Is iblai/os welcoming to first-time open-source contributors?
iblai/os has a recorded first-timer success rate of 0.0%. Repositories ranked D typically provide actionable feedback during code reviews and actively nurture new community contributors.
iblai/os
804
Enables organizations to create and deploy customizable AI agents with support for multiple LLM providers, real-time chat, voice, document training, analytics, user management, SSO authentication, and embeddable widgets. Built with React 19, Redux Toolkit, Radix UI, and Tailwind CSS.
AI Maintainer Review Guidelines
Review Persona
Empathetic Technical Mentor
Warmth Score
8.0/10
Patience Score
8.4/10
Nitpick Rate
25%
Highly welcoming maintainers in iblai/os. Prompt code reviews with positive guidance for new contributors.
What Contributors Actually Say
Discussions in iblai/os 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
- •Include context and link to the related issue
Top PR Friction Pitfalls (Don'ts)
- •Do not leave requested test coverage unresolved
- •Do not open context-free PRs
- •Do not mix unrelated refactors in a single PR
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
0.0%
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
1 core
Single maintainer review bottleneck
Diagnostic Health HUD
0.0%
Merge Gauge
0.0%
1st-Timer
Community Vibe15/100
Embed C-Rank Badge
Show contributors that your repository actively reviews and merges external pull requests.
[](https://getmerged.abhishekco.de/iblai/os?utm_source=github&utm_medium=badge)
90-Day C-Rank Trajectory
4 snapshotsHistorical health & responsiveness evolution
12.0/100D
Oct 11
-48.7
Sep 29Range: 12.0 – 60.7 ptsOct 11
PR Acceptance & Review Speed Forecast
Precomputed via Live PR Events
Overall Merge Odds
N/A
External PR acceptance
First-Timer Rate
N/A
First PR success rate
Median Response (p50)
20h
50% receive response in
Tail Latency (p90)
N/A
90% receive response in
Active Maintainers: 1 High staleness risk (no recent merges)
Optimal PR Submission Window
Maintainer review activity heatmap & prime window prediction
Tuesday - ThursdayConfidence: 100%
Peak Review Hour
14:00 UTC
Calculating local time...
Primary Window
14:00 - 18:00 UTC
Calculating local time...
Active Maintainers
9 Tracked
Detected: UTC
24-Hour Maintainer Activity Heatmap (UTC)
LowPeak
00:0006:0012:0018:0023:00
Maintainers are most responsive around 14:00 UTC (14:00 UTC in your timezone). Recommended submission window is Tuesday - Thursday from 14:00 to 18:00 UTC (14:00 - 18:00 UTC local).
PR Size vs Review Speed
Best Pull Request Size for iblai/os
Sweet Spot: < 150 lines
Small (<150 LOC)Recommended
13havg review
81% Merge Approval
Medium (150–500 LOC)Normal
1.2davg review
62% Merge Approval
Large (>500 LOC)Slow
3.9davg review
29% Merge Approval
Maintainer Strategy: Maintainer Sweet Spot: PRs under 150 lines merge in ~13 hours (81% approval). Large PRs (>500 lines) take ~95 hours (29% approval). Keep your diff compact for rapid review.
Active Good First Issues (0)
No cached good first issues currently tracked for iblai/os.
Looking for more TypeScript beginner tasks?Explore TypeScript 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.
Maintainer helpfulness
Review speed
Beginner friendliness
Contributor Compatibility & Review Speed Analysis for iblai/os
When evaluating whether to contribute to iblai/os, 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 iblai/os acknowledge new external contributions in approximately 19 hours. Out of all submitted pull requests from non-core authors in the last 180-day window, 0.0% were successfully merged into the primary branch.
Frequently Asked Questions - Contributing to iblai/os
01
Is iblai/os welcoming to first-time open-source contributors?
iblai/os has a recorded first-timer success rate of 0.0%. Repositories ranked Risky 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 18.8 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 18.8 places iblai/os in the Risky tier.
04
What is the external contributor pull request merge rate for iblai/os?
The external pull request merge rate is 0.0%. 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 iblai/os?
iblai/os 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 iblai/os 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.