api7/aisix - Open Source PR Review Scorecard

Open-source AI gateway for LLMs & AI agents, built in Rust. One OpenAI-compatible API for OpenAI, Anthropic, Gemini, Bedrock & more — routing, guardrails, caching, rate limits, observability.

C-Rank Grade: A (Welcoming) - 61/100

External PR Merge Rate: 27%

Response Time: 3h

First Timer Success: 50%

Frequently Asked Questions

Is api7/aisix welcoming to first-time open-source contributors?

api7/aisix has a recorded first-timer success rate of 50.0%. 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 api7/aisix respond to incoming external pull requests in approximately 2.5 hours on average. Keeping PRs focused on single tasks and ensuring tests pass helps maintainers review faster.

What does the 60.7 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 60.7 places api7/aisix in the A tier.

What is the external contributor pull request merge rate for api7/aisix?

The external contributor pull request merge rate for api7/aisix is 26.7%, based on public PR activity from non-core contributors.

Are there Good First Issues available in api7/aisix?

api7/aisix does not currently have active "good first issue" tags indexed, but accepts external contributions through standard GitHub issue tracking.

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api7/aisix

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AWelcoming(61/100)Rust

Open-source AI gateway for LLMs & AI agents, built in Rust. One OpenAI-compatible API for OpenAI, Anthropic, Gemini, Bedrock & more — routing, guardrails, caching, rate limits, observability.

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AI Maintainer Review Guidelines

Review Persona

Strict Architecture Gatekeeper

Warmth Score
6.7/10
Patience Score
7.6/10
Nitpick Rate
40%

Strict review standards in api7/aisix. Ensure PR scope matches issue requirements closely before requesting review.

What Contributors Actually Say

Discussions in api7/aisix focus heavily on practical implementation feedback, code formatting standards, and issue reproduction details.

Hidden Friction Signals

Unlinked PRs without issue context and changes that fail automated test suites face the highest review friction.

Unwritten Rules

  • 1) Keep PR scope strictly aligned with the linked issue.
  • 2) Ensure local linters pass before opening a review.
  • 3) Maintain full test coverage for modified logic.

Top PR Submission Do's

  • Add or update tests for changed behavior before requesting review
  • Call out API, migration, or compatibility impact clearly
  • Update docs or README when behavior changes

Top PR Friction Pitfalls (Don'ts)

  • Do not leave requested test coverage unresolved
  • Do not hide breaking changes in implementation details
  • Do not ship user-facing changes without matching docs
Response Velocity
2 hours
Standard maintainer review cycle

Average Response Latency

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

Merge Efficiency
26.7%
Selective 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
6 core
Highly collaborative maintainer core
Diagnostic Health HUD
26.7%
Merge Gauge
50.0%
1st-Timer
Community Vibe54/100

Embed C-Rank Badge

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

GetMerged C-Rank badge for api7/aisix
[![GetMerged C-Rank](https://getmerged.abhishekco.de/api/badge/api7/aisix)](https://getmerged.abhishekco.de/api7/aisix?utm_source=github&utm_medium=badge)

Active Good First Issues (0)

View on GitHub

No cached good first issues currently tracked for api7/aisix.

View all good first issues directly on GitHub

Looking for more Rust beginner tasks?Explore Rust 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.

3 ratings required
Maintainer helpfulness
Review speed
Beginner friendliness

Contributor Compatibility & Review Speed Analysis for api7/aisix

When evaluating whether to contribute to api7/aisix, 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 api7/aisix acknowledge new external contributions in approximately 2 hours. Out of all submitted pull requests from non-core authors in the last 180-day window, 26.7% were successfully merged into the primary branch.

Frequently Asked Questions - Contributing to api7/aisix

01

Is api7/aisix welcoming to first-time open-source contributors?

api7/aisix has a recorded first-timer success rate of 50.0%. 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 ~2 hours. Keeping PRs scoped to single concerns and ensuring CI checks succeed will optimize review turnaround.

03

What does the 60.7 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 60.7 places api7/aisix in the Welcoming tier.

04

What is the external contributor pull request merge rate for api7/aisix?

The external pull request merge rate is 26.7%. 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 api7/aisix?

api7/aisix 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 api7/aisix 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.