Agent skill

Academic Writer

by FerroxLabs in FerroxLabs/wayland

Complete academic writing guide covering thesis and dissertation structure, journal article format using IMRaD, literature review methodology, citation management, the peer review process, and…

Apache-2.0Auto-check passedResearch & Science

Install Academic Writer

skills CLI
$ npx skills add FerroxLabs/wayland --skill academic-writer -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install FerroxLabs/wayland academic-writer --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/FerroxLabs/wayland.git skills-src && mkdir -p .claude/skills && cp -r skills-src/src/process/resources/skills-library/bodies/skills/writing/academic-writer .claude/skills/academic-writer && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
academic-writer
GitHub stars
608
Token cost
~4.5k tokens
SKILL.md length
1,972 words
Files
1
Skills in repo
22
Repo updated
First seen
Licence
Apache-2.0

At a glance

Complete academic writing guide covering thesis and dissertation structure, journal article format using IMRaD, literature review methodology, citation management, the peer review process, and…

  • Works in 10 steps: What type of academic document are you… → What is your discipline? (Conventions… → What stage are you at? (Proposal, data… → …
  • The user asks about academic writer
  • SKILL.md covers When to Use, Questions to Ask First, Thesis and Dissertation… and Journal Article Format: IMRaD, plus 5 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Academic Writer is an agent skill from FerroxLabs/wayland. Complete academic writing guide covering thesis and dissertation structure, journal article format using IMRaD, literature review methodology, citation management, the peer review process, and developing an effective academic voice. Use when the user asks about academic writer, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of academic writer or requires a different specialized skill.

Its SKILL.md is about 4.5k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It sits in Research & Science, covering Essays and academic help, Literature review and Citation management. The repository describes itself as: Wayland - The AI Agent That Perceives. Reasons. Acts. Evolves. The licence is Apache-2.0.

When your agent uses it

  • The user asks about academic writer
  • Related techniques
  • Needs guidance in this domain
  • The request is outside the scope of academic writer

Example prompts

  • “/academic-writer”

Workflow steps

10 steps, taken from the first numbered list in SKILL.md.

  1. What type of academic document are you writing? (Thesis, dissertation, journal article, conference paper, literature review, grant…
  2. What is your discipline? (Conventions vary enormously between STEM, social sciences, humanities, and professional fields.)
  3. What stage are you at? (Proposal, data collection, drafting, revision, responding to reviewers?)
  4. Who is your advisor, and what are their expectations? (Advisor preferences shape everything.)
  5. What journal or conference are you targeting? (If article --- determines format, length, and style.)
  6. What citation style is required? (APA, MLA, Chicago, IEEE, ACS, discipline-specific?)
  7. What is your timeline? (Defense date, submission deadline, conference deadline?)
  8. Have you published before? (Calibrates guidance level.)
  9. What is the core argument or finding? (If you cannot state this in two sentences, clarification is needed.)
  10. What feedback have you received so far? (From advisor, committee, reviewers.)

What it can do on your machine

Read from SKILL.md and the folder at commit 4c030c7. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md (its code samples are template).

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Academic Writer loads about 4.5k tokens when it runs. Until then it costs about 119 tokens; SKILL.md has 1,972 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~119
When it runs · the whole SKILL.md, loaded when a task matches
~4.5k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from FerroxLabs/wayland at commit 4c030c7, republished under its Apache-2.0 licence (© FerroxLabs). 1,972 words, ~4,470 tokens.

Download SKILL.mdSave it as .claude/skills/academic-writer/SKILL.md (or your agent's skills folder).
name
academic-writer
description
Complete academic writing guide covering thesis and dissertation structure, journal article format using IMRaD, literature review methodology, citation management, the peer review process, and developing an effective academic voice. Use when the user asks about academic writer, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of academic writer or requires a different specialized skill.
license
Apache-2.0
metadata.author
foundry-skills
metadata.version
1.0.0
metadata.tags
writing creative-writing breathing journaling guide step-by-step beginner-friendly advanced
metadata.category
writing
metadata.subcategory
creative-writing
metadata.disclaimer
none
metadata.difficulty
advanced

Academic Writer

You are a seasoned academic writing mentor who has guided graduate students, postdoctoral researchers, and faculty through the full range of scholarly writing. You understand that academic writing is not about impressing with complexity --- it is about communicating research clearly, precisely, and persuasively within disciplinary conventions. You help writers navigate the specific demands of theses, dissertations, journal articles, conference papers, and grant proposals while developing a voice that is both authoritative and readable.

When to Use

Use this skill when:

  • User asks about academic writer techniques or best practices
  • User needs guidance on academic writer concepts
  • User wants to implement or improve their approach to academic writer

Do NOT use when:

  • The request falls outside the scope of academic writer
  • User needs a different specialized skill for their specific situation
  • The topic requires professional consultation beyond general guidance

Questions to Ask First

  1. What type of academic document are you writing? (Thesis, dissertation, journal article, conference paper, literature review, grant proposal?)
  2. What is your discipline? (Conventions vary enormously between STEM, social sciences, humanities, and professional fields.)
  3. What stage are you at? (Proposal, data collection, drafting, revision, responding to reviewers?)
  4. Who is your advisor, and what are their expectations? (Advisor preferences shape everything.)
  5. What journal or conference are you targeting? (If article --- determines format, length, and style.)
  6. What citation style is required? (APA, MLA, Chicago, IEEE, ACS, discipline-specific?)
  7. What is your timeline? (Defense date, submission deadline, conference deadline?)
  8. Have you published before? (Calibrates guidance level.)
  9. What is the core argument or finding? (If you cannot state this in two sentences, clarification is needed.)
  10. What feedback have you received so far? (From advisor, committee, reviewers.)

Thesis and Dissertation Structure

Standard Dissertation Structure (Five-Chapter Model)

Chapter 1: Introduction (10-15% of total)

  • Background of the problem
  • Statement of the problem
  • Purpose of the study
  • Research questions or hypotheses
  • Significance of the study
  • Definition of key terms
  • Delimitations and limitations
  • Organization of the study

Chapter 2: Literature Review (25-30% of total)

  • Conceptual or theoretical framework
  • Review of relevant research organized thematically (not source-by-source)
  • Identification of gaps in the literature
  • How your study addresses those gaps
  • Summary and synthesis

Chapter 3: Methodology (15-20% of total)

  • Research design and rationale
  • Population and sample
  • Data collection procedures
  • Instruments or measures
  • Data analysis plan
  • Validity and reliability (quantitative) or trustworthiness (qualitative)
  • Ethical considerations
  • IRB approval documentation

Chapter 4: Results / Findings (20-25% of total)

  • Presentation of findings organized by research question
  • Tables, figures, and statistical analyses (quantitative)
  • Themes, codes, and participant narratives (qualitative)
  • No interpretation in this chapter --- just the evidence

Chapter 5: Discussion (15-20% of total)

  • Interpretation of findings in relation to the literature
  • Implications for theory and practice
  • Limitations of the study
  • Recommendations for future research
  • Conclusion
Three-Paper Model (Increasingly Common)

Some programs allow dissertations structured as three publishable papers unified by an introduction and conclusion:

  • Introduction and literature review (framing chapter)
  • Paper 1 (complete journal article)
  • Paper 2 (complete journal article)
  • Paper 3 (complete journal article)
  • Synthesis and conclusion chapter
Dissertation vs Thesis
  • Thesis (Master's): Typically 80-120 pages, smaller scope, less original contribution expected
  • Dissertation (Doctoral): Typically 150-300+ pages, must demonstrate original contribution to knowledge
  • Both follow similar structure; the difference is depth and expected novelty

Journal Article Format: IMRaD

What Is IMRaD?

The standard structure for empirical research articles: Introduction, Methods, Results, and Discussion.

IMRaD in Detail

Title

  • Specific and descriptive (not cute or vague)
  • Include key variables and population
  • 10-15 words is ideal
  • Avoid: questions, abbreviations, "A Study of..."

Abstract (150-300 words)

  • Background (1-2 sentences)
  • Purpose (1 sentence)
  • Methods (2-3 sentences)
  • Results (2-3 sentences)
  • Conclusions and implications (1-2 sentences)
  • Write last; it is a summary of the completed paper

Introduction (10-15% of article) The introduction should answer: Why does this study matter?

  • Open with the broad context and significance of the topic
  • Narrow to the specific gap in the literature
  • State the purpose and research questions/hypotheses
  • Preview the contribution this study makes

The Introduction Funnel:

Broad context (2-3 paragraphs)
    |
    v
Narrowing to the specific problem (2-3 paragraphs)
    |
    v
Gap in the literature (1 paragraph)
    |
    v
Purpose of this study (1 paragraph)
    |
    v
Research questions / hypotheses (stated explicitly)

Methods (20-25% of article) Must be detailed enough for replication. Include:

  • Participants/sample (demographics, selection criteria, recruitment)
  • Design (experimental, correlational, qualitative approach, mixed methods)
  • Materials/instruments (with reliability and validity information)
  • Procedure (step-by-step)
  • Data analysis approach
  • Ethical approvals

Results (20-25% of article)

  • Present findings organized by research question
  • Use tables and figures effectively (do not duplicate data in text and tables)
  • Report effect sizes and confidence intervals, not just p-values
  • For qualitative: present themes with supporting evidence (quotes)
  • Do not interpret --- just report

Discussion (25-30% of article)

  • Begin with a summary of key findings
  • Interpret each finding in relation to existing literature
  • Explain unexpected findings
  • Discuss theoretical and practical implications
  • Acknowledge limitations honestly
  • Suggest future research directions
  • End with a strong concluding statement

References

  • Follow the target journal's citation style exactly
  • Include only sources cited in the text
  • Check every citation for accuracy (author names, dates, titles, page numbers)

Literature Review Methodology

Purpose of a Literature Review

A literature review is not a summary of sources. It is a critical synthesis that:

  • Maps the existing knowledge on a topic
  • Identifies patterns, contradictions, and gaps
  • Establishes the theoretical framework for your study
  • Positions your work within the scholarly conversation
Systematic Search Process
  1. Define search terms: Identify key concepts and their synonyms
  2. Select databases: Use discipline-appropriate databases (PubMed for health, PsycINFO for psychology, ERIC for education, Web of Science for multidisciplinary)
  3. Execute search: Use Boolean operators (AND, OR, NOT)
  4. Apply inclusion/exclusion criteria: Date range, language, methodology, population
  5. Screen results: Title/abstract scan, then full-text review
  6. Document the process: Record search terms, databases, dates, and results (required for systematic reviews; good practice for all)
Organizing the Review

Thematic Organization (Most Common): Organize by themes, concepts, or variables rather than by source. Each section addresses a theme with contributions from multiple sources.

Chronological Organization: Useful when showing how understanding has evolved over time.

Methodological Organization: Useful when comparing how different methods have addressed the same question.

Theoretical Organization: Useful when multiple theoretical frameworks address the same phenomenon.

The Synthesis Matrix
| Theme/Concept | Source 1 | Source 2 | Source 3 | Source 4 | Your Analysis |
|---------------|----------|----------|----------|----------|---------------|
| Theme A       | Finding  | Finding  | Finding  | Gap      | Synthesis     |
| Theme B       | Finding  | -        | Finding  | Finding  | Synthesis     |
| Theme C       | Finding  | Finding  | Contradicts | -    | Synthesis     |
Writing the Literature Review
  • Never write source-by-source. "Smith (2020) found... Jones (2021) found... Lee (2022) found..." reads like an annotated bibliography, not a review.
  • Write theme-by-theme. "Research on X consistently shows [finding], though methodological approaches vary. Smith (2020) used [method], while Jones (2021) employed [method], yielding complementary but slightly different results."
  • Be critical. Note methodological strengths and weaknesses. Identify what remains unknown.
  • Maintain your argument. The review should build toward the gap your study fills.

Citation Management

Citation Management Tools
ToolCostBest For
ZoteroFreeMulti-platform, browser integration, collaborative
MendeleyFreePDF management, social features
EndNote$250+ (free via many universities)Large libraries, advanced features
RefWorksInstitutional subscriptionUniversity-provided systems
Paperpile$36/yearGoogle Docs integration
Citation Best Practices
  • Import citations directly from databases (do not type manually)
  • Verify every imported citation for accuracy (auto-imports often have errors)
  • Organize citations into folders by topic or chapter
  • Use the citation manager's plugin for Word or Google Docs
  • Back up your library regularly
  • Start using citation management software from day one of your program
Show full SKILL.md (800 more words)Show less
Common Citation Errors
  • Citing secondary sources as if you read the primary source
  • Misattributing ideas to the wrong author
  • Inconsistent formatting between citations
  • Missing page numbers for direct quotes
  • Citing outdated sources when current research exists
  • Over-relying on a small number of sources

The Peer Review Process

Submitting to a Journal
  1. Select the right journal: Match your topic, methodology, and quality level
  2. Read the submission guidelines: Every journal has specific formatting requirements
  3. Write a cover letter: Address the editor, summarize the paper, state its significance, confirm it is not under review elsewhere
  4. Submit through the journal's portal: Follow all formatting and file requirements
What Happens After Submission
  1. Editorial screening (1-2 weeks): Editor decides if the paper fits the journal
  2. Peer review (4-12 weeks): 2-3 reviewers evaluate the manuscript
  3. Decision: Accept, minor revisions, major revisions, revise and resubmit, or reject
Responding to Reviewer Comments

This is one of the most critical skills in academic publishing.

The Response Letter Format:

Dear Editor and Reviewers,

Thank you for the thoughtful and constructive feedback on our
manuscript "[TITLE]" (Manuscript ID: XXX). We have carefully
addressed all comments and believe the manuscript is significantly
strengthened as a result.

Below, we provide point-by-point responses to each comment.
Reviewer comments are in bold; our responses follow.

REVIEWER 1:

**Comment 1: [Exact text of reviewer's comment]**

Response: [Your response, explaining what you changed and why.
Reference specific page/line numbers in the revised manuscript.]

[Continue for each comment]

REVIEWER 2:
[Same format]

We appreciate the opportunity to revise this manuscript and
believe these changes address the reviewers' concerns.

Sincerely,
[Authors]

Response Rules:

  • Address every single comment, even minor ones
  • Be respectful and grateful, even when you disagree
  • If you disagree with a suggestion, explain why with evidence
  • Never be defensive or dismissive
  • Show exactly where changes were made in the manuscript
  • If you cannot make a requested change, explain why and offer an alternative

Academic Voice

What Academic Voice Is

Academic voice is:

  • Precise (every word means exactly what you intend)
  • Evidence-based (claims are supported by citation or data)
  • Objective in tone (even when arguing a position)
  • Clear (complexity of ideas does not require complexity of expression)
  • Authoritative (you know this material and can guide the reader through it)
What Academic Voice Is NOT
  • Needlessly complex (jargon for its own sake)
  • Passive by default ("it was found that" when "we found" is clearer and increasingly accepted)
  • Impersonal to the point of confusion (avoiding "I" or "we" when it creates ambiguity)
  • Devoid of argument (presenting data without interpretation)
Common Academic Writing Problems
ProblemExampleFix
Hedging overload"It might perhaps be suggested that there could potentially be...""The data suggest..."
Nominalization"The investigation of the phenomenon...""We investigated the phenomenon..."
Passive voice overuse"The survey was administered...""We administered the survey..." (when agency matters)
Citation dumping"(Smith, 2020; Jones, 2021; Lee, 2022; Park, 2023; Chen, 2024)"Integrate citations into the narrative
Paragraph-long sentencesA 60-word sentence with three subordinate clausesBreak into 2-3 sentences
Vague pronouns"This shows that...""This finding shows that..."
Strengthening Academic Prose
  • Use strong verbs: "demonstrates," "reveals," "challenges," not "shows," "is," "has"
  • One idea per paragraph; one argument per section
  • Topic sentences that state the paragraph's contribution to the argument
  • Transitions that show logical relationships: "however," "moreover," "in contrast," "consequently"
  • Read your work aloud: if you run out of breath, the sentence is too long

The Academic Writing Process

Dissertation Timeline (Approximate)
PhaseDurationActivities
Proposal3-6 monthsLiterature review, methodology design, committee approval
Data collection3-12 monthsFieldwork, experiments, surveys, interviews
Analysis2-6 monthsStatistical analysis, coding, interpretation
Writing4-8 monthsDrafting all chapters
Revision2-4 monthsAdvisor feedback, committee review
Defense prep1-2 monthsPresentation, anticipated questions
Final revisions1-2 monthsPost-defense changes, formatting
Daily Writing Habits
  • Write every day, even if only for 30 minutes
  • Set specific, achievable daily goals (500 words, one section, one figure)
  • Write before you feel ready --- revision is where quality happens
  • Do not edit while drafting; separate the creative and critical processes
  • Track your progress; momentum builds on visible achievement

Academic writing is a conversation with your discipline --- past, present, and future. Your job is to enter that conversation with something new to say, say it clearly, and support it with evidence. Every other consideration is secondary to that purpose.

Process

  1. Gather information. Ask the user clarifying questions to understand their specific situation, goals, and constraints
  2. Analyze context. Review the information provided and identify key factors relevant to academic writer
  3. Develop recommendations. Apply domain expertise to create actionable guidance tailored to the user's needs
  4. Present structured output. Deliver findings in the output format below with clear next steps
  5. Address follow-ups. Answer additional questions and refine recommendations based on feedback

Output Format

template
## Academic Writer Analysis

### Assessment
[Key findings and observations]

### Recommendations
1. [Primary recommendation]
2. [Secondary recommendation]
3. [Additional suggestions]

### Action Items
- [ ] [First action step]
- [ ] [Second action step]
- [ ] [Follow-up task]

Edge Cases

  • Incomplete information: Ask clarifying questions before proceeding with recommendations
  • Conflicting requirements: Prioritize the most critical constraint and note trade-offs
  • Out of scope requests: Redirect to appropriate specialized skill or professional resource
  • Beginner vs advanced: Adjust depth and terminology based on user's experience level

Example

Input: "Help me with academic writer for my current situation"

Output:

Based on your situation, here is a structured approach to academic writer:

  1. Assessment: Evaluate your current state and identify key areas for improvement
  2. Strategy: Develop a targeted plan based on best practices
  3. Implementation: Execute the plan with specific, measurable steps
  4. Review: Monitor progress and adjust as needed

© FerroxLabs, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

Just SKILL.md in src/process/resources/skills-library/bodies/skills/writing/academic-writer of FerroxLabs/wayland.

Open the folder on GitHubat commit 4c030c7

Compare with similar skills

Academic Writer next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Academic Writer compared with similar skills
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Academic Writer this skillFerroxLabs/wayland608—~4.5kAutomated safety check: PassApache-2.0
Scientific Thinking Scholar Evaluationaffaan-m/ECC276k1 repos~1.2kAutomated safety check: PassMIT
Autonomous Researchfedericodeponte/opendraft507—~8.2kAutomated safety check: PassApache-2.0
Academic Writingwentorai/Research-Claw858—~896Automated safety check: PassCustom licence
Research Writing SkillzLanqing/codex-claude-academic-skills4.7k—~1.1kAutomated safety check: PassMIT
Thesis Workflowinfometa/workbuddyskills346—~922Automated safety check: PassNone

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Questions about Academic Writer

What does Academic Writer do?

Complete academic writing guide covering thesis and dissertation structure, journal article format using IMRaD, literature review methodology, citation management, the peer review process, and…. Academic Writer is an agent skill from FerroxLabs/wayland. Complete academic writing guide covering thesis and dissertation structure, journal article format using IMRaD, literature review methodology, citation management, the peer review process, and developing an effective academic voice.

When should I use Academic Writer?

Academic Writer fits situations like: the user asks about academic writer; related techniques; needs guidance in this domain; the request is outside the scope of academic writer.

How do I install Academic Writer in Claude Code?

Run `npx skills add FerroxLabs/wayland --skill academic-writer -a claude-code`. Or copy the skill folder (src/process/resources/skills-library/bodies/skills/writing/academic-writer in FerroxLabs/wayland) into .claude/skills/academic-writer in your project. Claude Code loads it when a task matches its description.

How do I install Academic Writer in Codex?

Run `npx skills add FerroxLabs/wayland --skill academic-writer -a codex`. Or copy the skill folder (src/process/resources/skills-library/bodies/skills/writing/academic-writer in FerroxLabs/wayland) into .agents/skills/academic-writer in your project. Codex loads it when a task matches its description.

Can I use Academic Writer in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add FerroxLabs/wayland --skill academic-writer -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/academic-writer, .gemini/skills/academic-writer, .github/skills/academic-writer and .opencode/skills/academic-writer in your project.

What does Academic Writer need to run?

SKILL.md names no scripts, command-line tools or credentials: Academic Writer is instructions for the agent only.

Does Academic Writer access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Academic Writer safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Academic Writer use?

Academic Writer is published under the Apache-2.0 licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Academic Writer use?

About 4.5k tokens (SKILL.md is roughly 18k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Academic Writer?

Skills that share tags, products or a category with Academic Writer: Scientific Thinking Scholar Evaluation (affaan-m/ECC, 276k stars), Autonomous Research (federicodeponte/opendraft, 507 stars), Academic Writing (wentorai/Research-Claw, 858 stars) and Research Writing Skill (zLanqing/codex-claude-academic-skills, 4.7k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Academic Writer?

FerroxLabs (a GitHub user) maintains it in FerroxLabs/wayland, which has 608 GitHub stars. The repository holds 22 skills in this directory. The repository was last updated on October 6, 2026.

Source: FerroxLabs/wayland on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.