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15 changes: 14 additions & 1 deletion .github/workflows/pulse.yml
Original file line number Diff line number Diff line change
Expand Up @@ -73,11 +73,24 @@ jobs:
${{ steps.pulse.outputs.report }}
EOF

- name: Set up Python
uses: actions/setup-python@v5
with:
python-version: "3.x"

Comment on lines +76 to +80
- name: Format report with pre-commit
run: |
pip install pre-commit
# Run the Markdown formatting hooks on the generated report only.
# pre-commit exits non-zero when it reformats a file, so don't fail the job.
pre-commit run mdformat end-of-file-fixer trailing-whitespace \
--files reports/${{ env.DATE }}.md || true
Comment on lines +83 to +87

- name: Create Pull Request
uses: peter-evans/create-pull-request@v8.1.1
with:
token: ${{ secrets.GITHUB_TOKEN }}
commit-message: "Add weekly pulse report for ${{ env.DATE }}"
commit-message: "docs: Add weekly pulse report for ${{ env.DATE }}"
add-paths: reports/${{ env.DATE }}.md
branch: ${{ env.SOURCE_BRANCH }}
base: ${{ env.TARGET_BRANCH }}
Expand Down
47 changes: 32 additions & 15 deletions reports/2026-06-08.md
Original file line number Diff line number Diff line change
@@ -1,14 +1,13 @@
# 📊 GitHub Pulse Scout — areal-project/AReaL

**Window:** 2026-06-01T04:35:04.613Z → 2026-06-08T04:35:04.613Z
**Issues fetched:** 14
**Window:** 2026-06-01T04:35:04.613Z → 2026-06-08T04:35:04.613Z **Issues fetched:** 14

## Activity

| Metric | Count |
| :---------------- | ----: |
| 🆕 New issues | 4 |
| ✅ Closed issues | 6 |
| ✅ Closed issues | 6 |
| 📂 Currently open | 8 |

## Response efficiency
Expand All @@ -32,27 +31,45 @@

## 🔥 Hottest issues

- [#1302](https://github.com/areal-project/AReaL/issues/1302) — [Roadmap] 2026 Q2 Milestones (💬 **8**)
- [#1382](https://github.com/areal-project/AReaL/issues/1382) — [Question] areal 环境依赖问题 (💬 **5**)
- [#1298](https://github.com/areal-project/AReaL/issues/1298) — [BUG] clear_batches() crashes non-DP-head ranks on TP/PP > 1 (regression from #1282) (💬 **4**)
- [#1260](https://github.com/areal-project/AReaL/issues/1260) — [Feature] Migrate the primary megatron integration lib from `mbridge` to `megatron-bridge` (💬 **4**)
- [#1243](https://github.com/areal-project/AReaL/issues/1243) — [RFC] Integrate Ray Core RDT for Weight Syncing (💬 **4**)
- [#1302](https://github.com/areal-project/AReaL/issues/1302) — [Roadmap] 2026 Q2
Milestones (💬 **8**)
- [#1382](https://github.com/areal-project/AReaL/issues/1382) — [Question] areal 环境依赖问题
(💬 **5**)
- [#1298](https://github.com/areal-project/AReaL/issues/1298) — [BUG] clear_batches()
crashes non-DP-head ranks on TP/PP > 1 (regression from #1282) (💬 **4**)
- [#1260](https://github.com/areal-project/AReaL/issues/1260) — [Feature] Migrate the
primary megatron integration lib from `mbridge` to `megatron-bridge` (💬 **4**)
- [#1243](https://github.com/areal-project/AReaL/issues/1243) — [RFC] Integrate Ray Core
RDT for Weight Syncing (💬 **4**)

## 🤖 AI Summary

# Pulse summary — last **7 days**

### Overall
Activity is steady with modest throughput and healthy contributor diversity, but **21-day** average close time and **6** stale-tagged open items signal slower follow-through. Momentum is focused on roadmap planning and backend integrations rather than rapid bug triage.

Activity is steady with modest throughput and healthy contributor diversity, but
**21-day** average close time and **6** stale-tagged open items signal slower
follow-through. Momentum is focused on roadmap planning and backend integrations rather
than rapid bug triage.

### Trends & focus
- Throughput is balanced (4 new, 6 closed) yet aging: long-lived bugs and RFCs linger while roadmap issues dominate discussion (#1302, #1381).
- **21.4 days** average close time and multiple stale labels point to limited maintainer bandwidth for cleanup and validation.
- Participation is broad (**12** unique authors) with emphasis on backend upgrades (FP8, awex/CUDA-IPC, Ray RDT) and reliability regressions (#1298).

- Throughput is balanced (4 new, 6 closed) yet aging: long-lived bugs and RFCs linger
while roadmap issues dominate discussion (#1302, #1381).
- **21.4 days** average close time and multiple stale labels point to limited maintainer
bandwidth for cleanup and validation.
- Participation is broad (**12** unique authors) with emphasis on backend upgrades (FP8,
awex/CUDA-IPC, Ray RDT) and reliability regressions (#1298).

### Recommendations

- Triage and close or revive stale items to reduce noise and clarify priorities.
- Set service-level targets (e.g., 7-day first response, 14-day close) for bugs and regressions.
- Add short “help wanted” notes to roadmap and CC-labeled tasks to convert interest into progress.
- Set service-level targets (e.g., 7-day first response, 14-day close) for bugs and
regressions.
- Add short “help wanted” notes to roadmap and CC-labeled tasks to convert interest into
progress.

<small>Generated on 2026-06-08T04:35:04.616Z 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>
<small>Generated on 2026-06-08T04:35:04.616Z 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>
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