🔄 Weekly pulse report: 2026-09-11

reports/2026-09-11.md

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+# 📊 GitHub Pulse Scout — areal-project/AReaL
+
+**Window:** 2026-09-04T06:31:17.085Z → 2026-09-11T06:31:17.085Z **Issues fetched:** 3
+
+## Activity
+
+| Metric            | Count |
+| :---------------- | ----: |
+| 🆕 New issues     |     1 |
+| ✅ Closed issues  |     0 |
+| 📂 Currently open |     3 |
+
+## Response efficiency
+
+| Metric                 | Value |
+| :--------------------- | ----: |
+| Avg close time (hours) |   N/A |
+| Avg close time (days)  |   N/A |
+| Closed sample size     |     0 |
+| Unique issue authors   |     3 |
+
+## Top labels
+
+| Label                        | Count |
+| :--------------------------- | ----: |
+| `stale`                      |     2 |
+| `open-source-camp-exclusive` |     1 |
+| `camp-medium-high`           |     1 |
+| `governance`                 |     1 |
+
+## 🔥 Hottest issues
+
+- [#1612](https://github.com/areal-project/AReaL/issues/1612) — [Feature] Migrate
+  multimodal vLLM rollouts to token-in/token-out generation (💬 **3**)
+- [#1695](https://github.com/areal-project/AReaL/issues/1695) — \[2026 Open Source Camp
+  Exclusive Issue\] Improve offline data preparation with validation, tutorials, and
+  image utility tests (💬 **1**)
+- [#1642](https://github.com/areal-project/AReaL/issues/1642) — [DISCUSS] Putting
+  governance into practice: retiring inactive maintainers & the contributor ladder (💬
+  **1**)
+
+## 🤖 AI Summary
+
+# Pulse summary — last 7 days
+
+### Overall
+
+Activity is **quiet but intentional**, with **3 open issues** and no closures this week.
+Momentum is steady rather than urgent, and governance work is finally moving from policy
+to practice.
+
+### Trends & focus
+
+- All current issues remain open; **no closures** this week, so resolution velocity is
+  stalled.
+- Multimodal vLLM reliability and offline data prep are the main technical thrusts
+  (#1612, #1695).
+- Community participation is light but diverse (**3 unique authors**), with governance
+  and camp tasks shaping priorities (#1642).
+- **Stale** flags appear on two issues, suggesting backlog hygiene needs attention.
+
+### Recommendations
+
+- Close or revive stale issues to reduce noise and clarify scope.
+- Prioritize a quick win on #1695 to boost contributor confidence and unblock data prep.
+- Schedule a short sync to advance #1642 governance actions and define clear maintainer
+  rotation criteria.
+
+<small>Generated on 2026-09-11T06:31:17.088Z by
+[GH Pulse Scout](https://github.com/oss-infra/gh-pulse-scout), a tool that analyzes
+GitHub issue data to provide insights into project health and trends with AI 💖.</small>