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

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