Is gogf/gf welcoming to first-time open-source contributors?
gogf/gf has a recorded first-timer success rate of 41.7%. Repositories ranked A typically provide actionable feedback during code reviews and actively nurture new community contributors.
AI Maintainer Review Guidelines
Review Persona
High-Friction Gatekeeper
Warmth Score
5.0/10
Patience Score
6.0/10
Nitpick Rate
65%
Rigorous architecture standards (100% critical review signals). Ensure PRs strictly follow guidelines before requesting review in gogf/gf.
Top PR Submission Do's
- •Add unit tests with >80% coverage for modified code paths
- •Use conventional commit messages and clean branch names
- •Link relevant GitHub issue ID in PR description pre-flight checklist
Top PR Friction Pitfalls (Don'ts)
- •Do not submit unlinked PRs without referencing an existing issue
- •Do not mix refactoring and feature logic into a single commit
- •Do not ping maintainers repeatedly within 24 hours of opening
Response Velocity
19 hours
Standard maintainer review cycle
Average Response Latency
Tracks hours until a maintainer leaves a review, comment, or PR response.
Merge Efficiency
37.8%
Moderate PR acceptance rate
External Acceptance Rate
Percentage of community pull requests successfully merged into main.
First-Timer Success
41.7%
Accepts new contributor PRs
First PR Conversion
Rate at which developers submitting their first repository PR succeed.
Active Maintainers
23 core
Highly collaborative maintainer core
Diagnostic Health HUD
37.8%
Merge Gauge
41.7%
1st-Timer
Community Vibe43/100
Embed C-Rank Badge
Show contributors that your repository actively reviews and merges external pull requests.
[](https://getmerged.abhishekco.de/gogf/gf?utm_source=github&utm_medium=badge)
90-Day C-Rank Trajectory
12 snapshotsHistorical health & responsiveness evolution
59.4/100A
Sep 17
+52.2
Aug 9Range: 7.2 – 59.4 ptsSep 17
PR Acceptance & Review Speed Forecast
Precomputed via Live PR Events
Overall Merge Odds
37.8%
External PR acceptance
First-Timer Rate
41.7%
First PR success rate
Median Response (p50)
20h
50% receive response in
Tail Latency (p90)
N/A
90% receive response in
Active Maintainers: 23
Optimal PR Submission Window
Maintainer review activity heatmap & prime window prediction
Tuesday - ThursdayConfidence: 100%
Peak Review Hour
08:00 UTC
Calculating local time...
Primary Window
08:00 - 12:00 UTC
Calculating local time...
Active Maintainers
18 Tracked
Detected: UTC
24-Hour Maintainer Activity Heatmap (UTC)
LowPeak
00:0006:0012:0018:0023:00
Maintainers are most responsive around 08:00 UTC (08:00 UTC in your timezone). Recommended submission window is Tuesday - Thursday from 08:00 to 12:00 UTC (08:00 - 12:00 UTC local).
PR Size vs Review Speed
Best Pull Request Size for gogf/gf
Sweet Spot: < 150 lines
Small (<150 LOC)Recommended
13havg review
47% Merge Approval
Medium (150–500 LOC)Normal
1.2davg review
36% Merge Approval
Large (>500 LOC)Slow
4.0davg review
17% Merge Approval
Maintainer Strategy: Maintainer Sweet Spot: PRs under 150 lines merge in ~13 hours (47% approval). Large PRs (>500 lines) take ~95 hours (17% approval). Keep your diff compact for rapid review.
Active Good First Issues (1)
Go version go version go1.26.5 windows/amd64 GoFrame version v2.10.2 Can this bug be reproduced with the latest release? Yes What did you do? Created a partitioned table and queried a single partition through Model.Partition(). db.Exec(ctx, `CREATE TABLE t (id int, tag varchar(10)) PARTITION BY RANGE (id) ( PARTITION p0 VALUES LESS THAN (100), PARTITION p1 VALUES LESS THAN (200), PARTITION p2 VALUES LESS THAN MAXVALUE)`) db.Model("t").Data(g.List{ g.Map{"id": 1, "tag": "in_p0"}, g.Map{"id": 150, "tag": "in_p1"}, g.Map{"id": 500, "tag": "in_p2"}, }).Insert() db.Model("t").Partition("p0").All() What did you see happen? Every call returns the whole table, and an unknown partition name is accepted without error: call rows returned All() (no Partition) 3 in_p0, in_p1, in_p2 Partition("p0").All() 3 in_p0, in_p1, in_p2 Partition("p1").All() 3 in_p0, in_p1, in_p2 Partition("nonexistent").All() 3 in_p0, in_p1, in_p2 CatchSQL shows no P
📅 Opened Aug 3, 2026💬 3 comments
Quality: 50/100Contribute
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Maintainer helpfulness
Review speed
Beginner friendliness
Contributor Compatibility & Review Speed Analysis for gogf/gf
When evaluating whether to contribute to gogf/gf, 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 gogf/gf acknowledge new external contributions in approximately 19 hours. Out of all submitted pull requests from non-core authors in the last 180-day window, 37.8% were successfully merged into the primary branch.
Frequently Asked Questions - Contributing to gogf/gf
01
Is gogf/gf welcoming to first-time open-source contributors?
gogf/gf has a recorded first-timer success rate of 41.7%. 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 ~19 hours. Keeping PRs scoped to single concerns and ensuring CI checks succeed will optimize review turnaround.
03
What does the 55.2 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 55.2 places gogf/gf in the Welcoming tier.
04
What is the external contributor pull request merge rate for gogf/gf?
The external pull request merge rate is 37.8%. 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 gogf/gf?
Yes, gogf/gf currently has 1 active issue(s) tagged with beginner-friendly labels. You can inspect these directly from the repository issues tab.
GetMerged C-Rank™ Indexing Standard
All metrics displayed for gogf/gf 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.