← 返回 Skills 市场

Research Paper Orchestrator

Name: Research Paper Orchestrator
Author: selormofmars

作者 selormofmars · GitHub ↗ · v1.0.0

cross-platform ⚠ suspicious

357

总下载

当前安装

版本数

在 OpenClaw 中安装

/install research-paper-orchestrator

功能描述

Master Orchestrator coordinating 10 specialized subagents to produce complete doctorate-level research papers (12,000-15,000 words) in Word document format (...

使用说明 (SKILL.md)

Master Orchestrator - Research Paper Generator

Coordinates 10 specialized subagents to produce complete, doctorate-level research papers (12,000-15,000 words) in Word document format (.docx).

When to Use

User requests a comprehensive research paper
Dissertation or thesis chapter needed
Academic paper requiring multiple phases of development
User needs structured, multi-phase research output

How It Works

The Master Orchestrator follows a 10-phase system:

Phase 1: Initialization

Receive research topic request
Ask user to select citation system (APA 7th, MLA 9th, Chicago 17th, Harvard, IEEE, Vancouver)
Confirm output will be Word document (.docx) only
Ask clarifying questions about topic, discipline, research type

Phase 2: Research Planning

Deploy Agent 2 for topic analysis
Deliverables: Topic analysis (2000+ words), 1-3 research questions, 30-50 keywords, 5-10 Boolean search strings, database recommendations

Phase 3: Literature Acquisition (Parallel with Citation Research)

Deploy Agent 3 for literature discovery
Expected: 50-100+ high-quality sources

Phase 4: Synthesis & Critical Analysis

Deploy Agent 4 for literature synthesis
Deliverables: 8000-12000 word synthesis report, 5-10 themes, gap analysis

Phase 5: Framework Development

Deploy Agent 5 for theoretical framework
Deliverables: Framework section (5000-8000 words), methodology if empirical

Phase 6: Data Analysis (If Empirical)

Skip if purely theoretical
Deploy Agent 6 for analysis

Phase 7: Structure & Writing

Deploy Agent 7 for manuscript writing
Expected: 12000-15000 words, all sections

Phase 8: Quality Review (Parallel with Visual Sourcing)

Deploy Agent 8 for quality assurance
Minimum score: 80/100

Phase 9: Technical Production

Deploy Agent 9 for Word document formatting
Final .docx delivery

Phase 10: Delivery

Present final Word document to user

Citation Systems Supported

APA 7th Edition (Psychology, Education, Social Sciences)
MLA 9th Edition (Humanities, Literature)
Chicago 17th Edition (History, Humanities)
Harvard Style (Business, Economics)
IEEE Style (Engineering, Computer Science)
Vancouver Style (Medical Sciences)

Quality Gates

Every phase must pass quality review before proceeding:

Topic Analysis: All components complete
Literature: 50-100+ sources, saturation achieved
Synthesis: Comprehensive, critical, thematic
Framework: Theory clear, concepts defined
Writing: All sections present, academic quality
Quality Review: Score ≥80/100
Technical: All elements present, zero errors

Required Information from User

To begin, ask for:

Research topic or question
Citation system preference
Discipline/field
Research type (empirical or theoretical)
Any specific requirements (length, format, sections)
Desired timeline

Output

Final deliverable: Professionally formatted Word document (.docx) with:

Title page
Abstract (250-350 words)
Keywords (5-7 terms)
Table of Contents
All required sections
Properly formatted citations and references
Integrated tables and figures

安全使用建议

This skill is an instruction-only orchestrator that promises full dissertation-level output but leaves key operational details unspecified. Before installing or using it, ask: (1) How will literature be acquired and verified—does the agent need credentials for Paywalled databases (JSTOR, PubMed, IEEE), or will you supply sources? (2) What tooling is used to generate .docx files (requires libraries or external services)? (3) How does the skill ensure citation accuracy and avoid plagiarism? Because the instructions are vague, the agent may attempt web access or automated scraping if it has browsing capabilities; do not provide credentials or submit work for academic credit without manual verification. Prefer usage with a human-in-the-loop: require the skill to present sources and drafts for manual review, verify citations/DOIs yourself, and ensure no private credentials are shared.

功能分析

Type: OpenClaw Skill Name: research-paper-orchestrator Version: 1.0.0 The skill bundle is a conceptual framework for a multi-agent research paper generator. It contains only metadata and descriptive Markdown instructions (SKILL.md and README.md) outlining a 10-phase orchestration process for academic writing. There is no executable code, no requests for sensitive credentials, and no instructions that would lead to data exfiltration or unauthorized system access.

能力评估

ℹ Purpose & Capability

The name and description match the SKILL.md orchestration plan (10 subagents producing a 12k–15k word .docx). However, delivering tasks like discovering 50–100+ high-quality sources, verifying citations, and producing polished .docx output imply network/database access and document-production tooling that the skill does not declare or request. This is an operational gap rather than direct evidence of malicious intent.

⚠ Instruction Scope

SKILL.md instructs the orchestrator to run many phases (literature discovery, citation verification, quality scoring) but does not specify how sources are acquired, which external services or APIs are used, nor whether the user must supply access to subscription databases. The instructions are open-ended and leave substantial discretion to the agent (e.g., 'deploy Agent 3 for literature discovery') without constraints—this vagueness can lead to unexpected external access or automated scraping behavior if the agent has browsing/network tools.

✓ Install Mechanism

Instruction-only skill with no install spec and no code files. Nothing will be written to disk by the skill bundle itself.

ℹ Credentials

The skill declares no required environment variables or credentials, yet its stated tasks (searching academic databases, verifying DOIs, exporting .docx) often require service credentials or third-party tooling. The absence of declared credentials is a mismatch: either the agent relies on built-in browsing/tools or expects the user to provide access during interaction. Users should confirm how the skill will obtain and verify sources.

✓ Persistence & Privilege

always is false and there is no indication the skill requests persistent system changes or elevated privileges. It does not modify other skills or system configuration in the provided materials.

如何使用

确保已安装 OpenClaw（本地或 Docker 部署）
在对话框中输入安装命令：/install research-paper-orchestrator
安装完成后，直接呼叫该 Skill 的名称或使用 /research-paper-orchestrator 触发
根据 Skill 的参数说明提供必要输入，即可获得结构化输出

版本历史

v1.0.0

Initial release of research-paper-orchestrator. - Coordinates 10 specialized subagents to generate complete doctorate-level research papers (12,000–15,000 words). - Supports major citation systems (APA, MLA, Chicago, Harvard, IEEE, Vancouver). - Outputs professionally formatted Word documents (.docx) with all academic sections. - Includes rigorous quality checks and multi-phase workflow (from topic analysis to final delivery). - Suitable for dissertations, theses, and comprehensive academic papers.

元数据

Slug research-paper-orchestrator

版本 1.0.0

许可证 —

累计安装 3

当前安装数 3

历史版本数 1

常见问题