theskumar/python-dotenv - Open Source PR Review Scorecard

Reads key-value pairs from a .env file and can set them as environment variables. It helps in developing applications following the 12-factor principles.

C-Rank Grade: C (Moderate) - 38/100

External PR Merge Rate: 6%

Response Time: 15h

First Timer Success: -

Frequently Asked Questions

Is theskumar/python-dotenv welcoming to first-time open-source contributors?

theskumar/python-dotenv has a recorded first-timer success rate of 0.0%. Repositories ranked C 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 theskumar/python-dotenv respond to incoming external pull requests in approximately 14.6 hours on average. Keeping PRs focused on single tasks and ensuring tests pass helps maintainers review faster.

What does the 37.7 C-Rank™ score (C 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 37.7 places theskumar/python-dotenv in the C tier.

What is the external contributor pull request merge rate for theskumar/python-dotenv?

The external contributor pull request merge rate for theskumar/python-dotenv is 6.3%, based on public PR activity from non-core contributors.

Are there Good First Issues available in theskumar/python-dotenv?

theskumar/python-dotenv does not currently have active "good first issue" tags indexed, but accepts external contributions through standard GitHub issue tracking.

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theskumar/python-dotenvCModerate8.9k
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theskumar/python-dotenv

8,857
CModerate(38/100)Python

Reads key-value pairs from a .env file and can set them as environment variables. It helps in developing applications following the 12-factor principles.

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AI Maintainer Review Guidelines

Review Persona

Empathetic Technical Mentor

Warmth Score
8.4/10
Patience Score
8.6/10
Nitpick Rate
25%

Highly welcoming maintainers in theskumar/python-dotenv. Prompt code reviews with positive guidance for new contributors.

What Contributors Actually Say

Discussions in theskumar/python-dotenv 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
14 hours
Standard maintainer review cycle

Average Response Latency

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

Merge Efficiency
6.3%
Selective PR acceptance rate

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
9 core
Highly collaborative maintainer core
Diagnostic Health HUD
6.3%
Merge Gauge
0.0%
1st-Timer
Community Vibe22/100

Embed C-Rank Badge

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

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

Active Good First Issues (0)

View on GitHub

No cached good first issues currently tracked for theskumar/python-dotenv.

View all good first issues directly on GitHub

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Contributor Community Vibe Feedback

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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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Contributor Compatibility & Review Speed Analysis for theskumar/python-dotenv

When evaluating whether to contribute to theskumar/python-dotenv, 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 theskumar/python-dotenv acknowledge new external contributions in approximately 14 hours. Out of all submitted pull requests from non-core authors in the last 180-day window, 6.3% were successfully merged into the primary branch.

Frequently Asked Questions - Contributing to theskumar/python-dotenv

01

Is theskumar/python-dotenv welcoming to first-time open-source contributors?

theskumar/python-dotenv has a recorded first-timer success rate of 0.0%. Repositories ranked Moderate 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 ~14 hours. Keeping PRs scoped to single concerns and ensuring CI checks succeed will optimize review turnaround.

03

What does the 37.7 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 37.7 places theskumar/python-dotenv in the Moderate tier.

04

What is the external contributor pull request merge rate for theskumar/python-dotenv?

The external pull request merge rate is 6.3%. 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 theskumar/python-dotenv?

theskumar/python-dotenv 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 theskumar/python-dotenv 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.