An open-source, local-first AI learning workbench
C-Rank Grade: B (Solid) - 51/100
External PR Merge Rate: 30%
Response Time: 5d
First Timer Success: 67%
helixnow/deep-student has a recorded first-timer success rate of 66.7%. Repositories ranked B typically provide actionable feedback during code reviews and actively nurture new community contributors.
Maintainers in helixnow/deep-student respond to incoming external pull requests in approximately 125.0 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 50.9 places helixnow/deep-student in the B tier.
The external contributor pull request merge rate for helixnow/deep-student is 30.5%, based on public PR activity from non-core contributors.
helixnow/deep-student does not currently have active "good first issue" tags indexed, but accepts external contributions through standard GitHub issue tracking.
An open-source, local-first AI learning workbench
Strict review standards in helixnow/deep-student. Ensure PR scope matches issue requirements closely before requesting review.
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/helixnow/deep-student?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
Calculating local time...
Calculating local time...
Detected: UTC
Maintainers are most responsive around 13:00 UTC (13:00 UTC in your timezone). Recommended submission window is Monday - Wednesday from 04:00 to 08:00 UTC (04:00 - 08:00 UTC local).
Maintainer Strategy: Maintainer Sweet Spot: PRs under 150 lines merge in ~81 hours (38% approval). Large PRs (>500 lines) take ~600 hours (15% approval). Keep your diff compact for rapid review.
用户画像记忆未能在普通问题中自动生效，导致回答超出用户当前阶段 问题描述 当用户提问时，如果问题中没有明确提及"根据我的阶段"等字眼，AI 倾向于直接回答，而忽略用户画像记忆，导致给出的答案超用户当前学习阶段。 对比测试 场景 A：明确提及人设 用户：线性回归是什么 根据我当前阶段 给我详解 AI：✅ 正确调用 `memory_search` → 读取用户画像 → 给出适合当前阶段的解释 场景 B：普通提问 用户：线性回归是什么？ AI：不调用工具，直接回答，内容超纲 期望行为 无论用户问题是否明确提及人设，AI 都应该： 自动检索用户画像记忆 优先根据用户阶段调整回答深度 如知识库内容超出用户阶段，先说明用户基础再决定是否展开 建议修复方案 方案 1：增强技能提示（推荐，改动最小） 修改 dstu-memory-orchestrator.ts 的检索策略部分：
Rate what actually matters after opening a pull request here.
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When evaluating whether to contribute to helixnow/deep-student, 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 helixnow/deep-student acknowledge new external contributions in approximately 5 days+. Out of all submitted pull requests from non-core authors in the last 180-day window, 30.5% were successfully merged into the primary branch.
helixnow/deep-student has a recorded first-timer success rate of 66.7%. Repositories ranked Solid typically provide actionable feedback during code reviews and actively nurture new community contributors.
The initial maintainer response time averages ~5 days+. 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 50.9 places helixnow/deep-student in the Solid tier.
The external pull request merge rate is 30.5%. GetMerged isolates non-core community contributions so external developers get an accurate benchmark of PR acceptance probability.
helixnow/deep-student 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 helixnow/deep-student 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.