A toolbar overlay for debugging Flask applications
C-Rank Grade: C (Moderate) - 29/100
External PR Merge Rate: 75%
Response Time: 22d
First Timer Success: -
pallets-eco/flask-debugtoolbar 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.
Maintainers in pallets-eco/flask-debugtoolbar respond to incoming external pull requests in approximately 538.8 hours on average. Keeping PRs focused on single tasks and ensuring tests pass helps maintainers review faster.
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 29.3 places pallets-eco/flask-debugtoolbar in the C tier.
The external contributor pull request merge rate for pallets-eco/flask-debugtoolbar is 75.0%, based on public PR activity from non-core contributors.
pallets-eco/flask-debugtoolbar does not currently have active "good first issue" tags indexed, but accepts external contributions through standard GitHub issue tracking.
A toolbar overlay for debugging Flask applications
Collaborative maintainer environment in pallets-eco/flask-debugtoolbar. Reviews community pull requests with focus on project quality.
Discussions in pallets-eco/flask-debugtoolbar focus heavily on practical implementation feedback, code formatting standards, and issue reproduction details.
Unlinked PRs without issue context and changes that fail automated test suites face the highest review friction.
Average Response Latency
Tracks hours until a maintainer leaves a review, comment, or PR response.
External Acceptance Rate
Percentage of community pull requests successfully merged into main.
First PR Conversion
Rate at which developers submitting their first repository PR succeed.
Show contributors that your repository actively reviews and merges external pull requests.
[](https://getmerged.abhishekco.de/pallets-eco/flask-debugtoolbar?utm_source=github&utm_medium=badge)
External PR acceptance
First PR success rate
50% receive response in
90% receive response in
Maintainer review activity heatmap & prime window prediction
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Detected: UTC
Maintainers are most responsive around 07:00 UTC (07:00 UTC in your timezone). Recommended submission window is Monday - Wednesday from 04:00 to 08:00 UTC (04:00 - 08:00 UTC local).
Maintainer Strategy: Maintainer Sweet Spot: PRs under 150 lines merge in ~350 hours (94% approval). Large PRs (>500 lines) take ~2586 hours (34% approval). Keep your diff compact for rapid review.
No cached good first issues currently tracked for pallets-eco/flask-debugtoolbar.
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When evaluating whether to contribute to pallets-eco/flask-debugtoolbar, 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 pallets-eco/flask-debugtoolbar acknowledge new external contributions in approximately 22 days+. Out of all submitted pull requests from non-core authors in the last 180-day window, 75.0% were successfully merged into the primary branch.
pallets-eco/flask-debugtoolbar 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.
The initial maintainer response time averages ~22 days+. Keeping PRs scoped to single concerns and ensuring CI checks succeed will optimize review turnaround.
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 29.3 places pallets-eco/flask-debugtoolbar in the Moderate tier.
The external pull request merge rate is 75.0%. GetMerged isolates non-core community contributions so external developers get an accurate benchmark of PR acceptance probability.
pallets-eco/flask-debugtoolbar does not have open beginner labels indexed currently, but external PRs for bugs and documentation improvements are evaluated via normal issue triage.
All metrics displayed for pallets-eco/flask-debugtoolbar 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.