Borrowing it
Nothing to install: this file belongs to YuanyuanMa03/academic-research-skills. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/YuanyuanMa03/academic-research-skills/main/CLAUDE.mdgit clone --depth 1 https://github.com/YuanyuanMa03/academic-research-skillsWrote 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/instructions/yuanyuanma03/academic-research-skills/claude-md)<a href="https://agentmods.dev/instructions/yuanyuanma03/academic-research-skills/claude-md"><img src="https://agentmods.dev/badge/instructions/yuanyuanma03/academic-research-skills/claude-md/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/instructions/yuanyuanma03/academic-research-skills/claude-md"><img src="https://agentmods.dev/badge/instructions/yuanyuanma03/academic-research-skills/claude-md.svg" alt="Reviewed on agentmods" width="80" height="20"></a>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.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.01081 | $0.01081 |
| Opus 5 | $0.00541 | $0.00541 |
| Sonnet 5 | $0.00216 | $0.00216 |
| Haiku 4.5 | $0.00108 | $0.00108 |
Grade A, and why
academic-research-skills CLAUDE.md 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 12d 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.
How it starts
The opening of the file, as written. The whole thing — 141 lines — stays where its author put it; the contents beside it link to each section on GitHub.
CLAUDE.md
This file provides guidance to Claude Code (claude.ai/code) when working with code in this repository.
Project Overview
academic-research-skills is a plugin marketplace for AI-powered academic research tools. It provides 58+ skills across 8 academic platforms (CNKI, Google Scholar, ScienceDirect, Web of Science, PubMed, IEEE Xplore, Nature, Zotero) for Claude Code, Copilot CLI, Codex, Gemini CLI, and other AI assistants.
Repository Structure
academic-research-skills/
├── plugins/ # One directory per plugin
│ └── {platform}-{action}/
│ ├── .claude-plugin/
│ │ └── plugin.json # Plugin metadata (required)
│ └── skills/
│ └── {skill-name}/
│ ├── SKILL.md # Skill instructions (required)
│ ├── scripts/ # Executable scripts (optional)
│ └── references/ # Reference documents (optional)
├── scripts/ # Validation tools
│ ├── validate_skills.py # SKILL.md validator
│ └── validate_plugin_json.py
└── docs/
└── architecture.md # System architecture
Development Commands
Validation (run before committing)
python scripts/validate_skills.py # Validate all SKILL.md files
python scripts/validate_plugin_json.py # Validate plugin.json files
Linting
ruff check plugins/ scripts/ # Lint Python files
ruff format --check plugins/ scripts/ # Format check
Plugin Architecture
Two Plugin Types
-
Browser-based skills (CNKI, GS, SD, WoS, PubMed, IEEE): Use Chrome DevTools MCP for DOM automation. Each plugin.json includes
mcpServersconfig forchrome-devtools-mcp. -
Pure prompt-based skills (Nature): Work with any LLM, no browser required.
Plugin Naming Convention
Pattern: {platform}-{action}
| Platform | Prefix |
|---|---|
| CNKI | cnki- |
| Google Scholar | gs- |
| ScienceDirect | sd- |
| Web of Science | wos- |
| PubMed | pm- |
| IEEE Xplore | ieee- |
| Nature | nature- |
| Zotero | zotero- |
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.
- 12d ago First seen · 141 lines · 1,081 tokens per session scan A 2ab7978cb779
academic-research-skills CLAUDE.md is an instructions file published in the GitHub repository YuanyuanMa03/academic-research-skills (63 stars, last pushed 21d ago), licensed MIT. It adds 1,081 tokens to every session, about $0.0054 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 2026-08-30.
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