scouzi1966/maclocal-api - Open Source PR Review Scorecard

'afm' command cli: macOS server and single prompt mode that exposes Apple's Foundation and MLX Models and other APIs running on your Mac through a single aggregated OpenAI-compatible API endpoint. Supports Apple Vision and single command (non-server) inference with piping as well . Now with Web Browser and local AI API aggregator

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

External PR Merge Rate: 83%

Response Time: 15h

First Timer Success: 50%

Frequently Asked Questions

Is scouzi1966/maclocal-api welcoming to first-time open-source contributors?

scouzi1966/maclocal-api 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 scouzi1966/maclocal-api respond to incoming external pull requests in approximately 15.4 hours on average. Keeping PRs focused on single tasks and ensuring tests pass helps maintainers review faster.

What does the 61.1 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 61.1 places scouzi1966/maclocal-api in the A tier.

What is the external contributor pull request merge rate for scouzi1966/maclocal-api?

The external contributor pull request merge rate for scouzi1966/maclocal-api is 82.6%, based on public PR activity from non-core contributors.

Are there Good First Issues available in scouzi1966/maclocal-api?

scouzi1966/maclocal-api does not currently have active "good first issue" tags indexed, but accepts external contributions through standard GitHub issue tracking.

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scouzi1966/maclocal-apiAWelcoming334
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scouzi1966/maclocal-api

334
AWelcoming(61/100)Swift

'afm' command cli: macOS server and single prompt mode that exposes Apple's Foundation and MLX Models and other APIs running on your Mac through a single aggregated OpenAI-compatible API endpoint. Supports Apple Vision and single command (non-server) inference with piping as well . Now with Web Browser and local AI API aggregator

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Response Velocity
15 hours
Standard maintainer review cycle

Average Response Latency

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

Merge Efficiency
82.6%
High acceptance rate for external PRs

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
4 core
Small core review team
Diagnostic Health HUD
82.6%
Merge Gauge
50.0%
1st-Timer
Community Vibe66/100

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GetMerged C-Rank badge for scouzi1966/maclocal-api
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Active Good First Issues (0)

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Maintainer helpfulness
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Contributor Compatibility & Review Speed Analysis for scouzi1966/maclocal-api

When evaluating whether to contribute to scouzi1966/maclocal-api, 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 scouzi1966/maclocal-api acknowledge new external contributions in approximately 15 hours. Out of all submitted pull requests from non-core authors in the last 180-day window, 82.6% were successfully merged into the primary branch.

Frequently Asked Questions - Contributing to scouzi1966/maclocal-api

01

Is scouzi1966/maclocal-api welcoming to first-time open-source contributors?

scouzi1966/maclocal-api 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 ~15 hours. Keeping PRs scoped to single concerns and ensuring CI checks succeed will optimize review turnaround.

03

What does the 61.1 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 61.1 places scouzi1966/maclocal-api in the Welcoming tier.

04

What is the external contributor pull request merge rate for scouzi1966/maclocal-api?

The external pull request merge rate is 82.6%. 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 scouzi1966/maclocal-api?

scouzi1966/maclocal-api 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 scouzi1966/maclocal-api 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.