TimeCopilot/timecopilot - Open Source PR Review Scorecard

TimeCopilot: the GenAI Forecasting Agent. Built on LLMs and Time Series Foundation Models, it lets you forecast, cross-validate, and detect anomalies using multiple foundation models through a single API. From finance and energy to web analytics, TimeCopilot turns natural-language queries into production-ready forecasts.

C-Rank Grade: A (Welcoming) - 67/100

External PR Merge Rate: 76%

Response Time: <1h

First Timer Success: 75%

Frequently Asked Questions

Is TimeCopilot/timecopilot welcoming to first-time open-source contributors?

TimeCopilot/timecopilot has a recorded first-timer success rate of 75.0%. 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 TimeCopilot/timecopilot respond to incoming external pull requests in approximately 0.6 hours on average. Keeping PRs focused on single tasks and ensuring tests pass helps maintainers review faster.

What does the 66.7 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 66.7 places TimeCopilot/timecopilot in the A tier.

What is the external contributor pull request merge rate for TimeCopilot/timecopilot?

The external contributor pull request merge rate for TimeCopilot/timecopilot is 76.3%, based on public PR activity from non-core contributors.

Are there Good First Issues available in TimeCopilot/timecopilot?

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

TimeCopilot
TimeCopilot/timecopilotAWelcoming582
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TimeCopilot

TimeCopilot/timecopilot

582
AWelcoming(67/100)Python

TimeCopilot: the GenAI Forecasting Agent. Built on LLMs and Time Series Foundation Models, it lets you forecast, cross-validate, and detect anomalies using multiple foundation models through a single API. From finance and energy to web analytics, TimeCopilot turns natural-language queries into production-ready forecasts.

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AI Maintainer Review Guidelines

Review Persona

Welcoming Community Builder

Warmth Score
9.5/10
Patience Score
9.2/10
Nitpick Rate
20%

Highly welcoming maintainers in TimeCopilot/timecopilot. Prompt code reviews with positive guidance for new contributors.

Top PR Submission Do's

  • Ensure code complies with the project coding style
  • Keep PRs scoped to a single concern
  • Include context and link to the related issue

Top PR Friction Pitfalls (Don'ts)

  • Do not submit PRs without linking an issue
  • Do not break existing tests without fixing them
  • Do not mix unrelated refactors in a single PR
Response Velocity
<1 hour
⚡ Fast reviewer response

Average Response Latency

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

Merge Efficiency
76.3%
High acceptance rate for external PRs

External Acceptance Rate

Percentage of community pull requests successfully merged into main.

First-Timer Success
75.0%
Strong first-timer PR acceptance rate

First PR Conversion

Rate at which developers submitting their first repository PR succeed.

Active Maintainers
7 core
Highly collaborative maintainer core
Diagnostic Health HUD
76.3%
Merge Gauge
75.0%
1st-Timer
Community Vibe83/100

Embed C-Rank Badge

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

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

Active Good First Issues (0)

View on GitHub

No cached good first issues currently tracked for TimeCopilot/timecopilot.

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.

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Maintainer helpfulness
Review speed
Beginner friendliness

Contributor Compatibility & Review Speed Analysis for TimeCopilot/timecopilot

When evaluating whether to contribute to TimeCopilot/timecopilot, 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 TimeCopilot/timecopilot acknowledge new external contributions in approximately <1 hour. Out of all submitted pull requests from non-core authors in the last 180-day window, 76.3% were successfully merged into the primary branch.

Frequently Asked Questions - Contributing to TimeCopilot/timecopilot

01

Is TimeCopilot/timecopilot welcoming to first-time open-source contributors?

TimeCopilot/timecopilot has a recorded first-timer success rate of 75.0%. 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 ~<1 hour. Keeping PRs scoped to single concerns and ensuring CI checks succeed will optimize review turnaround.

03

What does the 66.7 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 66.7 places TimeCopilot/timecopilot in the Welcoming tier.

04

What is the external contributor pull request merge rate for TimeCopilot/timecopilot?

The external pull request merge rate is 76.3%. 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 TimeCopilot/timecopilot?

TimeCopilot/timecopilot 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 TimeCopilot/timecopilot 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.