pypa/auditwheel - Open Source PR Review Scorecard

Auditing and relabeling cross-distribution Linux wheels.

C-Rank Grade: B (Solid) - 43/100

External PR Merge Rate: 50%

Response Time: <1h

First Timer Success: -

Frequently Asked Questions

Is pypa/auditwheel welcoming to first-time open-source contributors?

pypa/auditwheel has a recorded first-timer success rate of 0.0%. 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 pypa/auditwheel 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 43.0 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 43.0 places pypa/auditwheel in the B tier.

What is the external contributor pull request merge rate for pypa/auditwheel?

The external contributor pull request merge rate for pypa/auditwheel is 50.0%, based on public PR activity from non-core contributors.

Are there Good First Issues available in pypa/auditwheel?

pypa/auditwheel currently has 1 active issue(s) tagged with beginner-friendly labels like "good first issue", "beginner", or "up-for-grabs".

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pypa/auditwheel

531
BSolid(43/100)Python

Auditing and relabeling cross-distribution Linux wheels.

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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%

Active maintainer team in pypa/auditwheel welcoming community pull requests and bug fixes.

Top PR Submission Do's

  • Ensure code complies with repository style conventions
  • Keep PRs focused 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
<1 hour
⚡ Fast reviewer response

Average Response Latency

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

Merge Efficiency
50.0%
Moderate 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
50.0%
Merge Gauge
0.0%
1st-Timer
Community Vibe50/100

Embed C-Rank Badge

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

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

Active Good First Issues (1)

View on GitHub

Hi there! I'm opening this for consideration. For better or worse, some people like to manually patch their wheels after they're built by a normal, well-behaved build backend. Sometimes this means that they modify their wheel tags without updating the corresponds Tag: fields in .dist-info/WHEEL, or update those fields incorrectly (e.g. by doing Tag: <compressed-tag> instead of one Tag: per expanded compatibility tag. It'd be great if auditwheel could detail these (and repair them, where possible) 🙂 For reference, I've made some misshapen wheels that exhibit these behaviors: futzed_dist_info_wheel_tag_invalid-0.1.0-py3-none-any.whl demonstrates a tag inconsistency/invalidity (valid tags in the filename, but the Tag: in the WHEEL file is junk) futzed_dist_info_wheel_tag_missing-0.1.0-py3-none-any.whl demonstrates the Tag: being missing entirely from the WHEEL file (More broadly, these and others are all detected by a consistency check between the wheel filename's expanded tags and t

📅 Opened Feb 11, 2026💬 3 comments
Quality: 70/100Contribute
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Contributor Compatibility & Review Speed Analysis for pypa/auditwheel

When evaluating whether to contribute to pypa/auditwheel, 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 pypa/auditwheel acknowledge new external contributions in approximately <1 hour. Out of all submitted pull requests from non-core authors in the last 180-day window, 50.0% were successfully merged into the primary branch.

Frequently Asked Questions - Contributing to pypa/auditwheel

01

Is pypa/auditwheel welcoming to first-time open-source contributors?

pypa/auditwheel has a recorded first-timer success rate of 0.0%. 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 ~<1 hour. Keeping PRs scoped to single concerns and ensuring CI checks succeed will optimize review turnaround.

03

What does the 43.0 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 43.0 places pypa/auditwheel in the Solid tier.

04

What is the external contributor pull request merge rate for pypa/auditwheel?

The external pull request merge rate is 50.0%. 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 pypa/auditwheel?

Yes, pypa/auditwheel currently has 1 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 pypa/auditwheel 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.