Skill

vllm-slack-summary

Generates summaries of vLLM CI SIG Slack channel activity for RHAIIS midstream release team, focusing on breaking changes, GPU hardware issues, CI/CD updates, dependencies, performance regressions, and upstream releases.

Python

Bash

CI/CD

devops

monitoring

npx claudepluginhub jeremyeder/ai-helpers-plugin --plugin odh-ai-helpers

Tool Access

This skill uses the workspace's default tool permissions.

Preview

Automates generating slack summaries of the vLLM CI SIG Slack channel for the Red Hat AI Inference Server (RHAIIS) team.

Supporting Assets

README.mdscripts/generate_transcript.py

SKILL.md

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Last CommitMar 30, 2026

Used By3 plugins

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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