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.
git clone --depth 1 https://github.com/thinker137/shumo-paper-skillWrote 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.
[](https://agentmods.dev/plugins/thinker137/shumo-paper-skill/shumo-paper)<a href="https://agentmods.dev/plugins/thinker137/shumo-paper-skill/shumo-paper"><img src="https://agentmods.dev/badge/plugins/thinker137/shumo-paper-skill/shumo-paper/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.
<a href="https://agentmods.dev/plugins/thinker137/shumo-paper-skill/shumo-paper"><img src="https://agentmods.dev/badge/plugins/thinker137/shumo-paper-skill/shumo-paper.svg" alt="Reviewed on agentmods" width="80" height="20"></a>Grade A, and why
shumo-paper 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 1mo ago.
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.
What it actually says
{"name": "shumo-paper", "description": "全国大学生数学建模竞赛(国赛)全流程辅助:题目分析、模型选择、数据预处理、模型建立求解、结果分析检验,以及完整竞赛论文撰写与优化。", "version": "1.0.0", "author": {"name": "thinker137"}, "homepage": "https://github.com/thinker137/shumo-paper-skill", "repository": "https://github.com/thinker137/shumo-paper-skill", "license": "MIT", "keywords": ["math-modeling", "cmmc", "competition", "paper"]}What it installs
The manifest is a name and a version. 1 skill travel with it, and installing the plugin installs all of them — 147 tokens a session between them. Each is measured on its own page, and each can be installed alone.
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.
- 1mo ago First seen · 1 lines scan A 46b324076d34
shumo-paper is a plugin published in the GitHub repository thinker137/shumo-paper-skill (2 stars, last pushed 2mo ago), licensed MIT. Its token cost is not measured: this kind of file is read by the harness, not the model. 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 2026-08-31.
Other plugins, from other repositories
vibe-ship
Dockerize and deploy any app: detects the stack (Node, Next.js, Python, Django, FastAPI, Go, Rust, Java/Spring, .NET, Rails, Laravel, Phoenix, static, monorepos), writes hardened Dockerfiles, Compose, GitHub Actions/GitLab CI, Kubernetes and Fly/Render/Railway/Cloud Run/AWS/VPS configs, then verifies them with a…
gan-zhong-xue
A learning add-on that turns AI-made code changes into guided, explainable understanding. It uses a question-and-answer process so developers can restate the reasoning and apply it elsewhere.
academic-research-companion
Guide a research project through the full academic lifecycle — idea development, literature review, methodology, writing, feedback, publishing, and authorship — with verified sources and a durable project tracker.
lean-coach
A Lean business-development coach: guide a venture through Running Lean — Lean Canvas, riskiest-assumption testing, customer interviews, experiments, and product/market fit — and role-play the customers, investors, and advisors you test it with.
ux-design
Guide, measure, and implement UX best practices in Claude Code. Scored usability + accessibility audits, quantitative UX metrics, and stack-adaptive scaffolding for design tokens, accessible components, interaction feedback, and UX copy.
agentic-study-environment
A Claude Code learning harness: structured tutor sessions over your own source materials, in any domain.