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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