academic-research-skills: Instructions file for Claude Code

CLAUDE.md

academic-research-skills CLAUDE.md is an instructions file for Claude Code from YuanyuanMa03/academic-research-skills. It costs 1,081 tokens per session, scanned A, original, MIT.

Repository instructions for an academic-research skills marketplace: a collection of tools for searching and managing scholarly information. They describe the project layout, supported research platforms, development commands, and validation checks.

In plain words
What is it for?
Understanding the repository structure, developing academic-research skills, editing plugin metadata, and validating skill files before commits.
Why use it?
They give contributors the project context and rules needed to change the repository safely. They also define checks to run before committing changes.

Instructions file for Claude Code

Written for Claude Code: Claude Code plugin machinery. Also seen: mentions CLAUDE.md; mentions Claude Code; mentions Codex.

This is YuanyuanMa03/academic-research-skills's own configuration. It tells Claude Code how to work on academic-research-skills itself, so it is not a mod to install elsewhere. Copy it as a starting point and replace the rules that are about this project. Everything academic-research-skills configures →

Reuse

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.

Copy the file
curl -O https://raw.githubusercontent.com/YuanyuanMa03/academic-research-skills/main/CLAUDE.md
Clone the repo
git clone --depth 1 https://github.com/YuanyuanMa03/academic-research-skills

Made for: Claude Code.

Wrote this? Show the measurements

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README.md
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Per session 1,081 This file is loaded in full into every session.
When invoked 1,081 The same file — it is already loaded in full.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original 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 $0.01081 $0.01081
Opus 5 $0.00541 $0.00541
Sonnet 5 $0.00216 $0.00216
Haiku 4.5 $0.00108 $0.00108

Measured 12d ago against content hash 2ab7978cb779, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-11, from the pricing page.

Security

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.

CLAUDE.md · 141 lines

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

  1. Browser-based skills (CNKI, GS, SD, WoS, PubMed, IEEE): Use Chrome DevTools MCP for DOM automation. Each plugin.json includes mcpServers config for chrome-devtools-mcp.

  2. 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-

Read the full file on GitHub · 141 lines

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. 12d ago First seen · 141 lines · 1,081 tokens per session scan A 2ab7978cb779

Subscribe to this mod's changes

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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