lightseekorg/smg - Open Source PR Review Scorecard

Engine-agnostic LLM gateway in Rust. Full OpenAI & Anthropic API compatibility across vLLM, TRT-LLM, TokenSpeed, SGLang, OpenAI, Gemini & more. Industry-first gRPC pipeline, KV cache-aware routing, chat history, tokenization caching, Responses API, embeddings, WASM plugins, MCP, and multi-tenant auth.

C-Rank Grade: B (Solid) - 52/100

External PR Merge Rate: 75%

Response Time: 7d

First Timer Success: 50%

Frequently Asked Questions

Is lightseekorg/smg welcoming to first-time open-source contributors?

lightseekorg/smg has a recorded first-timer success rate of 50.0%. Repositories ranked B 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 lightseekorg/smg respond to incoming external pull requests in approximately 157.8 hours on average. Keeping PRs focused on single tasks and ensuring tests pass helps maintainers review faster.

What does the 51.8 C-Rank™ score (B 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 51.8 places lightseekorg/smg in the B tier.

What is the external contributor pull request merge rate for lightseekorg/smg?

The external contributor pull request merge rate for lightseekorg/smg is 74.9%, based on public PR activity from non-core contributors.

Are there Good First Issues available in lightseekorg/smg?

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

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lightseekorg/smg

421
BSolid(52/100)Rust

Engine-agnostic LLM gateway in Rust. Full OpenAI & Anthropic API compatibility across vLLM, TRT-LLM, TokenSpeed, SGLang, OpenAI, Gemini & more. Industry-first gRPC pipeline, KV cache-aware routing, chat history, tokenization caching, Responses API, embeddings, WASM plugins, MCP, and multi-tenant auth.

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Response Velocity
6 days+
Standard maintainer review cycle

Average Response Latency

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

Merge Efficiency
74.9%
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
12 core
Highly collaborative maintainer core
Diagnostic Health HUD
74.9%
Merge Gauge
50.0%
1st-Timer
Community Vibe45/100

Embed C-Rank Badge

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

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

Active Good First Issues (0)

View on GitHub

No cached good first issues currently tracked for lightseekorg/smg.

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.

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Maintainer helpfulness
Review speed
Beginner friendliness

Contributor Compatibility & Review Speed Analysis for lightseekorg/smg

When evaluating whether to contribute to lightseekorg/smg, 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 lightseekorg/smg acknowledge new external contributions in approximately 6 days+. Out of all submitted pull requests from non-core authors in the last 180-day window, 74.9% were successfully merged into the primary branch.

Frequently Asked Questions - Contributing to lightseekorg/smg

01

Is lightseekorg/smg welcoming to first-time open-source contributors?

lightseekorg/smg has a recorded first-timer success rate of 50.0%. Repositories ranked Solid 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 ~6 days+. Keeping PRs scoped to single concerns and ensuring CI checks succeed will optimize review turnaround.

03

What does the 51.8 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 51.8 places lightseekorg/smg in the Solid tier.

04

What is the external contributor pull request merge rate for lightseekorg/smg?

The external pull request merge rate is 74.9%. 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 lightseekorg/smg?

lightseekorg/smg 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 lightseekorg/smg 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.