google-gemini/cookbook - Open Source PR Review Scorecard

Examples and guides for using the Gemini API

C-Rank Grade: B (Solid) - 54/100

External PR Merge Rate: 17%

Response Time: 21h

First Timer Success: 100%

Frequently Asked Questions

Is google-gemini/cookbook welcoming to first-time open-source contributors?

google-gemini/cookbook has a recorded first-timer success rate of 100.0%. 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 google-gemini/cookbook respond to incoming external pull requests in approximately 21.3 hours on average. Keeping PRs focused on single tasks and ensuring tests pass helps maintainers review faster.

What does the 53.6 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 53.6 places google-gemini/cookbook in the B tier.

What is the external contributor pull request merge rate for google-gemini/cookbook?

The external contributor pull request merge rate for google-gemini/cookbook is 16.7%, based on public PR activity from non-core contributors.

Are there Good First Issues available in google-gemini/cookbook?

google-gemini/cookbook does not currently have active "good first issue" tags indexed, but accepts external contributions through standard GitHub issue tracking.

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google-gemini/cookbookB•Solid17.8k
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google-gemini/cookbook

17,816
InactiveB•Solid(54/100)Low Sample (<20 PRs)JUJupyter Notebook

Examples and guides for using the Gemini API

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AI Maintainer Review Guidelines

Review Persona

Empathetic Technical Mentor

Warmth Score
8.3/10
Patience Score
8.6/10
Nitpick Rate
20%

Highly welcoming maintainers in google-gemini/cookbook. Prompt code reviews with positive guidance for new contributors.

What Contributors Actually Say

Discussions in google-gemini/cookbook 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

  • •Link the issue and include reproduction context in the PR
  • •Keep PRs scoped to a single concern
  • •Include context and link to the related issue

Top PR Friction Pitfalls (Don'ts)

  • •Do not open context-free PRs
  • •Do not break existing tests without fixing them
  • •Do not mix unrelated refactors in a single PR
Response Velocity
21 hours
Standard maintainer review cycle

Average Response Latency

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

Merge Efficiency
16.7%
Selective PR acceptance rate

External Acceptance Rate

Percentage of community pull requests successfully merged into main.

First-Timer Success
100.0%
Strong first-timer PR acceptance rate

First PR Conversion

Rate at which developers submitting their first repository PR succeed.

Active Maintainers
8 core
Highly collaborative maintainer core
Diagnostic Health HUD
16.7%
Merge Gauge
100.0%
1st-Timer
Community Vibe51/100

Embed C-Rank Badge

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

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

Active Good First Issues (0)

View on GitHub

No cached good first issues currently tracked for google-gemini/cookbook.

View all good first issues directly on GitHub

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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 google-gemini/cookbook

When evaluating whether to contribute to google-gemini/cookbook, 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 google-gemini/cookbook acknowledge new external contributions in approximately 21 hours. Out of all submitted pull requests from non-core authors in the last 180-day window, 16.7% were successfully merged into the primary branch.

Frequently Asked Questions - Contributing to google-gemini/cookbook

01

Is google-gemini/cookbook welcoming to first-time open-source contributors?

google-gemini/cookbook has a recorded first-timer success rate of 100.0%. 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 ~21 hours. Keeping PRs scoped to single concerns and ensuring CI checks succeed will optimize review turnaround.

03

What does the 53.6 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 53.6 places google-gemini/cookbook in the Solid tier.

04

What is the external contributor pull request merge rate for google-gemini/cookbook?

The external pull request merge rate is 16.7%. 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 google-gemini/cookbook?

google-gemini/cookbook 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 google-gemini/cookbook 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.