jihe520/MathModelAgent - Open Source PR Review Scorecard

🤖📐专为数学建模设计的 Agent & skills ,自动完成数学建模,生成一份完整的可以直接提交的论文。 An Agent Designed for Mathematical Modeling ,Automatically complete mathmodel and generate a complete paper ready for submission.

C-Rank Grade: B (Solid) - 48/100

External PR Merge Rate: 50%

Response Time: 5d

First Timer Success: 100%

Frequently Asked Questions

Is jihe520/MathModelAgent welcoming to first-time open-source contributors?

jihe520/MathModelAgent 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 jihe520/MathModelAgent respond to incoming external pull requests in approximately 126.3 hours on average. Keeping PRs focused on single tasks and ensuring tests pass helps maintainers review faster.

What does the 48.4 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 48.4 places jihe520/MathModelAgent in the B tier.

What is the external contributor pull request merge rate for jihe520/MathModelAgent?

The external contributor pull request merge rate for jihe520/MathModelAgent is 50.0%, based on public PR activity from non-core contributors.

Are there Good First Issues available in jihe520/MathModelAgent?

jihe520/MathModelAgent does not currently have active "good first issue" tags indexed, but accepts external contributions through standard GitHub issue tracking.

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jihe520/MathModelAgent

3,710
BSolid(48/100)Python

🤖📐专为数学建模设计的 Agent & skills ,自动完成数学建模,生成一份完整的可以直接提交的论文。 An Agent Designed for Mathematical Modeling ,Automatically complete mathmodel and generate a complete paper ready for submission.

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AI Maintainer Review Guidelines

Review Persona

Empathetic Technical Mentor

Warmth Score
7.5/10
Patience Score
8.2/10
Nitpick Rate
20%

Collaborative maintainer environment in jihe520/MathModelAgent. Reviews community pull requests with focus on project quality.

What Contributors Actually Say

Discussions in jihe520/MathModelAgent 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

  • Update docs or README when behavior changes
  • Add or update tests for changed behavior before requesting review
  • Include context and link to the related issue

Top PR Friction Pitfalls (Don'ts)

  • Do not ship user-facing changes without matching docs
  • Do not leave requested test coverage unresolved
  • Do not mix unrelated refactors in a single PR
Response Velocity
5 days+
Standard maintainer review cycle

Average Response Latency

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

Merge Efficiency
50.0%
Moderate 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
2 core
Small core review team
Diagnostic Health HUD
50.0%
Merge Gauge
100.0%
1st-Timer
Community Vibe50/100

Embed C-Rank Badge

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

GetMerged C-Rank badge for jihe520/MathModelAgent
[![GetMerged C-Rank](https://getmerged.abhishekco.de/api/badge/jihe520/MathModelAgent)](https://getmerged.abhishekco.de/jihe520/MathModelAgent?utm_source=github&utm_medium=badge)

Active Good First Issues (0)

View on GitHub

No cached good first issues currently tracked for jihe520/MathModelAgent.

View all good first issues directly on GitHub

Looking for more Python beginner tasks?Explore Python GFI

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.

3 ratings required
Maintainer helpfulness
Review speed
Beginner friendliness

Contributor Compatibility & Review Speed Analysis for jihe520/MathModelAgent

When evaluating whether to contribute to jihe520/MathModelAgent, 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 jihe520/MathModelAgent acknowledge new external contributions in approximately 5 days+. Out of all submitted pull requests from non-core authors in the last 180-day window, 50.0% were successfully merged into the primary branch.

Frequently Asked Questions - Contributing to jihe520/MathModelAgent

01

Is jihe520/MathModelAgent welcoming to first-time open-source contributors?

jihe520/MathModelAgent 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 ~5 days+. Keeping PRs scoped to single concerns and ensuring CI checks succeed will optimize review turnaround.

03

What does the 48.4 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 48.4 places jihe520/MathModelAgent in the Solid tier.

04

What is the external contributor pull request merge rate for jihe520/MathModelAgent?

The external pull request merge rate is 50.0%. 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 jihe520/MathModelAgent?

jihe520/MathModelAgent 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 jihe520/MathModelAgent 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.