semantica-agi/semantica - Open Source PR Review Scorecard

Graph-Native Infrastructure for Context and Accountable AI Systems

C-Rank Grade: A (Welcoming) - 67/100

External PR Merge Rate: 75%

Response Time: 16h

First Timer Success: 45%

Frequently Asked Questions

Is semantica-agi/semantica welcoming to first-time open-source contributors?

semantica-agi/semantica has a recorded first-timer success rate of 45.0%. 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 semantica-agi/semantica respond to incoming external pull requests in approximately 15.5 hours on average. Keeping PRs focused on single tasks and ensuring tests pass helps maintainers review faster.

What does the 66.9 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 66.9 places semantica-agi/semantica in the A tier.

What is the external contributor pull request merge rate for semantica-agi/semantica?

The external contributor pull request merge rate for semantica-agi/semantica is 75.4%, based on public PR activity from non-core contributors.

Are there Good First Issues available in semantica-agi/semantica?

semantica-agi/semantica currently has 6 active issue(s) tagged with beginner-friendly labels like "good first issue", "beginner", or "up-for-grabs".

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semantica-agi/semantica

10,546
AWelcoming(67/100)Python

Graph-Native Infrastructure for Context and Accountable AI Systems

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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
75.4%
High acceptance rate for external PRs

External Acceptance Rate

Percentage of community pull requests successfully merged into main.

First-Timer Success
45.0%
Accepts new contributor PRs

First PR Conversion

Rate at which developers submitting their first repository PR succeed.

Active Maintainers
38 core
Highly collaborative maintainer core
Diagnostic Health HUD
75.4%
Merge Gauge
45.0%
1st-Timer
Community Vibe62/100

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

Active Good First Issues (6)

View on GitHub

This repository currently has 6 open good first issue tickets available for newcomers.

View all good first issues directly on GitHub

Looking for more Python beginner tasks?Explore Python GFI

Contributor Community Vibe Feedback

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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 semantica-agi/semantica

When evaluating whether to contribute to semantica-agi/semantica, 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 semantica-agi/semantica acknowledge new external contributions in approximately 15 hours. Out of all submitted pull requests from non-core authors in the last 180-day window, 75.4% were successfully merged into the primary branch.

Frequently Asked Questions - Contributing to semantica-agi/semantica

01

Is semantica-agi/semantica welcoming to first-time open-source contributors?

semantica-agi/semantica has a recorded first-timer success rate of 45.0%. 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 66.9 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 66.9 places semantica-agi/semantica in the Welcoming tier.

04

What is the external contributor pull request merge rate for semantica-agi/semantica?

The external pull request merge rate is 75.4%. 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 semantica-agi/semantica?

Yes, semantica-agi/semantica currently has 6 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 semantica-agi/semantica 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.