprog21/zhtw-mcp. Prompt code reviews with positive guidance for new contributors.
Discussions in sysprog21/zhtw-mcp focus heavily on practical implementation feedback, code formatting standards, and issue reproduction details.
Unlinked PRs without issue context and changes that fail automated test suites face the highest review friction.
Average Response Latency
Tracks hours until a maintainer leaves a review, comment, or PR response.
External Acceptance Rate
Percentage of community pull requests successfully merged into main.
First PR Conversion
Rate at which developers submitting their first repository PR succeed.
Show contributors that your repository actively reviews and merges external pull requests.
[](https://getmerged.abhishekco.de/sysprog21/zhtw-mcp?utm_source=github&utm_medium=badge)
Historical health & responsiveness evolution
External PR acceptance
First PR success rate
50% receive response in
90% receive response in
Maintainer review activity heatmap & prime window prediction
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Detected: UTC
Maintainers are most responsive around 08:00 UTC (08:00 UTC in your timezone). Recommended submission window is Tuesday - Thursday from 14:00 to 18:00 UTC (14:00 - 18:00 UTC local).
Maintainer Strategy: Maintainer Sweet Spot: PRs under 150 lines merge in ~4 hours (96% approval). Large PRs (>500 lines) take ~4 hours (44% approval). Keep your diff compact for rapid review.
After installing and using this project for a while, I have a question. My understanding is that the project is heading in the direction of a linter, but as a user, what I really want is for this tool to automatically check and correct AI output before every response — a seamless experience with no manual steps. I noticed that docs/mcp.md already has a prompt that achieves this, and src/mcp/setup.rs has subcommands that generate platform-specific instructions files. However, these all require users to discover and configure them on their own, and there is no clear guidance in the README. Most users who rely on AI do not realize that the Chinese output of current AI models needs correction, and the AI itself does not know it is producing non-standard vocabulary either. If the MCP Server could work automatically after installation, it would greatly lower the barrier and reach the users who are unconsciously adopting incorrect terminology. This led me to research how MCP tools can be tr
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When evaluating whether to contribute to sysprog21/zhtw-mcp, response velocity and maintainer engagement are crucial. GetMerged continuously tracks pull request trajectories, first-comment latency, and code review rounds to help developers avoid submitting pull requests to backlogged repositories.
Currently, maintainers of sysprog21/zhtw-mcp acknowledge new external contributions in approximately <1 hour. Out of all submitted pull requests from non-core authors in the last 180-day window, 97.0% were successfully merged into the primary branch.
sysprog21/zhtw-mcp has a recorded first-timer success rate of 100.0%. Repositories ranked Elite typically provide actionable feedback during code reviews and actively nurture new community contributors.
The initial maintainer response time averages ~<1 hour. Keeping PRs scoped to single concerns and ensuring CI checks succeed will optimize review turnaround.
The C-Rank™ index scores repositories on a 0 to 100 scale using an objective formula: external PR merge rates, initial response speed, active maintainer count, and first-time contributor retention. A score of 73.6 places sysprog21/zhtw-mcp in the Elite tier.
The external pull request merge rate is 97.0%. GetMerged isolates non-core community contributions so external developers get an accurate benchmark of PR acceptance probability.
sysprog21/zhtw-mcp does not have open beginner labels indexed currently, but external PRs for bugs and documentation improvements are evaluated via normal issue triage.
All metrics displayed for sysprog21/zhtw-mcp are automatically retrieved via the public GitHub API and recalculated daily. Insider pull requests submitted by repository owners or organization members are excluded from merge rate calculations to preserve objective external contributor statistics.