vllm-daily-pr-issue-tracker

vllm-daily-pr-issue-tracker is a skill for Claude Code, Codex from ascend-ai-coding/awesome-ascend-skills. It costs 106 tokens per session (1,150 once invoked), scanned A, original, no licence file.

A daily tracker for pull requests and issues in the vLLM and vLLM Ascend open-source projects. It filters them by selected models and technical topics, analyzes them with a language model, and creates a Markdown report.

In plain words
What is it for?
Use it to follow daily vLLM project activity, filter work on models such as DeepSeek or Qwen, and review changes involving quantization, graph mode, or inference performance.
Why use it?
It reduces the work of checking many project changes and discussions manually. The report provides a regular view of developments related to the chosen models and topics.

Skill for Claude CodeCodex

Which agent this was written for is unclear — body not stored (licence); the path alone says nothing.

Good fit Use it to follow daily vLLM project activity, filter work on models such as DeepSeek or Qwen, and review changes involving quantization, graph mode, or inference performance.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/ascend-ai-coding/awesome-ascend-skills/vllm-daily-pr-issue-tracker
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add ascend-ai-coding/awesome-ascend-skills --skill vllm-daily-pr-issue-tracker
Clone the repo
git clone --depth 1 https://github.com/ascend-ai-coding/awesome-ascend-skills

Made for: Claude Code, Codex.

Its marketplace also offers this one on its own, as the plugin vllm-daily-pr-issue-tracker/plugin install vllm-daily-pr-issue-tracker after adding the marketplace above.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for vllm-daily-pr-issue-tracker

README.md
[![agentmods](https://agentmods.dev/badge/skills/ascend-ai-coding/awesome-ascend-skills/vllm-daily-pr-issue-tracker/github.svg)](https://agentmods.dev/skills/ascend-ai-coding/awesome-ascend-skills/vllm-daily-pr-issue-tracker)
Your own site
<a href="https://agentmods.dev/skills/ascend-ai-coding/awesome-ascend-skills/vllm-daily-pr-issue-tracker"><img src="https://agentmods.dev/badge/skills/ascend-ai-coding/awesome-ascend-skills/vllm-daily-pr-issue-tracker/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for vllm-daily-pr-issue-tracker

Your own site · 80×15
<a href="https://agentmods.dev/skills/ascend-ai-coding/awesome-ascend-skills/vllm-daily-pr-issue-tracker"><img src="https://agentmods.dev/badge/skills/ascend-ai-coding/awesome-ascend-skills/vllm-daily-pr-issue-tracker.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 106 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,150 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin unknown No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00106 $0.01150
Opus 5 $0.00053 $0.00575
Sonnet 5 $0.00021 $0.00230
Haiku 4.5 $0.00011 $0.00115

Measured 6d ago against content hash b864f6843e71, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-11, from the pricing page.

Security

Grade A, and why

vllm-daily-pr-issue-tracker scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 6d ago.

The scan reads SKILL.md. This mod also ships 2 executable files (scripts/fetch_daily_data.py, scripts/generate_report.py), listed below but not scanned — reading those needs a real analyzer, not pattern matching.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

skills/agent-tools/vllm-daily-pr-issue-tracker/SKILL.md · 124 lines

The source is not reproduced here

No licence file

A repository with no LICENSE is all rights reserved by default, so the body is not copied here. The metadata, the measurements and the link are.

Read it on GitHub

Files

What ships with it

6 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 6d ago First seen · 124 lines · 106 tokens per session scan A b864f6843e71

Subscribe to this mod's changes

vllm-daily-pr-issue-tracker is a skill published in the GitHub repository ascend-ai-coding/awesome-ascend-skills (167 stars, last pushed yesterday), with no licence file. It adds 106 tokens to every session and 1,150 once invoked, about $0.0005 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-05.

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