VocaHQ/vocalinux - Open Source PR Review Scorecard

Free, open-source, 100% offline voice dictation for Linux. Speak and type anywhere via whisper.cpp, Whisper & VOSK engines, GPU-accelerated, works on X11 + Wayland!

C-Rank Grade: A (Welcoming) - 60/100

External PR Merge Rate: 20%

Response Time: -

First Timer Success: 33%

Frequently Asked Questions

Is VocaHQ/vocalinux welcoming to first-time open-source contributors?

VocaHQ/vocalinux has a recorded first-timer success rate of 33.3%. 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 VocaHQ/vocalinux respond to incoming external pull requests in approximately 0.0 hours on average. Keeping PRs focused on single tasks and ensuring tests pass helps maintainers review faster.

What does the 59.9 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 59.9 places VocaHQ/vocalinux in the A tier.

What is the external contributor pull request merge rate for VocaHQ/vocalinux?

The external contributor pull request merge rate for VocaHQ/vocalinux is 20.0%, based on public PR activity from non-core contributors.

Are there Good First Issues available in VocaHQ/vocalinux?

VocaHQ/vocalinux currently has 1 active issue(s) tagged with beginner-friendly labels like "good first issue", "beginner", or "up-for-grabs".

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VocaHQ/vocalinuxA•Welcoming932
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VocaHQ/vocalinux

932
InactiveA•Welcoming(60/100)Low Sample (<20 PRs)Python

Free, open-source, 100% offline voice dictation for Linux. Speak and type anywhere via whisper.cpp, Whisper & VOSK engines, GPU-accelerated, works on X11 + Wayland!

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AI Maintainer Review Guidelines

Review Persona

Empathetic Technical Mentor

Warmth Score
7.6/10
Patience Score
8.2/10
Nitpick Rate
25%

Collaborative maintainer environment in VocaHQ/vocalinux. Reviews community pull requests with focus on project quality.

What Contributors Actually Say

Discussions in VocaHQ/vocalinux 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
  • •Update docs or README when behavior changes
  • •Keep PRs small and focused on one change

Top PR Friction Pitfalls (Don'ts)

  • •Do not leave requested test coverage unresolved
  • •Do not ship user-facing changes without matching docs
  • •Do not mix unrelated refactors with feature work
Response Velocity
-
No reviewer activity recorded

Average Response Latency

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

Merge Efficiency
20.0%
Selective PR acceptance rate

External Acceptance Rate

Percentage of community pull requests successfully merged into main.

First-Timer Success
33.3%
Accepts new contributor PRs

First PR Conversion

Rate at which developers submitting their first repository PR succeed.

Active Maintainers
13 core
Highly collaborative maintainer core
Diagnostic Health HUD
20.0%
Merge Gauge
33.3%
1st-Timer
Community Vibe18/100

Embed C-Rank Badge

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

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

Active Good First Issues (1)

View on GitHub

📰 Help Wanted: Create Wikipedia Page for Vocalinux Overview We're looking for a community member with Wikipedia contributor experience to create a Wikipedia page for Vocalinux. This would help increase visibility and provide a trusted source of information about the project. What We're Looking For Someone who: Has an established Wikipedia account with editing privileges Understands Wikipedia's notability guidelines and neutral point of view policy Can create well-sourced, encyclopedic content Suggested Content Page Title: Vocalinux Key Information to Include: Introduction: Vocalinux is a free and open-source voice dictation system for Linux First released: [check git history for first release] License: GNU General Public License v3.0 Written in: Python 3.8+, GTK 3 Features: Real-time voice-to-text transcription using double-tap Ctrl activation 100% offline operation for privacy Multiple speech recognition engines: whisper.cpp (default), OpenAI Whisper, VOSK Universal GPU suppor

📅 Opened Feb 18, 2026💬 28 comments
Quality: 80/100Contribute
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Contributor Community Vibe Feedback

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Maintainer helpfulness
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Contributor Compatibility & Review Speed Analysis for VocaHQ/vocalinux

When evaluating whether to contribute to VocaHQ/vocalinux, 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 VocaHQ/vocalinux acknowledge new external contributions in approximately -. Out of all submitted pull requests from non-core authors in the last 180-day window, 20.0% were successfully merged into the primary branch.

Frequently Asked Questions - Contributing to VocaHQ/vocalinux

01

Is VocaHQ/vocalinux welcoming to first-time open-source contributors?

VocaHQ/vocalinux has a recorded first-timer success rate of 33.3%. 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 ~-. Keeping PRs scoped to single concerns and ensuring CI checks succeed will optimize review turnaround.

03

What does the 59.9 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 59.9 places VocaHQ/vocalinux in the Welcoming tier.

04

What is the external contributor pull request merge rate for VocaHQ/vocalinux?

The external pull request merge rate is 20.0%. 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 VocaHQ/vocalinux?

Yes, VocaHQ/vocalinux currently has 1 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 VocaHQ/vocalinux 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.