brainglobe/brainglobe-atlasapi - Open Source PR Review Scorecard

A Python interface to access neuroanatomical atlases

C-Rank Grade: B (Solid) - 51/100

External PR Merge Rate: 53%

Response Time: 12h

First Timer Success: 13%

Frequently Asked Questions

Is brainglobe/brainglobe-atlasapi welcoming to first-time open-source contributors?

brainglobe/brainglobe-atlasapi has a recorded first-timer success rate of 12.5%. 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 brainglobe/brainglobe-atlasapi respond to incoming external pull requests in approximately 12.0 hours on average. Keeping PRs focused on single tasks and ensuring tests pass helps maintainers review faster.

What does the 51.4 C-Rankâ„¢ 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 51.4 places brainglobe/brainglobe-atlasapi in the B tier.

What is the external contributor pull request merge rate for brainglobe/brainglobe-atlasapi?

The external contributor pull request merge rate for brainglobe/brainglobe-atlasapi is 53.1%, based on public PR activity from non-core contributors.

Are there Good First Issues available in brainglobe/brainglobe-atlasapi?

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

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brainglobe/brainglobe-atlasapiB•Solid183
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brainglobe/brainglobe-atlasapi

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B•Solid(51/100)Python

A Python interface to access neuroanatomical atlases

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AI Maintainer Review Guidelines

Review Persona

Strict Quality Architect

Warmth Score
6.6/10
Patience Score
7.2/10
Nitpick Rate
43%

Rigorous architecture standards (66% critical review signals). Ensure PRs strictly follow guidelines before requesting review in brainglobe/brainglobe-atlasapi.

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
12 hours
Standard maintainer review cycle

Average Response Latency

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

Merge Efficiency
53.1%
Moderate PR acceptance rate

External Acceptance Rate

Percentage of community pull requests successfully merged into main.

First-Timer Success
12.5%
Accepts new contributor PRs

First PR Conversion

Rate at which developers submitting their first repository PR succeed.

Active Maintainers
11 core
Highly collaborative maintainer core
Diagnostic Health HUD
53.1%
Merge Gauge
12.5%
1st-Timer
Community Vibe46/100

Embed C-Rank Badge

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

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

Active Good First Issues (0)

View on GitHub

No cached good first issues currently tracked for brainglobe/brainglobe-atlasapi.

View all good first issues directly on GitHub

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Contributor Community Vibe Feedback

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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 brainglobe/brainglobe-atlasapi

When evaluating whether to contribute to brainglobe/brainglobe-atlasapi, 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 brainglobe/brainglobe-atlasapi acknowledge new external contributions in approximately 12 hours. Out of all submitted pull requests from non-core authors in the last 180-day window, 53.1% were successfully merged into the primary branch.

Frequently Asked Questions - Contributing to brainglobe/brainglobe-atlasapi

01

Is brainglobe/brainglobe-atlasapi welcoming to first-time open-source contributors?

brainglobe/brainglobe-atlasapi has a recorded first-timer success rate of 12.5%. 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 ~12 hours. Keeping PRs scoped to single concerns and ensuring CI checks succeed will optimize review turnaround.

03

What does the 51.4 C-Rankâ„¢ score represent?

The C-Rankâ„¢ 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 51.4 places brainglobe/brainglobe-atlasapi in the Solid tier.

04

What is the external contributor pull request merge rate for brainglobe/brainglobe-atlasapi?

The external pull request merge rate is 53.1%. 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 brainglobe/brainglobe-atlasapi?

brainglobe/brainglobe-atlasapi does not have open beginner labels indexed currently, but external PRs for bugs and documentation improvements are evaluated via normal issue triage.

GetMerged C-Rankâ„¢ Indexing Standard

All metrics displayed for brainglobe/brainglobe-atlasapi 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.