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selormofmars

Research Paper Orchestrator

by selormofmars · GitHub ↗ · v1.0.0
cross-platform ⚠ suspicious
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Install in OpenClaw
/install research-paper-orchestrator
Description
Master Orchestrator coordinating 10 specialized subagents to produce complete doctorate-level research papers (12,000-15,000 words) in Word document format (...
README (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

  1. Receive research topic request
  2. Ask user to select citation system (APA 7th, MLA 9th, Chicago 17th, Harvard, IEEE, Vancouver)
  3. Confirm output will be Word document (.docx) only
  4. 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:

  1. Research topic or question
  2. Citation system preference
  3. Discipline/field
  4. Research type (empirical or theoretical)
  5. Any specific requirements (length, format, sections)
  6. 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
Usage Guidance
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.
Capability Analysis
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.
Capability Assessment
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.
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.
How to Use
  1. Make sure OpenClaw is installed (local or Docker)
  2. Run the install command in chat: /install research-paper-orchestrator
  3. After installation, invoke the skill by name or use /research-paper-orchestrator
  4. Provide required inputs per the skill's parameter spec and get structured output
Version History
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.
Metadata
Slug research-paper-orchestrator
Version 1.0.0
License
All-time Installs 3
Active Installs 3
Total Versions 1
Frequently Asked Questions

What is Research Paper Orchestrator?

Master Orchestrator coordinating 10 specialized subagents to produce complete doctorate-level research papers (12,000-15,000 words) in Word document format (... It is an AI Agent Skill for Claude Code / OpenClaw, with 357 downloads so far.

How do I install Research Paper Orchestrator?

Run "/install research-paper-orchestrator" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.

Is Research Paper Orchestrator free?

Yes, Research Paper Orchestrator is completely free (open-source). You can download, install and use it at no cost.

Which platforms does Research Paper Orchestrator support?

Research Paper Orchestrator is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).

Who created Research Paper Orchestrator?

It is built and maintained by selormofmars (@selormofmars); the current version is v1.0.0.

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