| name | vLLM Slack Summary |
| description | Generate slack summaries of vLLM CI SIG Slack channel activity for the RHAIIS midstream release team |
vLLM slack Summary Skill
Automates generating slack summaries of the vLLM CI SIG Slack channel for the Red Hat AI Inference Server (RHAIIS) team.
Prerequisites
- slackdump installed and authenticated with vLLM workspace
- Install: https://github.com/rusq/slackdump
- Auth: Run
slackdump workspace add
Usage
./scripts/generate_transcript.py # Last 7 days (default)
./scripts/generate_transcript.py --days 14 # Custom date range
./scripts/generate_transcript.py --output-dir out # Custom output directory
Context
When summarizing the transcript, focus on:
- Breaking changes affecting the RHAIIS midstream build
- Hardware issues with H100, A100, MI300, or B200 GPUs
- CI/CD infrastructure changes impacting test reliability
- Dependencies changes in build requirements or Python packages
- Performance regressions that could affect RHAIIS
- Upstream releases and their stability status
Output
The skill creates vllm_slack_summary/ containing:
vllm_slack_summary/
├── slack_export/ # Raw Slack export
├── transcript.md # Markdown transcript
└── slack_summary_YYYY-MM-DD_to_YYYY-MM-DD.md # Summary report
After generating the transcript, analyze it and create a summary with:
- Executive Summary (2-3 sentences)
- Key Issues & Resolutions
- CI/CD Infrastructure Changes
- Action Items for Red Hat Team
Troubleshooting
| Issue | Solution |
|---|---|
| slackdump not found | Ensure slackdump is in PATH: which slackdump |
| Authentication failed | Run slackdump workspace add |
| No messages found | Check date range; channel may have no messages in that period |
Quick Reference
- Channel ID: C07R5PAL2L9 (vLLM CI SIG)
- Transcript:
vllm_slack_summary/transcript.md - Summary:
vllm_slack_summary/slack_summary_YYYY-MM-DD_to_YYYY-MM-DD.md