终极愿景：目标是创造一个全方位服务于用户全场景的 AI 全能管家AGI—“小粒”。除了不具备物理形态外，“小粒”将提供与远程视频通话中的真人几乎无异的体验，具备思考、情感交流、视觉、听觉以及模拟触觉反馈等能力，并能够游走在任何家庭、车辆等场景显示设备上自由与人交互。功能覆盖智能家居控制、情感陪伴、学习交流、健康管理、安全防护、个人购物、外出导航及酒店预订等多个方面，还可以代理主人进入AI世界与AI网络互联，和其他用户的虚拟管家或者虚拟个体交互。为了实现 "小粒" 的终极愿景，将这个项目以开源的方式向全球开发者、研究者和技术爱好者开放，共同打造一个高度智能、情感化和人性化的全能管家。通过全球技术社区的力量和智慧，"小粒" 将成为用户生活中不可或缺的伙伴，为每个人提供更加贴近人性的陪伴与服务。
C-Rank Grade: D (Risky) - 8/100
External PR Merge Rate: -
Response Time: -
First Timer Success: -
latiaoge/AI-Sphere-Butler 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.
Maintainers in latiaoge/AI-Sphere-Butler 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 8.0 places latiaoge/AI-Sphere-Butler in the D tier.
The external contributor pull request merge rate for latiaoge/AI-Sphere-Butler is 0.0%, based on public PR activity from non-core contributors.
latiaoge/AI-Sphere-Butler does not currently have active "good first issue" tags indexed, but accepts external contributions through standard GitHub issue tracking.
终极愿景：目标是创造一个全方位服务于用户全场景的 AI 全能管家AGI—“小粒”。除了不具备物理形态外，“小粒”将提供与远程视频通话中的真人几乎无异的体验，具备思考、情感交流、视觉、听觉以及模拟触觉反馈等能力，并能够游走在任何家庭、车辆等场景显示设备上自由与人交互。功能覆盖智能家居控制、情感陪伴、学习交流、健康管理、安全防护、个人购物、外出导航及酒店预订等多个方面，还可以代理主人进入AI世界与AI网络互联，和其他用户的虚拟管家或者虚拟个体交互。为了实现 "小粒" 的终极愿景，将这个项目以开源的方式向全球开发者、研究者和技术爱好者开放，共同打造一个高度智能、情感化和人性化的全能管家。通过全球技术社区的力量和智慧，"小粒" 将成为用户生活中不可或缺的伙伴，为每个人提供更加贴近人性的陪伴与服务。
Active maintainer team in latiaoge/AI-Sphere-Butler 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/latiaoge/AI-Sphere-Butler?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 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).
Maintainer Strategy: Maintainer Sweet Spot: PRs under 150 lines merge in ~16 hours (81% approval). Large PRs (>500 lines) take ~115 hours (29% approval). Keep your diff compact for rapid review.
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No cached good first issues currently tracked for latiaoge/AI-Sphere-Butler.
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When evaluating whether to contribute to latiaoge/AI-Sphere-Butler, 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 latiaoge/AI-Sphere-Butler acknowledge new external contributions in approximately -. 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.
latiaoge/AI-Sphere-Butler 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.
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 8.0 places latiaoge/AI-Sphere-Butler in the Risky tier.
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.
latiaoge/AI-Sphere-Butler 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 latiaoge/AI-Sphere-Butler 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.