VicBilibily/GCMP - Open Source PR Review Scorecard

通过集成国内主流原生大模型提供商,为开发者提供更加丰富、更适合本土需求的 AI 编程助手选择。 目前已内置支持 智谱AI、MiniMax、MoonshotAI、DeepSeek、阿里云百炼、快手万擎、火山方舟、腾讯云、Xiaomi MiMo、百度千帆、阶跃星辰、蚂蚁百灵 等原生大模型提供商。 此外,扩展插件已适配支持 OpenAI 与 Anthropic 的 API 接口兼容模型,支持自定义接入任何提供兼容接口的第三方云服务模型。

C-Rank Grade: A (Welcoming) - 60/100

External PR Merge Rate: 77%

Response Time: 18h

First Timer Success: 88%

Frequently Asked Questions

Is VicBilibily/GCMP welcoming to first-time open-source contributors?

VicBilibily/GCMP has a recorded first-timer success rate of 87.5%. Repositories ranked A typically provide actionable feedback during code reviews and actively nurture new community contributors.

How fast can I expect code review feedback on my pull request?

Maintainers in VicBilibily/GCMP respond to incoming external pull requests in approximately 18.3 hours on average. Keeping PRs focused on single tasks and ensuring tests pass helps maintainers review faster.

What does the 60.0 C-Rank™ score (A Tier) represent?

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 60.0 places VicBilibily/GCMP in the A tier.

What is the external contributor pull request merge rate for VicBilibily/GCMP?

The external contributor pull request merge rate for VicBilibily/GCMP is 76.6%, based on public PR activity from non-core contributors.

Are there Good First Issues available in VicBilibily/GCMP?

VicBilibily/GCMP does not currently have active "good first issue" tags indexed, but accepts external contributions through standard GitHub issue tracking.

VicBilibily
VicBilibily/GCMPAWelcoming424
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VicBilibily

VicBilibily/GCMP

424
AWelcoming(60/100)TypeScript

通过集成国内主流原生大模型提供商,为开发者提供更加丰富、更适合本土需求的 AI 编程助手选择。 目前已内置支持 智谱AI、MiniMax、MoonshotAI、DeepSeek、阿里云百炼、快手万擎、火山方舟、腾讯云、Xiaomi MiMo、百度千帆、阶跃星辰、蚂蚁百灵 等原生大模型提供商。 此外,扩展插件已适配支持 OpenAI 与 Anthropic 的 API 接口兼容模型,支持自定义接入任何提供兼容接口的第三方云服务模型。

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AI Maintainer Review Guidelines

Review Persona

Empathetic Technical Mentor

Warmth Score
8.0/10
Patience Score
8.4/10
Nitpick Rate
25%

Highly welcoming maintainers in VicBilibily/GCMP. Prompt code reviews with positive guidance for new contributors.

Top PR Submission Do's

  • Ensure code complies with the project coding style
  • Keep PRs scoped to a single concern
  • Include context and link to the related issue

Top PR Friction Pitfalls (Don'ts)

  • Do not submit PRs without linking an issue
  • Do not break existing tests without fixing them
  • Do not mix unrelated refactors in a single PR
Response Velocity
18 hours
Standard maintainer review cycle

Average Response Latency

Tracks hours until a maintainer leaves a review, comment, or PR response.

Merge Efficiency
76.6%
High acceptance rate for external PRs

External Acceptance Rate

Percentage of community pull requests successfully merged into main.

First-Timer Success
87.5%
Strong first-timer PR acceptance rate

First PR Conversion

Rate at which developers submitting their first repository PR succeed.

Active Maintainers
10 core
Highly collaborative maintainer core
Diagnostic Health HUD
76.6%
Merge Gauge
87.5%
1st-Timer
Community Vibe73/100

Embed C-Rank Badge

Show contributors that your repository actively reviews and merges external pull requests.

GetMerged C-Rank badge for VicBilibily/GCMP
[![GetMerged C-Rank](https://getmerged.abhishekco.de/api/badge/VicBilibily/GCMP)](https://getmerged.abhishekco.de/VicBilibily/GCMP?utm_source=github&utm_medium=badge)

Active Good First Issues (0)

View on GitHub

No cached good first issues currently tracked for VicBilibily/GCMP.

View all good first issues directly on GitHub

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Contributor Community Vibe Feedback

Rate what actually matters after opening a pull request here.

Have you contributed to this repo?

Rate your first-hand PR experience (review speed, maintainer responsiveness, and onboarding ease) to help other contributors.

3 ratings required
Maintainer helpfulness
Review speed
Beginner friendliness

Contributor Compatibility & Review Speed Analysis for VicBilibily/GCMP

When evaluating whether to contribute to VicBilibily/GCMP, 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 VicBilibily/GCMP acknowledge new external contributions in approximately 18 hours. Out of all submitted pull requests from non-core authors in the last 180-day window, 76.6% were successfully merged into the primary branch.

Frequently Asked Questions - Contributing to VicBilibily/GCMP

01

Is VicBilibily/GCMP welcoming to first-time open-source contributors?

VicBilibily/GCMP has a recorded first-timer success rate of 87.5%. Repositories ranked Welcoming typically provide actionable feedback during code reviews and actively nurture new community contributors.

02

How fast can I expect code review feedback on my pull request?

The initial maintainer response time averages ~18 hours. Keeping PRs scoped to single concerns and ensuring CI checks succeed will optimize review turnaround.

03

What does the 60.0 C-Rank™ score represent?

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 60.0 places VicBilibily/GCMP in the Welcoming tier.

04

What is the external contributor pull request merge rate for VicBilibily/GCMP?

The external pull request merge rate is 76.6%. GetMerged isolates non-core community contributions so external developers get an accurate benchmark of PR acceptance probability.

05

Are there beginner Good First Issues open in VicBilibily/GCMP?

VicBilibily/GCMP does not have open beginner labels indexed currently, but external PRs for bugs and documentation improvements are evaluated via normal issue triage.

GetMerged C-Rank™ Indexing Standard

All metrics displayed for VicBilibily/GCMP 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.