kapitalismho/PuriPuly-heart - Open Source PR Review Scorecard

Real-time two-way voice translator for VRChat — LLM-based, VR subtitle overlay & OSC

C-Rank Grade: A (Welcoming) - 56/100

External PR Merge Rate: 90%

Response Time: 5h

First Timer Success: -

Frequently Asked Questions

Is kapitalismho/PuriPuly-heart welcoming to first-time open-source contributors?

kapitalismho/PuriPuly-heart has a recorded first-timer success rate of 0.0%. 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 kapitalismho/PuriPuly-heart respond to incoming external pull requests in approximately 5.5 hours on average. Keeping PRs focused on single tasks and ensuring tests pass helps maintainers review faster.

What does the 56.5 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 56.5 places kapitalismho/PuriPuly-heart in the A tier.

What is the external contributor pull request merge rate for kapitalismho/PuriPuly-heart?

The external contributor pull request merge rate for kapitalismho/PuriPuly-heart is 90.0%, based on public PR activity from non-core contributors.

Are there Good First Issues available in kapitalismho/PuriPuly-heart?

kapitalismho/PuriPuly-heart currently has 2 active issue(s) tagged with beginner-friendly labels like "good first issue", "beginner", or "up-for-grabs".

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kapitalismho/PuriPuly-heart

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InactiveA•Welcoming(56/100)Python

Real-time two-way voice translator for VRChat — LLM-based, VR subtitle overlay & OSC

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AI Maintainer Review Guidelines

Review Persona

Strict Architecture Gatekeeper

Warmth Score
6.6/10
Patience Score
7.6/10
Nitpick Rate
35%

Strict review standards in kapitalismho/PuriPuly-heart. Ensure PR scope matches issue requirements closely before requesting review.

What Contributors Actually Say

Discussions in kapitalismho/PuriPuly-heart 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
  • •Link the issue and include reproduction context in the PR
  • •Call out API, migration, or compatibility impact clearly

Top PR Friction Pitfalls (Don'ts)

  • •Do not leave requested test coverage unresolved
  • •Do not open context-free PRs
  • •Do not hide breaking changes in implementation details
Response Velocity
5 hours
Standard maintainer review cycle

Average Response Latency

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

Merge Efficiency
90.0%
High acceptance rate for external PRs

External Acceptance Rate

Percentage of community pull requests successfully merged into main.

First-Timer Success
0.0%
No first-timer merges recorded in window

First PR Conversion

Rate at which developers submitting their first repository PR succeed.

Active Maintainers
CRITICAL BUS FACTOR
Single maintainer
No active GitHub maintainers found (may review internally on Gerrit or internal tools)
Diagnostic Health HUD
90.0%
Merge Gauge
0.0%
1st-Timer
Community Vibe62/100

Embed C-Rank Badge

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

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

Active Good First Issues (2)

View on GitHub

Background The translation prompt references a short history of recent utterances to translate the current sentence. The prompt defines principles for when that context should be used and when it should be ignored. Currently only 7 language pairs have example files. Many language pairs are not yet covered, and your contribution would be greatly appreciated. Goal Create example files for language pairs. Please refer to prompts/prompt-examples/language-pair/ for the directory structure. The existing files in that directory are a useful reference. Guidelines Follow the style and format of the existing files. Each file should consist of one context-use example and one context-ignore example.

📅 Opened Aug 14, 2026💬 1 comment
Quality: 90/100Contribute

Background The translation prompt references per-language rule files for the target language — the language used when the other person's speech is translated for you to read. Currently only 4 languages are covered: english, japanese, korean, chinese We would like to support more languages and improve translation quality overall, and we would appreciate your help in creating rules for your native language. Revisions to the existing rule files are also welcome. Goal Turn the "this sounds a bit unnatural" moments you notice in machine translation into generalizable rules, and add them to the files. Please refer to prompts/prompt-rules/target-language/ for the directory structure. The existing files in that directory are a useful reference. Suggested Approach Use the existing files in the same directory as a reference. Keep each rule to a single concise line. Follow the style of the existing rules.

📅 Opened Aug 14, 2026💬 0 comments
Quality: 90/100Contribute
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Contributor Compatibility & Review Speed Analysis for kapitalismho/PuriPuly-heart

When evaluating whether to contribute to kapitalismho/PuriPuly-heart, 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 kapitalismho/PuriPuly-heart acknowledge new external contributions in approximately 5 hours. Out of all submitted pull requests from non-core authors in the last 180-day window, 90.0% were successfully merged into the primary branch.

Frequently Asked Questions - Contributing to kapitalismho/PuriPuly-heart

01

Is kapitalismho/PuriPuly-heart welcoming to first-time open-source contributors?

kapitalismho/PuriPuly-heart has a recorded first-timer success rate of 0.0%. 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 ~5 hours. Keeping PRs scoped to single concerns and ensuring CI checks succeed will optimize review turnaround.

03

What does the 56.5 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 56.5 places kapitalismho/PuriPuly-heart in the Welcoming tier.

04

What is the external contributor pull request merge rate for kapitalismho/PuriPuly-heart?

The external pull request merge rate is 90.0%. 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 kapitalismho/PuriPuly-heart?

Yes, kapitalismho/PuriPuly-heart currently has 2 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 kapitalismho/PuriPuly-heart 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.