Borrowing it
Nothing to install: this file belongs to voidful/academic-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/voidful/academic-skills/main/CLAUDE.mdgit clone --depth 1 https://github.com/voidful/academic-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/voidful/academic-skills/claude-md)<a href="https://agentmods.dev/instructions/voidful/academic-skills/claude-md"><img src="https://agentmods.dev/badge/instructions/voidful/academic-skills/claude-md.svg" alt="Measured on agentmods" 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 | $0.00709 | $0.00709 |
| Opus 5 | $0.00354 | $0.00354 |
| Sonnet 5 | $0.00142 | $0.00142 |
| Haiku 4.5 | $0.00071 | $0.00071 |
Grade A, and why
academic-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 6d 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
Academic Research Skills — 調度器
本倉庫提供完整的學術研究 Skill 套件，涵蓋從論文閱讀到撰寫、審稿的完整研究流程。
本套件符合 Agent Skills 開放標準，同時支援 Claude Code、ChatGPT/Codex CLI、Gemini CLI。
Skill 路由
| 指令 | Skill | 說明 |
|---|---|---|
/read-paper |
paper-reading/SKILL.md |
太奶角色論文導讀（繁中） |
/brainstorm |
idea-generation/SKILL.md |
發散→搜索→收斂三階段構思 |
/experiment |
experiment-design/SKILL.md |
實驗設計與規劃 |
/prove |
proof-writer/SKILL.md |
理論推導與數學證明 |
/write-paper |
paper-writing/SKILL.md |
論文撰寫（頂會標準） |
/review |
paper-review/SKILL.md |
4步驟學術審稿 |
/prof-fit |
professor-fit-analyser/SKILL.md |
教授適配度分析 |
Skill Pipeline
professor-fit-analyser ─┐
↓
paper-reading ──→ idea-generation ──→ experiment-design
│ │
↓ ↓
paper-review ←── paper-writing ←──── proof-writer
│ ↑
└─────────────────┘ (revision cycle)
語言慣例
- 預設語言: 繁體中文（分析、解釋、討論）
- 英文場景: LaTeX 生成、正式審稿輸出（Step 4）、數學符號與定理名稱
- 學術詞彙: 參考
shared/chinese-academic-glossary.md確保一致性
品質標準
- 每個
SKILL.md必須包含符合 agentskills.io 標準 的 YAML frontmatter（name, description 為必填；license, compatibility, metadata 為選填） - 每個
SKILL.md建議 200–500 行 - Reference 檔案提供詳細指引，SKILL.md 透過相對路徑引用
- 所有模板使用 Markdown 或 LaTeX 格式
Cross-Reference 規則
- Skill 之間可透過相對路徑互相引用：
../paper-writing/SKILL.md - 共享資源放在
shared/目錄 - 每個 Skill 的
references/僅存放該 Skill 專屬的參考資料
使用方式
- 將本倉庫 clone 到工作目錄
- 在 Claude Code 中開啟該目錄
- 使用上方指令表中的
/指令啟動對應 Skill - 依照 Skill Pipeline 完成完整研究流程
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.
- 6d ago First seen · 57 lines · 709 tokens per session scan A b0ede4898ba1
academic-skills CLAUDE.md is an instructions file published in the GitHub repository voidful/academic-skills (126 stars, last pushed 5mo ago), licensed MIT. It adds 709 tokens to every session, about $0.0035 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.
Other instructions, from other repositories
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AGENTS.md instructions for vercel/next.js, covering next.js development guide, codebase structure, monorepo overview, core package: packages/next and other important packages.
codex AGENTS.md
AGENTS.md instructions for openai/codex, covering rust/codex-rs, the codex-core crate, code review rules, crate api surface and model visible context.
vscode buildNext.instructions.md
Working notes and architecture documentation for the new esbuild-based build system in build/next. Use when making changes to the new build pipeline (transpile/bundle commands, NLS plugin, source-map handling, resource copying, or self-hosting watch tasks).
vscode oss-third-party-notices.instructions.md
Instructions for microsoft/vscode, covering vs code oss third-party-notices pipeline, architecture, pipeline flow in ci, applying the notice (cutover) and fallback chain (never fail the build).
langchain AGENTS.md
AGENTS.md instructions for langchain-ai/langchain, covering global development guidelines for the langchain monorepo, corridor security analysis, project architecture and context, monorepo structure and development tools & commands.
spec-kit AGENTS.md
AGENTS.md instructions for github/spec-kit, covering agents.md, about spec kit and specify, quickstart — add a new integration in 5 steps, integration architecture and integrationmanifest — file tracking.