openlake-project/openlake - Open Source PR Review Scorecard

OpenLake is a high performance storage engine for efficient LLM inference and GPU Training

C-Rank Grade: S (Elite) - 70/100

External PR Merge Rate: 72%

Response Time: 9h

First Timer Success: 50%

Frequently Asked Questions

Is openlake-project/openlake welcoming to first-time open-source contributors?

openlake-project/openlake has a recorded first-timer success rate of 50.0%. Repositories ranked S 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 openlake-project/openlake respond to incoming external pull requests in approximately 8.6 hours on average. Keeping PRs focused on single tasks and ensuring tests pass helps maintainers review faster.

What does the 70.1 C-Rank™ score (S 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 70.1 places openlake-project/openlake in the S tier.

What is the external contributor pull request merge rate for openlake-project/openlake?

The external contributor pull request merge rate for openlake-project/openlake is 71.7%, based on public PR activity from non-core contributors.

Are there Good First Issues available in openlake-project/openlake?

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

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openlake-project/openlakeS•Elite2.7k
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openlake-project

openlake-project/openlake

2,654
InactiveS•Elite(70/100)Rust

OpenLake is a high performance storage engine for efficient LLM inference and GPU Training

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AI Maintainer Review Guidelines

Review Persona

Welcoming Community Builder

Warmth Score
8.9/10
Patience Score
8.8/10
Nitpick Rate
30%

Highly welcoming maintainers in openlake-project/openlake. 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
8 hours
Standard maintainer review cycle

Average Response Latency

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

Merge Efficiency
71.7%
Moderate PR acceptance rate

External Acceptance Rate

Percentage of community pull requests successfully merged into main.

First-Timer Success
50.0%
Accepts new contributor PRs

First PR Conversion

Rate at which developers submitting their first repository PR succeed.

Active Maintainers
8 core
Highly collaborative maintainer core
Diagnostic Health HUD
71.7%
Merge Gauge
50.0%
1st-Timer
Community Vibe67/100

Embed C-Rank Badge

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

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

Active Good First Issues (1)

View on GitHub

Currently openlake supports S3 APIs and third party benchmark clients. All APIs are supported over TCP with no ability to run local tests/bench. Introduce a CLI layer to allow users in dev settings to bootstrap local clusters, and run APIs over CLI interface. New CLI commands can be along the lines of bench (runs a new bench), get (1/1 to GET api), put and others. Initial goal is to introduce a new code layer (perhaps over engine.rs) and incrementally add new CLI commands.

📅 Opened May 29, 2026💬 0 comments
Quality: 30/100Contribute
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Contributor Compatibility & Review Speed Analysis for openlake-project/openlake

When evaluating whether to contribute to openlake-project/openlake, 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 openlake-project/openlake acknowledge new external contributions in approximately 8 hours. Out of all submitted pull requests from non-core authors in the last 180-day window, 71.7% were successfully merged into the primary branch.

Frequently Asked Questions - Contributing to openlake-project/openlake

01

Is openlake-project/openlake welcoming to first-time open-source contributors?

openlake-project/openlake has a recorded first-timer success rate of 50.0%. Repositories ranked Elite 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 ~8 hours. Keeping PRs scoped to single concerns and ensuring CI checks succeed will optimize review turnaround.

03

What does the 70.1 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 70.1 places openlake-project/openlake in the Elite tier.

04

What is the external contributor pull request merge rate for openlake-project/openlake?

The external pull request merge rate is 71.7%. 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 openlake-project/openlake?

Yes, openlake-project/openlake 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 openlake-project/openlake 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.