What does the 11.8 C-Rank™ score (D 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 11.8 places MiaAI-Lab/GLM-5.2-NVFP4-AQLM-Triple-DGX-Sparks in the D tier.

Are there Good First Issues available in MiaAI-Lab/GLM-5.2-NVFP4-AQLM-Triple-DGX-Sparks?

MiaAI-Lab/GLM-5.2-NVFP4-AQLM-Triple-DGX-Sparks does not currently have active "good first issue" tags indexed, but accepts external contributions through standard GitHub issue tracking.

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MiaAI-Lab/GLM-5.2-NVFP4-AQLM-Triple-DGX-Sparks

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

Maintainers in MiaAI-Lab/GLM-5.2-NVFP4-AQLM-Triple-DGX-Sparks respond to incoming external pull requests in approximately 180.5 hours on average. Keeping PRs focused on single tasks and ensuring tests pass helps maintainers review faster.

Q: What is the external contributor pull request merge rate for MiaAI-Lab/GLM-5.2-NVFP4-AQLM-Triple-DGX-Sparks?

The external contributor pull request merge rate for MiaAI-Lab/GLM-5.2-NVFP4-AQLM-Triple-DGX-Sparks is 0.0%, based on public PR activity from non-core contributors.

D•Risky(12/100)Shell

GLM-5.2 NVFP4+AQLM on 3× DGX Spark — 380k context MTP serve stack

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AI Maintainer Review Guidelines

Review Persona

Active Open-Source Maintainer

Warmth Score

7.8/10

Patience Score

8.2/10

Nitpick Rate

20%

Growing Shell project in MiaAI-Lab/GLM-5.2-NVFP4-AQLM-Triple-DGX-Sparks welcoming community pull requests and bug fixes.

Top PR Submission Do's

•Ensure code complies with Shell style conventions
•Keep PRs scoped and well-documented

Top PR Friction Pitfalls (Don'ts)

•Do not submit unlinked PRs without context
•Do not break existing automated test suites

Response Velocity

7 days+

Standard maintainer review cycle

Average Response Latency

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

Merge Efficiency

0.0%

Selective PR acceptance rate

External Acceptance Rate

Percentage of community pull requests successfully merged into main.

First-Timer Success

0.0%

No first-timer merges recorded in window

First PR Conversion

Rate at which developers submitting their first repository PR succeed.

Active Maintainers

1 core

Single maintainer review bottleneck

Diagnostic Health HUD

0.0%

Merge Gauge

0.0%

1st-Timer

Community Vibe0/100

Embed C-Rank Badge

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

[![GetMerged C-Rank](https://getmerged.abhishekco.de/api/badge/MiaAI-Lab/GLM-5.2-NVFP4-AQLM-Triple-DGX-Sparks)](https://getmerged.abhishekco.de/MiaAI-Lab/GLM-5.2-NVFP4-AQLM-Triple-DGX-Sparks?utm_source=github&utm_medium=badge)

90-Day C-Rank Trajectory

6 snapshots

Historical health & responsiveness evolution

9.5/100D

Aug 27

+2.3

Aug 11Range: 7.2 – 10.2 ptsAug 27

PR Acceptance & Review Speed Forecast

Precomputed via Live PR Events

Overall Merge Odds

N/A

External PR acceptance

First-Timer Rate

N/A

First PR success rate

Median Response (p50)

180h

50% receive response in

Tail Latency (p90)

N/A

90% receive response in

Active Maintainers: 1 High staleness risk (no recent merges)

Optimal PR Submission Window

Maintainer review activity heatmap & prime window prediction

Monday - FridayConfidence: NaN%

Peak Review Hour

undefined:00 UTC

Calculating local time...

Primary Window

undefined:00 - undefined:00 UTC

Calculating local time...

Active Maintainers

Tracked

Detected: UTC

24-Hour Maintainer Activity Heatmap (UTC)

LowPeak

00:0006:0012:0018:0023:00

Maintainers are most responsive around undefined:00 UTC (undefined:00 UTC in your timezone). Recommended submission window is Monday - Friday from undefined:00 to undefined:00 UTC (undefined:00 - undefined:00 UTC local).

PR Size vs Review Speed

Best Pull Request Size for MiaAI-Lab/GLM-5.2-NVFP4-AQLM-Triple-DGX-Sparks

Sweet Spot: < 150 lines

Small (<150 LOC)Recommended

4.9davg review

81% Merge Approval

Medium (150–500 LOC)Normal

11.3davg review

62% Merge Approval

Large (>500 LOC)Slow

36.1davg review

29% Merge Approval

Maintainer Strategy: Maintainer Sweet Spot: PRs under 150 lines merge in ~117 hours (81% approval). Large PRs (>500 lines) take ~866 hours (29% approval). Keep your diff compact for rapid review.

Interactive Test: Test your planned branch diff against MiaAI-Lab/GLM-5.2-NVFP4-AQLM-Triple-DGX-Sparks's ~150 LOC sweet spot before opening a PR.

PR Merge Doctor · Pre-Submission Diff Check

Simulate Your PR Merge Speed

Enter your branch size and test coverage below to forecast review turnaround and get 1-click git splitting commands.

⚡ Sweet spot: ~150 LOC

Active Good First Issues (0)

View on GitHub

No cached good first issues currently tracked for MiaAI-Lab/GLM-5.2-NVFP4-AQLM-Triple-DGX-Sparks.

View all good first issues directly on GitHub

Looking for more Shell beginner tasks?Explore Shell GFI

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 MiaAI-Lab/GLM-5.2-NVFP4-AQLM-Triple-DGX-Sparks

When evaluating whether to contribute to MiaAI-Lab/GLM-5.2-NVFP4-AQLM-Triple-DGX-Sparks, 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 MiaAI-Lab/GLM-5.2-NVFP4-AQLM-Triple-DGX-Sparks acknowledge new external contributions in approximately 7 days+. Out of all submitted pull requests from non-core authors in the last 180-day window, 0.0% were successfully merged into the primary branch.

Frequently Asked Questions - Contributing to MiaAI-Lab/GLM-5.2-NVFP4-AQLM-Triple-DGX-Sparks

Is MiaAI-Lab/GLM-5.2-NVFP4-AQLM-Triple-DGX-Sparks welcoming to first-time open-source contributors?

MiaAI-Lab/GLM-5.2-NVFP4-AQLM-Triple-DGX-Sparks has a recorded first-timer success rate of 0.0%. Repositories ranked Risky 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?

The initial maintainer response time averages ~7 days+. Keeping PRs scoped to single concerns and ensuring CI checks succeed will optimize review turnaround.

What does the 11.8 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 11.8 places MiaAI-Lab/GLM-5.2-NVFP4-AQLM-Triple-DGX-Sparks in the Risky tier.

What is the external contributor pull request merge rate for MiaAI-Lab/GLM-5.2-NVFP4-AQLM-Triple-DGX-Sparks?

The external pull request merge rate is 0.0%. GetMerged isolates non-core community contributions so external developers get an accurate benchmark of PR acceptance probability.

Are there beginner Good First Issues open in MiaAI-Lab/GLM-5.2-NVFP4-AQLM-Triple-DGX-Sparks?

MiaAI-Lab/GLM-5.2-NVFP4-AQLM-Triple-DGX-Sparks 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 MiaAI-Lab/GLM-5.2-NVFP4-AQLM-Triple-DGX-Sparks 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.