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Install in OpenClaw
/install eo-workflow-paper
Description
学术论文工作流 - 从文献研究到论文发表的完整流程，覆盖论文撰写、格式规范、查重控制
README (SKILL.md)
eo-workflow-paper
学术论文工作流 - 从文献研究到论文发表的完整流程
一句话介绍
端到端学术论文工作流，将论文研究周期从3周压缩到1周，调用141位专家库实现800%效率提升。
核心功能
- 文献研究: 核心文献智能筛选（50篇→15篇），研究热点报告生成
- 方法论设计: 研究问题定义、实验方案设计、假设推导
- 论文撰写: IMRAD结构完整输出，Abstract/Introduction/Method/Experiment/Conclusion
- 审查修改: 逻辑审查、语言润色、查重控制（\x3C10%）
使用方法
# 启动学术论文工作流
/dream "深度学习医疗影像诊断论文，SCI二区"
// 或者直接调用
使用 eo-workflow-paper 完成一篇关于[主题]的学术论文
与EO插件的协同
| Ability | 用途 |
|---|---|
| eo-ability-plan | 生成 WBS 论文撰写计划 |
| eo-ability-architect | 论文整体架构设计 |
| eo-ability-verify | Checkpoint 格式合规检查 |
| eo-ability-memory | 记住导师偏好、目标期刊格式 |
| eo-ability-rag | 共享学术写作知识库 |
独立运行模式（有EO vs 无EO）
| 模式 | 能力 |
|---|---|
| 有EO插件 | 141专家库调用、跨会话记忆、Checkpoint自动验证、真实文献筛选 |
| 无插件（基础） | LLM生成文本、IMRAD结构模板、基础格式检查 |
案例数据
- 文献综述: 3天→3小时（效率提升800%）
- 修改轮次: 5轮→2轮（节省2周）
- 格式一致性: 100%
示例
/dream "深度学习医疗影像诊断论文，SCI二区，目标期刊Medical Image Analysis"
// EO 自动执行：
// 1. [academic-research-methodologist] → 确定研究热点 + 制定搜索策略
// 2. [specialized-ml-engineer] → 筛选核心文献（50篇→15篇）
// 3. [academic-methodologist] → 设计 U-Net+Attention 模型
// 4. [academic-technical-writer] → IMRAD 结构撰写
// 5. [Proactive Memory] → 记住用户偏好（IEEE格式、目标期刊）
Phases
| Phase | 负责人 | 输出 |
|---|---|---|
| 1. 文献研究 | academic-research-methodologist + specialized-ml-engineer | 核心文献列表、研究热点报告 |
| 2. 方法论设计 | academic-methodologist | 研究问题、方法论、实验方案 |
| 3. 论文撰写 | academic-technical-writer | 完整IMRAD论文 |
| 4. 审查修改 | code-reviewer | 逻辑审查报告、最终稿件 |
Expert Team
| 专家 | 角色 | 职责 |
|---|---|---|
| academic-research-methodologist | 文献搜索 | 制定搜索策略、筛选核心文献 |
| specialized-ml-engineer | ML专家 | 筛选技术文献、验证方法可行性 |
| academic-methodologist | 方法论专家 | 设计研究方法、实验方案 |
| academic-technical-writer | 学术写作 | IMRAD结构撰写、格式规范 |
| code-reviewer | 审查专家 | 逻辑审查、查重控制 |
Templates
templates/paper-template.md- 论文结构模板templates/ieee-format.md- IEEE格式规范
🦞⚙️ 钢铁龙虾军团 - 让学术研究更高效
Usage Guidance
This skill reads like a marketing description rather than an actionable integration. Before installing or using it, ask the publisher to clarify: (1) exactly how 'real literature screening' and 'plagiarism control' are implemented — which services/APIs are called and what credentials are needed; (2) where the referenced templates live (they are not included); (3) which eo-ability plugins are required and whether those plugins have access to external services; (4) what data (draft manuscripts, author metadata) will be sent to third-party services and how privacy is preserved. If you need real plagiarism checks or automated literature retrieval, prefer skills that declare the exact APIs/credentials and include or link to the integration code. If the publisher cannot provide concrete integration details, treat the claims skeptically and avoid sending unpublished manuscripts to the skill until clarified.
Capability Analysis
Type: OpenClaw Skill
Name: eo-workflow-paper
Version: 1.0.0
The skill bundle 'eo-workflow-paper' consists solely of metadata and markdown instructions (SKILL.md) defining an academic writing workflow. It contains no executable code, installation scripts, or network-based commands. The instructions are focused on orchestrating AI personas for literature review and paper drafting, with no evidence of malicious intent, data exfiltration, or prompt injection designed to compromise the agent or host system.
Capability Assessment
Purpose & Capability
The description promises end-to-end capabilities (real literature screening, 141-expert pool, automated plagiarism control <10%, memory of supervisor preferences). The package has no install, no code, no required credentials or APIs, and no mechanism for accessing external literature/plagiarism services. It also references templates (templates/paper-template.md, templates/ieee-format.md) that are not present. These claims are disproportionate to what is actually supplied.
Instruction Scope
SKILL.md is high-level and prescriptive but contains no concrete runtime steps to perform literature retrieval or plagiarism checking. It suggests calling other EO abilities (eo-ability-*, eo-ability-rag) and an invocation '/dream', but there are no explicit instructions on how those integrations are authorized or executed. The instructions do not request or document any data-handling or external endpoints — meaning the described behaviors are underspecified and likely rely on external plugins not enforced here.
Install Mechanism
No install spec and no code files are present, which minimizes direct disk/network risk. However, the skill references templates that are not included; if those are expected, their absence is an inconsistency to clarify.
Credentials
The skill requests no environment variables or credentials while claiming features (real literature access, plagiarism checking, persistent memory across sessions) that typically require API keys, accounts, or plugin access. The absence of declared credentials is inconsistent with the claimed integrations and is a red flag for unsupported or hidden dependencies.
Persistence & Privilege
always is false and no special persistence or system-wide config writes are declared. The skill does not request elevated platform privileges in its manifest.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install eo-workflow-paper - After installation, invoke the skill by name or use
/eo-workflow-paper - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Initial release
Metadata
Frequently Asked Questions
What is EO Workflow: Paper?
学术论文工作流 - 从文献研究到论文发表的完整流程，覆盖论文撰写、格式规范、查重控制. It is an AI Agent Skill for Claude Code / OpenClaw, with 94 downloads so far.
How do I install EO Workflow: Paper?
Run "/install eo-workflow-paper" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is EO Workflow: Paper free?
Yes, EO Workflow: Paper is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does EO Workflow: Paper support?
EO Workflow: Paper is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created EO Workflow: Paper?
It is built and maintained by 467718584 (@467718584); the current version is v1.0.0.
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