huangruiteng/loopx - Open Source PR Review Scorecard

Long-horizon agent control plane for durable, governed work across Codex, Claude Code, and other harnesses.

C-Rank Grade: S (Elite) - 77/100

External PR Merge Rate: 95%

Response Time: 18h

First Timer Success: 63%

Frequently Asked Questions

Is huangruiteng/loopx welcoming to first-time open-source contributors?

huangruiteng/loopx has a recorded first-timer success rate of 63.0%. 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 huangruiteng/loopx respond to incoming external pull requests in approximately 17.8 hours on average. Keeping PRs focused on single tasks and ensuring tests pass helps maintainers review faster.

What does the 76.8 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 76.8 places huangruiteng/loopx in the S tier.

What is the external contributor pull request merge rate for huangruiteng/loopx?

The external contributor pull request merge rate for huangruiteng/loopx is 95.4%, based on public PR activity from non-core contributors.

Are there Good First Issues available in huangruiteng/loopx?

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

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huangruiteng/loopx

5,172
SElite(77/100)Python

Long-horizon agent control plane for durable, governed work across Codex, Claude Code, and other harnesses.

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AI Maintainer Review Guidelines

Review Persona

Strict Architecture Gatekeeper

Warmth Score
6.8/10
Patience Score
7.6/10
Nitpick Rate
45%

Strict review standards in huangruiteng/loopx. Ensure PR scope matches issue requirements closely before requesting review.

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
17 hours
Standard maintainer review cycle

Average Response Latency

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

Merge Efficiency
95.4%
High acceptance rate for external PRs

External Acceptance Rate

Percentage of community pull requests successfully merged into main.

First-Timer Success
63.0%
Strong first-timer PR acceptance rate

First PR Conversion

Rate at which developers submitting their first repository PR succeed.

Active Maintainers
22 core
Highly collaborative maintainer core
Diagnostic Health HUD
95.4%
Merge Gauge
63.0%
1st-Timer
Community Vibe74/100

Embed C-Rank Badge

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

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

Active Good First Issues (0)

View on GitHub

No cached good first issues currently tracked for huangruiteng/loopx.

View all good first issues directly on GitHub

Looking for more Python beginner tasks?Explore Python GFI

Contributor Community Vibe Feedback

Rate what actually matters after opening a pull request here.

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
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Contributor Compatibility & Review Speed Analysis for huangruiteng/loopx

When evaluating whether to contribute to huangruiteng/loopx, 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 huangruiteng/loopx acknowledge new external contributions in approximately 17 hours. Out of all submitted pull requests from non-core authors in the last 180-day window, 95.4% were successfully merged into the primary branch.

Frequently Asked Questions - Contributing to huangruiteng/loopx

01

Is huangruiteng/loopx welcoming to first-time open-source contributors?

huangruiteng/loopx has a recorded first-timer success rate of 63.0%. 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 ~17 hours. Keeping PRs scoped to single concerns and ensuring CI checks succeed will optimize review turnaround.

03

What does the 76.8 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 76.8 places huangruiteng/loopx in the Elite tier.

04

What is the external contributor pull request merge rate for huangruiteng/loopx?

The external pull request merge rate is 95.4%. 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 huangruiteng/loopx?

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

GetMerged C-Rank™ Indexing Standard

All metrics displayed for huangruiteng/loopx 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.