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.
npx skills add yinqd3/workbuddy-skills --skill using-academic-researchgit clone --depth 1 https://github.com/yinqd3/workbuddy-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/skills/yinqd3/workbuddy-skills/using-academic-research)<a href="https://agentmods.dev/skills/yinqd3/workbuddy-skills/using-academic-research"><img src="https://agentmods.dev/badge/skills/yinqd3/workbuddy-skills/using-academic-research/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/skills/yinqd3/workbuddy-skills/using-academic-research"><img src="https://agentmods.dev/badge/skills/yinqd3/workbuddy-skills/using-academic-research.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 | $0.00075 | $0.00649 |
| Opus 5 | $0.00037 | $0.00324 |
| Sonnet 5 | $0.00015 | $0.00130 |
| Haiku 4.5 | $0.00007 | $0.00065 |
Grade A, and why
using-academic-research 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 11d 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 — WorkBuddy 版
基于 academic-research-skills(6.4k+ Stars)适配的学术研究技能集。
核心理念
AI 是副驾驶,不是驾驶员。 这套工具不会替你写论文。它处理苦力活——文献检索、引文格式化、数据验证、逻辑一致性检查——让你能专注于需要真正用脑的部分:定义问题、选择方法、解读数据、写出"我认为"之后那句话。
四技能管线
选题探索 → 深度文献调研 → 论文写作 → 同行评审 → 修回 → 发表
| # | 技能 | 子代理 | 模式 | 定位 |
|---|---|---|---|---|
| 1 | deep-research |
13 个 | 7 种 | 深度文献调研:选题→检索→分析→报告 |
| 2 | academic-paper |
12 个 | 10 种 | 论文写作:配置→写作→引文→格式化 |
| 3 | academic-paper-reviewer |
7 个 | 6 种 | 同行评审:多视角审查→编辑决策→修回路线图 |
| 4 | academic-pipeline |
4 个 | 10 阶段 | 全链路编排:调研→写作→审查→修改→定稿 |
四条原则
- 人机协同 — AI 做苦力,你定方向
- 每一步都可验证 — 完整性检查、反泄露协议、统计验证
- 质量优先于速度 — 风格校准、写作质量检查、同行评审模拟
- 引用真实性 — 100% 引文核验、Semantic Scholar API 验证
适配说明
原版为 Claude Code 设计,WorkBuddy 版适配:
- 子代理调度:Claude Code Task → WorkBuddy
Agent工具 - 文件操作:Claude Code → WorkBuddy
Read/Write/Edit/Bash - 语言:繁体→简体中文适配,保留中英双语触发
- 格式输出:LaTeX/DOCX → 依赖本地工具(Pandoc、tectonic 等)
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.
- 11d ago First seen · 42 lines · 75 tokens per session scan A f662564c026c
using-academic-research is a skill published in the GitHub repository yinqd3/workbuddy-skills (6 stars, last pushed 3mo ago), licensed MIT. It adds 75 tokens to every session and 649 once invoked, about $0.0004 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 2026-08-31.
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