mengxu98/scop - Open Source PR Review Scorecard

An R package for single-cell and spatial omics analysis, integration, interpretation, and visualization.

C-Rank Grade: A (Welcoming) - 59/100

External PR Merge Rate: 62%

Response Time: -

First Timer Success: 50%

Frequently Asked Questions

Is mengxu98/scop welcoming to first-time open-source contributors?

mengxu98/scop has a recorded first-timer success rate of 50.0%. 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 mengxu98/scop respond to incoming external pull requests in approximately 0.0 hours on average. Keeping PRs focused on single tasks and ensuring tests pass helps maintainers review faster.

What does the 58.7 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 58.7 places mengxu98/scop in the A tier.

What is the external contributor pull request merge rate for mengxu98/scop?

The external contributor pull request merge rate for mengxu98/scop is 62.0%, based on public PR activity from non-core contributors.

Are there Good First Issues available in mengxu98/scop?

mengxu98/scop does not currently have active "good first issue" tags indexed, but accepts external contributions through standard GitHub issue tracking.

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mengxu98/scop

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InactiveA•Welcoming(59/100)R

An R package for single-cell and spatial omics analysis, integration, interpretation, and visualization.

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AI Maintainer Review Guidelines

Review Persona

Strict Architecture Gatekeeper

Warmth Score
7.3/10
Patience Score
8.0/10
Nitpick Rate
30%

Strict review standards in mengxu98/scop. Ensure PR scope matches issue requirements closely before requesting review.

What Contributors Actually Say

Discussions in mengxu98/scop focus heavily on practical implementation feedback, code formatting standards, and issue reproduction details.

Hidden Friction Signals

Unlinked PRs without issue context and changes that fail automated test suites face the highest review friction.

Unwritten Rules

  • •1) Keep PR scope strictly aligned with the linked issue.
  • •2) Ensure local linters pass before opening a review.
  • •3) Maintain full test coverage for modified logic.

Top PR Submission Do's

  • •Add or update tests for changed behavior before requesting review
  • •Call out API, migration, or compatibility impact clearly
  • •Keep PRs small and focused on one change

Top PR Friction Pitfalls (Don'ts)

  • •Do not leave requested test coverage unresolved
  • •Do not hide breaking changes in implementation details
  • •Do not mix unrelated refactors with feature work
Response Velocity
-
No reviewer activity recorded

Average Response Latency

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

Merge Efficiency
62.0%
Moderate PR acceptance rate

External Acceptance Rate

Percentage of community pull requests successfully merged into main.

First-Timer Success
50.0%
Accepts new contributor PRs

First PR Conversion

Rate at which developers submitting their first repository PR succeed.

Active Maintainers
4 core
Small core review team
Diagnostic Health HUD
62.0%
Merge Gauge
50.0%
1st-Timer
Community Vibe40/100

Embed C-Rank Badge

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

GetMerged C-Rank badge for mengxu98/scop
[![GetMerged C-Rank](https://getmerged.abhishekco.de/api/badge/mengxu98/scop)](https://getmerged.abhishekco.de/mengxu98/scop?utm_source=github&utm_medium=badge)

Active Good First Issues (0)

View on GitHub

No cached good first issues currently tracked for mengxu98/scop.

View all good first issues directly on GitHub

Looking for more R beginner tasks?Explore R 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.

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Maintainer helpfulness
Review speed
Beginner friendliness

Contributor Compatibility & Review Speed Analysis for mengxu98/scop

When evaluating whether to contribute to mengxu98/scop, 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 mengxu98/scop acknowledge new external contributions in approximately -. Out of all submitted pull requests from non-core authors in the last 180-day window, 62.0% were successfully merged into the primary branch.

Frequently Asked Questions - Contributing to mengxu98/scop

01

Is mengxu98/scop welcoming to first-time open-source contributors?

mengxu98/scop has a recorded first-timer success rate of 50.0%. 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 ~-. Keeping PRs scoped to single concerns and ensuring CI checks succeed will optimize review turnaround.

03

What does the 58.7 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 58.7 places mengxu98/scop in the Welcoming tier.

04

What is the external contributor pull request merge rate for mengxu98/scop?

The external pull request merge rate is 62.0%. 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 mengxu98/scop?

mengxu98/scop 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 mengxu98/scop 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.