voxel51/fiftyone - Open Source PR Review Scorecard

Refine high-quality datasets and visual AI models

C-Rank Grade: A (Welcoming) - 65/100

External PR Merge Rate: 70%

Response Time: 5d

First Timer Success: 65%

Frequently Asked Questions

Is voxel51/fiftyone welcoming to first-time open-source contributors?

voxel51/fiftyone has a recorded first-timer success rate of 65.0%. 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 voxel51/fiftyone respond to incoming external pull requests in approximately 114.9 hours on average. Keeping PRs focused on single tasks and ensuring tests pass helps maintainers review faster.

What does the 64.5 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 64.5 places voxel51/fiftyone in the A tier.

What is the external contributor pull request merge rate for voxel51/fiftyone?

The external contributor pull request merge rate for voxel51/fiftyone is 70.2%, based on public PR activity from non-core contributors.

Are there Good First Issues available in voxel51/fiftyone?

voxel51/fiftyone currently has 1 active issue(s) tagged with beginner-friendly labels like "good first issue", "beginner", or "up-for-grabs".

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voxel51/fiftyone

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Active (30d)A•Welcoming(65/100)TypeScript

Refine high-quality datasets and visual AI models

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AI Maintainer Review Guidelines

Review Persona

Constructive Code Reviewer

Warmth Score
7.7/10
Patience Score
8.1/10
Nitpick Rate
28%

Balanced & professional review environment in voxel51/fiftyone. 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
4 days+
Standard maintainer review cycle

Average Response Latency

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

Merge Efficiency
70.2%
Moderate PR acceptance rate

External Acceptance Rate

Percentage of community pull requests successfully merged into main.

First-Timer Success
65.0%
Strong first-timer PR acceptance rate

First PR Conversion

Rate at which developers submitting their first repository PR succeed.

Active Maintainers
24 core
Highly collaborative maintainer core
Diagnostic Health HUD
70.2%
Merge Gauge
65.0%
1st-Timer
Community Vibe48/100

Embed C-Rank Badge

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

GetMerged C-Rank badge for voxel51/fiftyone
[![GetMerged C-Rank](https://getmerged.abhishekco.de/api/badge/voxel51/fiftyone)](https://getmerged.abhishekco.de/voxel51/fiftyone?utm_source=github&utm_medium=badge)

Active Good First Issues (1)

View on GitHub

🗃️ Describe the problem In the App, filtering a Keypoint / Keypoints list attribute such as confidence with the numeric range slider can hide all points even when some values fall inside the intended range. Expected: Dragging the min thumb above the lower bound while leaving max at the upper bound keeps points whose confidence is ≥ min (and ≤ the field max). Actual: That filter often shows no points. Filtering only the upper end (e.g. max ≈ 0.4 with min at the lower bound) still works and shows the low-confidence points. Root cause (investigation): The range slider stores null when a thumb sits on a field bound (RangeSlider onMinCommit / onMaxCommit). Per-point keypoint filtering in skeletonFilter compared values with: value >= range[0] && value <= range[1] In JavaScript, null coerces to 0, so a stored range like [0.2, null] becomes value <= 0 and drops every positive confidence. Other numeric filters already handle null ends via helperFunction in pathFilters/numeric.ts; key

📅 Opened Jul 31, 2026💬 1 comment
Quality: 40/100Contribute
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Contributor Compatibility & Review Speed Analysis for voxel51/fiftyone

When evaluating whether to contribute to voxel51/fiftyone, 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 voxel51/fiftyone acknowledge new external contributions in approximately 4 days+. Out of all submitted pull requests from non-core authors in the last 180-day window, 70.2% were successfully merged into the primary branch.

Frequently Asked Questions - Contributing to voxel51/fiftyone

01

Is voxel51/fiftyone welcoming to first-time open-source contributors?

voxel51/fiftyone has a recorded first-timer success rate of 65.0%. 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 ~4 days+. Keeping PRs scoped to single concerns and ensuring CI checks succeed will optimize review turnaround.

03

What does the 64.5 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 64.5 places voxel51/fiftyone in the Welcoming tier.

04

What is the external contributor pull request merge rate for voxel51/fiftyone?

The external pull request merge rate is 70.2%. 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 voxel51/fiftyone?

Yes, voxel51/fiftyone 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 voxel51/fiftyone 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.