warpstreamlabs/bento - Open Source PR Review Scorecard

Fancy stream processing made operationally mundane. This repository is a fork of the original project before the license was changed.

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

External PR Merge Rate: 72%

Response Time: 16h

First Timer Success: 55%

Frequently Asked Questions

Is warpstreamlabs/bento welcoming to first-time open-source contributors?

warpstreamlabs/bento has a recorded first-timer success rate of 54.5%. 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 warpstreamlabs/bento respond to incoming external pull requests in approximately 16.2 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 (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 56.9 places warpstreamlabs/bento in the A tier.

What is the external contributor pull request merge rate for warpstreamlabs/bento?

The external contributor pull request merge rate for warpstreamlabs/bento is 72.1%, based on public PR activity from non-core contributors.

Are there Good First Issues available in warpstreamlabs/bento?

warpstreamlabs/bento currently has 2 active issue(s) tagged with beginner-friendly labels like "good first issue", "beginner", or "up-for-grabs".

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Fancy stream processing made operationally mundane. This repository is a fork of the original project before the license was changed.

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AI Maintainer Review Guidelines

Review Persona

Welcoming Community Builder

Warmth Score
9.2/10
Patience Score
9.0/10
Nitpick Rate
25%

Highly welcoming maintainers in warpstreamlabs/bento. Prompt code reviews with positive guidance for new contributors.

Top PR Submission Do's

  • Ensure code complies with the project coding style
  • Keep PRs scoped to a single concern
  • Include context and link to the related issue

Top PR Friction Pitfalls (Don'ts)

  • Do not submit PRs without linking an issue
  • Do not break existing tests without fixing them
  • Do not mix unrelated refactors in a single PR
Response Velocity
16 hours
Standard maintainer review cycle

Average Response Latency

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

Merge Efficiency
72.1%
Moderate PR acceptance rate

External Acceptance Rate

Percentage of community pull requests successfully merged into main.

First-Timer Success
54.5%
Strong first-timer PR acceptance rate

First PR Conversion

Rate at which developers submitting their first repository PR succeed.

Active Maintainers
33 core
Highly collaborative maintainer core
Diagnostic Health HUD
72.1%
Merge Gauge
54.5%
1st-Timer
Community Vibe63/100

Embed C-Rank Badge

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

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

Active Good First Issues (2)

View on GitHub

Imagining something similar to the SQL inputs / cypher input - that executes a query then turns the results into Bento messages.

📅 Opened Mar 26, 2026💬 2 comments
Quality: 55/100Contribute

Current situation: You can leave or delete files after consumption. A common pattern is to move processed files to another location. Maybe we could have an additional field move_on_finish which defines an absolute or relative path where the files are moved to after processing?

📅 Opened Jan 10, 2026💬 3 comments
Quality: 30/100Contribute
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Contributor Community Vibe Feedback

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Contributor Compatibility & Review Speed Analysis for warpstreamlabs/bento

When evaluating whether to contribute to warpstreamlabs/bento, 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 warpstreamlabs/bento acknowledge new external contributions in approximately 16 hours. Out of all submitted pull requests from non-core authors in the last 180-day window, 72.1% were successfully merged into the primary branch.

Frequently Asked Questions - Contributing to warpstreamlabs/bento

01

Is warpstreamlabs/bento welcoming to first-time open-source contributors?

warpstreamlabs/bento has a recorded first-timer success rate of 54.5%. 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 ~16 hours. 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 warpstreamlabs/bento in the Welcoming tier.

04

What is the external contributor pull request merge rate for warpstreamlabs/bento?

The external pull request merge rate is 72.1%. 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 warpstreamlabs/bento?

Yes, warpstreamlabs/bento currently has 2 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 warpstreamlabs/bento 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.