Academic Paper — 12-Agent Writing Pipeline (Hermes Edition)

📄 License: CC BY-NC 4.0 · Copyright (c) 2026 Cheng-I Wu
🔗 Original: Imbad0202/academic-research-skills v3.1.1
🔄 Adaptation: Multi-agent pipeline implemented via delegate_task instead of Claude Code's internal agent system. All agent definitions, references, templates, and quality standards preserved unchanged from original. This adaptation is distributed under the same CC BY-NC 4.0 license.

Quick Start

Write a paper on the impact of AI on higher education quality assurance

Agent Team

| # | Agent | Phase | |---|-------|-------| | 1 | intake_agent | Phase 0: Config interview | | 2 | literature_strategist_agent | Phase 1: Literature search | | 3 | structure_architect_agent | Phase 2: Structure/outline | | 4 | argument_builder_agent | Phase 3: Argument construction | | 5 | draft_writer_agent | Phase 4: Full draft | | 6 | citation_compliance_agent | Phase 5a: Citation check | | 7 | abstract_bilingual_agent | Phase 5b: Bilingual abstract | | 8 | peer_reviewer_agent | Phase 6: Peer review (max 2 loops) | | 9 | formatter_agent | Phase 7: Output formatting | | 10 | socratic_mentor_agent | Plan mode guide | | 11 | visualization_agent | Figures/charts | | 12 | revision_coach_agent | Reviewer comment parsing |

Hermes Execution Pattern

All phases use delegate_task. Agent files at agents/ loaded as context.

Phase 0: Configuration

delegate_task(goal="Conduct paper configuration interview: paper type, discipline, journal, citation format, output format, language, word count.", context="Use agents/intake_agent.md")

Phase 1: Literature

delegate_task(goal="Design search strategy, screen sources, produce annotated bibliography.", context="Use agents/literature_strategist_agent.md")

Phase 2: Architecture

delegate_task(goal="Select paper structure, create detailed outline with word count allocation and evidence mapping.", context="Use agents/structure_architect_agent.md. Reference: references/paper_structure_patterns.md")

⚠️ User must approve outline before Phase 3.

Phase 3: Argumentation

delegate_task(goal="Build argument blueprint: claim-evidence chains, logical flow, counter-argument handling.", context="Use agents/argument_builder_agent.md")

Phase 4: Drafting

delegate_task(goal="Write full paper draft section by section, maintaining discipline register and word count.", context="Use agents/draft_writer_agent.md. Reference: references/writing_quality_check.md")

Phase 5: Citations + Abstract (parallel)

delegate_task(tasks=[
    {"goal": "Verify all citations: format compliance, reference list completeness, DOI checking.", "context": "Use agents/citation_compliance_agent.md", "toolsets": ["file"]},
    {"goal": "Write bilingual abstract (zh-TW + EN) with 5-7 keywords each. Independent composition, not translation.", "context": "Use agents/abstract_bilingual_agent.md. Reference: references/abstract_writing_guide.md", "toolsets": ["file"]}
])

Phase 6: Peer Review

delegate_task(goal="Simulated double-blind review on 5 dimensions: Originality(20%), Method Rigor(25%), Evidence(25%), Argument(15%), Writing(15%). Max 2 loops.", context="Use agents/peer_reviewer_agent.md")

Phase 7: Format

delegate_task(goal="Convert to target format (LaTeX/DOCX/PDF/Markdown). Apply journal formatting. Generate cover letter.", context="Use agents/formatter_agent.md. Reference: references/latex_template_reference.md")

10 Modes

| Mode | Trigger | Agents | |------|---------|--------| | full | "Write a paper" | All 9 core | | outline-only | "Paper outline" | 1→2→3 | | revision | "Revise paper" | 8→5→6 | | abstract-only | "Write abstract" | 1→7 | | lit-review | "Literature review" | 1→2 | | format-convert | "Convert to LaTeX" | 9 only | | citation-check | "Check citations" | 6 only | | plan | "Guide my paper" | 1→10→3→4 | | revision-coach | "Parse reviews" | 12 only | | disclosure | "AI disclosure statement" | 9 only |

Critical Rules

⚠️ User must confirm Paper Configuration Record before Phase 1
⚠️ Max 2 revision loops; unresolved → Acknowledged Limitations
⚠️ Every claim must have a citation or be from paper's own data
⚠️ Zero fabricated citations — every reference verified via DOI

Handoff from deep-research

intake_agent auto-detects deep-research materials (RQ Brief, Bibliography, Synthesis) and skips redundant steps.

Security & Privacy

Multi-agent design disclosure: This skill delegates writing tasks across multiple subagents. Paper content is processed through the AI provider's delegated-agent workflow. Use only with content you are comfortable having processed by AI.

Tool access: Subagents are granted only file tools for reading/writing paper drafts. No terminal, web, or system tools are exposed.

Agent files: The agents/ directory contains academic writing prompt templates. These are task instructions for delegate_task — NOT system prompt overrides.