livebook-dev/livebook - Open Source PR Review Scorecard

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C-Rank Grade: B (Solid) - 57/100

External PR Merge Rate: 91%

Response Time: 15d

First Timer Success: 80%

Frequently Asked Questions

Is livebook-dev/livebook welcoming to first-time open-source contributors?

livebook-dev/livebook has a recorded first-timer success rate of 80.0%. Repositories ranked B 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 livebook-dev/livebook respond to incoming external pull requests in approximately 355.4 hours on average. Keeping PRs focused on single tasks and ensuring tests pass helps maintainers review faster.

What does the 56.9 C-Rank™ score (B 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 56.9 places livebook-dev/livebook in the B tier.

What is the external contributor pull request merge rate for livebook-dev/livebook?

The external contributor pull request merge rate for livebook-dev/livebook is 91.1%, based on public PR activity from non-core contributors.

Are there Good First Issues available in livebook-dev/livebook?

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

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AI Maintainer Review Guidelines

Review Persona

Constructive Code Reviewer

Warmth Score
8.2/10
Patience Score
8.4/10
Nitpick Rate
22%

Balanced & professional review environment in livebook-dev/livebook. Maintains strict focus on technical quality and test standards.

Top PR Submission Do's

  • Add unit tests with >80% coverage for modified code paths
  • Use conventional commit messages and clean branch names
  • Link relevant GitHub issue ID in PR description pre-flight checklist

Top PR Friction Pitfalls (Don'ts)

  • Do not submit unlinked PRs without referencing an existing issue
  • Do not mix refactoring and feature logic into a single commit
  • Do not ping maintainers repeatedly within 24 hours of opening
Response Velocity
14 days+
Standard maintainer review cycle

Average Response Latency

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

Merge Efficiency
91.1%
High acceptance rate for external PRs

External Acceptance Rate

Percentage of community pull requests successfully merged into main.

First-Timer Success
80.0%
Strong first-timer PR acceptance rate

First PR Conversion

Rate at which developers submitting their first repository PR succeed.

Active Maintainers
1 core
Single maintainer review bottleneck
Diagnostic Health HUD
91.1%
Merge Gauge
80.0%
1st-Timer
Community Vibe60/100

Embed C-Rank Badge

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

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

Active Good First Issues (0)

View on GitHub

No cached good first issues currently tracked for livebook-dev/livebook.

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 livebook-dev/livebook

When evaluating whether to contribute to livebook-dev/livebook, 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 livebook-dev/livebook acknowledge new external contributions in approximately 14 days+. Out of all submitted pull requests from non-core authors in the last 180-day window, 91.1% were successfully merged into the primary branch.

Frequently Asked Questions - Contributing to livebook-dev/livebook

01

Is livebook-dev/livebook welcoming to first-time open-source contributors?

livebook-dev/livebook has a recorded first-timer success rate of 80.0%. Repositories ranked Solid 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 ~14 days+. Keeping PRs scoped to single concerns and ensuring CI checks succeed will optimize review turnaround.

03

What does the 56.9 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 56.9 places livebook-dev/livebook in the Solid tier.

04

What is the external contributor pull request merge rate for livebook-dev/livebook?

The external pull request merge rate is 91.1%. 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 livebook-dev/livebook?

livebook-dev/livebook 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 livebook-dev/livebook 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.