An explorable island world to learn AI coding and build real projects with AI agents. Powered by DeepSeek Harness.
C-Rank Grade: B (Solid) - 49/100
External PR Merge Rate: 59%
Response Time: 20h
First Timer Success: 50%
Qiuner/agent-isles has a recorded first-timer success rate of 50.0%. Repositories ranked B typically provide actionable feedback during code reviews and actively nurture new community contributors.
Maintainers in Qiuner/agent-isles respond to incoming external pull requests in approximately 20.4 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 49.3 places Qiuner/agent-isles in the B tier.
The external contributor pull request merge rate for Qiuner/agent-isles is 59.3%, based on public PR activity from non-core contributors.
Qiuner/agent-isles does not currently have active "good first issue" tags indexed, but accepts external contributions through standard GitHub issue tracking.
An explorable island world to learn AI coding and build real projects with AI agents. Powered by DeepSeek Harness.
Collaborative maintainer environment in Qiuner/agent-isles. Reviews community pull requests with focus on project quality.
Discussions in Qiuner/agent-isles 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/Qiuner/agent-isles?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 02:00 UTC (02:00 UTC in your timezone). Recommended submission window is Monday - Wednesday from 00:00 to 04:00 UTC (00:00 - 04:00 UTC local).
Maintainer Strategy: Maintainer Sweet Spot: PRs under 150 lines merge in ~13 hours (74% approval). Large PRs (>500 lines) take ~98 hours (27% approval). Keep your diff compact for rapid review.
问题与证据 apps/desktop/build-darwin.mjs 目前把 assets/brand/favicon.ico 复制到 Resources，但生成的 Info.plist 没有 CFBundleIconFile。需要补齐 macOS 原生应用图标。此项为源码发现，Finder 当前实际显示效果仍需 Mac 验证。 范围 只处理现有便携启动器 Agent Isles.app 的品牌图标，使用项目已有品牌资源，不替换 DeepSeek Harness 自己的工作台 Logo，也不改官方桌面接入。 完成标准 从已有高分辨率品牌图片生成包含常用及 Retina 尺寸的 ICNS，保持透明和比例，记录可复现生成方式。 构建时将 ICNS 放入 bundle Resources，并正确设置 CFBundleIconFile。 缺少必需图标时给出明确构建错误，避免静默生成无品牌的发布物。 在 Mac 上构建、解压并检查 Finder 和应用信息中的图标，提供截图与系统/架构信息。 不改变菜单栏应用的生命周期、窗口行为或工作台品牌；更新现有中英文桌面说
问题与已有证据 官方 dsh-v0.1.6-alpha.1 的隔离桌面已能加载产品插件、主岛与邻岛，原生聊天输入框的显示、关闭重开和尺寸变化已做本机检查。但这不证明真实 Coding、审批、后台通知和重启续接已经完成验收；生产 runtime 仍为 0.1.3-alpha.1。 范围 用专用测试项目和使用者认可的模型配置，通过 upstream:desktop:probe --product --preview 走通自由创作闭环。先记录问题，再按实际失败点修复，不直接替换生产 runtime。首课教学由 #13 跟踪。 完成标准 选择或创建项目，Q 会话正确绑定该项目。 原生聊天完成一次真实文件修改并检查运行结果；记录实际模型与版本，不上传 Key。 分别验证同意与拒绝工具审批，拒绝后可以继续会话。 对话框打开和关闭探索两种情况下，完成/需要确认通知均可到达正确会话。 关闭重开桌面后恢复原项目和会话，不重复发送任务
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When evaluating whether to contribute to Qiuner/agent-isles, 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 Qiuner/agent-isles acknowledge new external contributions in approximately 20 hours. Out of all submitted pull requests from non-core authors in the last 180-day window, 59.3% were successfully merged into the primary branch.
Qiuner/agent-isles has a recorded first-timer success rate of 50.0%. Repositories ranked Solid typically provide actionable feedback during code reviews and actively nurture new community contributors.
The initial maintainer response time averages ~20 hours. 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 49.3 places Qiuner/agent-isles in the Solid tier.
The external pull request merge rate is 59.3%. GetMerged isolates non-core community contributions so external developers get an accurate benchmark of PR acceptance probability.
Qiuner/agent-isles 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 Qiuner/agent-isles 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.