internetarchive/openlibrary - Open Source PR Review Scorecard

One webpage for every book ever published!

C-Rank Grade: A (Welcoming) - 57/100

External PR Merge Rate: 65%

Response Time: 1d

First Timer Success: 44%

Frequently Asked Questions

Is internetarchive/openlibrary welcoming to first-time open-source contributors?

internetarchive/openlibrary has a recorded first-timer success rate of 44.4%. 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 internetarchive/openlibrary respond to incoming external pull requests in approximately 29.4 hours on average. Keeping PRs focused on single tasks and ensuring tests pass helps maintainers review faster.

What does the 56.8 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 56.8 places internetarchive/openlibrary in the A tier.

What is the external contributor pull request merge rate for internetarchive/openlibrary?

The external contributor pull request merge rate for internetarchive/openlibrary is 65.0%, based on public PR activity from non-core contributors.

Are there Good First Issues available in internetarchive/openlibrary?

internetarchive/openlibrary currently has 8 active issue(s) tagged with beginner-friendly labels like "good first issue", "beginner", or "up-for-grabs".

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AI Maintainer Review Guidelines

Review Persona

Constructive Code Reviewer

Warmth Score
7.4/10
Patience Score
7.8/10
Nitpick Rate
33%

Balanced & professional review environment in internetarchive/openlibrary. Maintains strict focus on technical quality and test standards.

Top PR Submission Do's

  • Add unit tests with >80% coverage for modified code paths
  • Run repository linter and code formatters locally before pushing
  • 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
1 days+
Standard maintainer review cycle

Average Response Latency

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

Merge Efficiency
65.0%
Moderate PR acceptance rate

External Acceptance Rate

Percentage of community pull requests successfully merged into main.

First-Timer Success
44.4%
Accepts new contributor PRs

First PR Conversion

Rate at which developers submitting their first repository PR succeed.

Active Maintainers
38 core
Highly collaborative maintainer core
Diagnostic Health HUD
65.0%
Merge Gauge
44.4%
1st-Timer
Community Vibe47/100

Embed C-Rank Badge

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

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

Active Good First Issues (8)

View on GitHub

This repository currently has 8 open good first issue tickets available for newcomers.

View all good first issues directly on GitHub

Looking for more Python beginner tasks?Explore Python 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 internetarchive/openlibrary

When evaluating whether to contribute to internetarchive/openlibrary, 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 internetarchive/openlibrary acknowledge new external contributions in approximately 1 days+. Out of all submitted pull requests from non-core authors in the last 180-day window, 65.0% were successfully merged into the primary branch.

Frequently Asked Questions - Contributing to internetarchive/openlibrary

01

Is internetarchive/openlibrary welcoming to first-time open-source contributors?

internetarchive/openlibrary has a recorded first-timer success rate of 44.4%. 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 ~1 days+. Keeping PRs scoped to single concerns and ensuring CI checks succeed will optimize review turnaround.

03

What does the 56.8 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 56.8 places internetarchive/openlibrary in the Welcoming tier.

04

What is the external contributor pull request merge rate for internetarchive/openlibrary?

The external pull request merge rate is 65.0%. 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 internetarchive/openlibrary?

Yes, internetarchive/openlibrary currently has 8 active issue(s) tagged with beginner-friendly labels. You can inspect these directly from the repository issues tab.

GetMerged C-Rank™ Indexing Standard

All metrics displayed for internetarchive/openlibrary 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.