Multi-agent AI platform with voice and text control. Visual workflows, web interface, and chat integrations (Telegram, Discord, Slack). Long-term memory, any LLM backend, extensible via MCP tools.
C-Rank Grade: B (Solid) - 49/100
External PR Merge Rate: 100%
Response Time: -
First Timer Success: -
achetronic/magec has a recorded first-timer success rate of 0.0%. Repositories ranked B typically provide actionable feedback during code reviews and actively nurture new community contributors.
Maintainers in achetronic/magec respond to incoming external pull requests in approximately 0.0 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 48.5 places achetronic/magec in the B tier.
The external contributor pull request merge rate for achetronic/magec is 100.0%, based on public PR activity from non-core contributors.
achetronic/magec currently has 1 active issue(s) tagged with beginner-friendly labels like "good first issue", "beginner", or "up-for-grabs".
Active maintainer team in achetronic/magec welcoming community pull requests and bug fixes.
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/achetronic/magec?utm_source=github&utm_medium=badge)
Historical health & responsiveness evolution
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 Wednesday - Friday from 10:00 to 14:00 UTC (10:00 - 14:00 UTC local).
Maintainer Strategy: Maintainer Sweet Spot: PRs under 150 lines merge in ~16 hours (96% approval). Large PRs (>500 lines) take ~115 hours (45% approval). Keep your diff compact for rapid review.
Bonjour, Je trouve votre app superbe mais je suis sous Mac Intel de 2017 (faut que j'investisse dans du m4), et la version desktop que vous proposez est en Arm64. Donc pas possible pour moi. Il reste l'installation sous docker ou a partir du binaire. Sous Docker ,j'ai deja une Vingtaine de container et l'instabilité des fois sur mon mac se fait ressentir. J'ai cru comprendre sur le web et avec l'aide D'openCode qu'il serait eventuellement possible de recompiler pour Mac intel... Est ce vraiment le cas, et si oui est ce une opération réalisable avec l'aide d'outil adaptés. Je trouve votre concept génial et je ne demande qu'a pouvoir l'essayer et l'utiliser pour developper mes champs de compétences et d'utilisation. Je vous remercie en tout cas pour l'avoir crée et espere pouvoir réaliser cette compilation hypothéthique. En attendant, je vous souhaite une tres belle journée. Merci a tout l'équipe. LLEN
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When evaluating whether to contribute to achetronic/magec, 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 achetronic/magec acknowledge new external contributions in approximately -. Out of all submitted pull requests from non-core authors in the last 180-day window, 100.0% were successfully merged into the primary branch.
achetronic/magec has a recorded first-timer success rate of 0.0%. Repositories ranked Solid typically provide actionable feedback during code reviews and actively nurture new community contributors.
The initial maintainer response time averages ~-. 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 48.5 places achetronic/magec in the Solid tier.
The external pull request merge rate is 100.0%. GetMerged isolates non-core community contributions so external developers get an accurate benchmark of PR acceptance probability.
Yes, achetronic/magec currently has 1 active issue(s) tagged with beginner-friendly labels. You can inspect these directly from the repository issues tab.
All metrics displayed for achetronic/magec 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.