cs-math-research

name

cs-math-research

description

Use this skill to write complete, formatted academic graduation research papers and projects for the College of Computer Science and Mathematics at Tikrit University. Trigger whenever the user asks to write, create, generate, or produce a BSc graduation project, research paper, or academic document in computer science, mathematics, networking, artificial intelligence, machine learning, robotics, or any related field — especially when they mention Tikrit University, كلية علوم الحاسوب, or need a Word (.docx) output following Iraqi university standards. Also trigger when they mention chapter structure, abstract, literature review, methodology, or results sections for a CS paper. Always use this skill even if the user only mentions one part (e.g., "write the abstract" or "write Chapter One") — apply the full structure and conventions defined here.

CS & Math Research Writing — Tikrit University

This skill captures the precise formatting, structure, language conventions, and academic standards required for graduation research papers at the College of Computer Science and Mathematics, Tikrit University, based on real documents produced in prior sessions.

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1. Document Identity & Cover Page

Every research document must open with this exact hierarchy of institutional identity:

Republic of Iraq
Ministry of Higher Education & Scientific Research
Tikrit University
College of Computer Science and Mathematics
[Department Name] Department

Followed by:

• Research/Project Title — centered, bold, 16pt+
• Submission line: "Submitted to the [Department] Department, College of Computer Science and Mathematics, Tikrit University, in Partial Fulfillment of the Requirements for the Bachelor of Science Degree in [Field]"
• Prepared by: [Student Name(s)] — in Arabic if the student is Iraqi
• Supervised by: [Supervisor Name with academic title, e.g., م.م. / أ.م.د.]
• Hijri year (e.g., 1446هـ) on the left, Gregorian year (e.g., 2025م) on the right

After the cover, insert:

1. Bismillah page — بسم الله الرحمن الرحيم with a Quranic verse (standard Iraqi academic tradition)
2. Dedication page — brief, heartfelt, addressed to family / mentors / friends
3. Acknowledgment page — 1–2 paragraphs thanking family, university, supervisor

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2. Document Language Policy

Section	Language
Cover page	English (with Arabic student name if applicable)
Bismillah / Dedication / Acknowledgment	Arabic
Abstract (English)	English
Abstract (Arabic — الخلاصة)	Arabic — always include both
All chapters (Introduction through Conclusions)	English
References	English (IEEE or APA style)
Table of Contents	English

Dual abstract is mandatory. The Arabic abstract (الخلاصة) appears at the very end of the document, after References.

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3. Required Chapter Structure

Follow this five-chapter structure exactly:

Chapter One: Introduction

• 1.1 Introduction — Background of the field, motivation, real-world relevance
• 1.2 The Research Problem — Clearly stated challenges (use bullet points for sub-problems)
• 1.3 The Research Aims / Objectives — Numbered or bulleted list of specific goals
• 1.4 Related Work — Brief paragraph-form survey of prior studies (3–6 references minimum)

Chapter Two: Literature Review (Theoretical Background)

• In-depth exposition of all core technologies, algorithms, hardware, or theoretical concepts used in the project
• Each major component gets its own numbered subsection (2.1, 2.2, 2.3…)
• Include figures with captions ("Figure 2-X: Description") and tables where appropriate
• For hardware-based projects: include component specs and describe each part
• For AI/ML projects: explain the model architecture, training methodology, datasets

Chapter Three: Research Methodology

• 3.1 Introduction — Brief overview of what this chapter covers
• 3.2+ — Detailed subsections describing the system design, implementation phases, circuit diagrams, algorithms, datasets, software environment, etc.
• Include phase-by-phase breakdown if the project has multiple stages
• Include cost table (in IQD — Iraqi Dinars) for hardware projects: | NO | Device | Cost (IQD) |
• Include system architecture diagram or flowchart description

Chapter Four: Results and Discussion

• 4.1 Introduction
• 4.2+ — Present results with tables (accuracy metrics, performance data, etc.)
• Include comparison with prior related work
• Discuss challenges encountered and limitations

Chapter Five: Conclusions

• Summary of what was achieved
• Key findings
• Future work recommendations (at least 3–5 concrete suggestions)

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4. Figures and Tables

• Figures → numbered as: Figure (Chapter-Number): Caption Example: Figure (2-3): Arduino UNO R3
• Tables → numbered as: Table Chapter-Number: Caption Example: Table 3-1: Circuit Components
• All figures and tables must be referenced in-text before they appear
• A Table of Figures section follows the Table of Contents

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5. References Format

Use IEEE-style numbered references. Examples:

[1] Author, A., & Author, B. Title of paper. Journal Name, vol(issue), pages, year.
[2] Author, C. Title of conference paper. In Conference Name, Publisher, year.

• Minimum 10–15 references for a BSc project
• References appear at the end of the document, before the Arabic abstract
• In-text citations use square brackets: [1], [2, 3], [16]

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6. Formatting Specifications (for .docx output)

When generating a Word document, apply these settings:

Element	Specification
Font (English body)	Times New Roman, 12pt
Font (Arabic text)	Traditional Arabic or Times New Roman, 14pt
Line spacing	1.5 lines
Margins	2.5 cm all sides (or 1 inch)
Chapter headings	Bold, 14pt, centered
Section headings (1.1)	Bold, 12pt, left-aligned
Subsection headings (1.1.1)	Bold, 12pt, left-aligned
Page numbers	Bottom center, starting from Chapter One
Table of Contents	Auto-generated from heading styles
Cover page	No page number
Paper size	A4
Arabic text direction	RTL (right-to-left)

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7. Common Project Types & Their Specific Conventions

7a. AI / Machine Learning Projects (CNN, YOLO, Deep Learning)

• Chapter Two must explain: neural network basics → specific architecture (CNN, YOLO, etc.) → dataset → training parameters → evaluation metrics
• Accuracy table format: | Metric | Value | | Precision | X% | | Recall | X% | | mAP@0.5 | X% |
• Mention: training/validation/test split percentages (e.g., 70/20/10)
• Mention: number of epochs, image size, batch size

7b. Robotics / Hardware Projects

• Must include: component list table (Name, Quantity, Specification)
• Must include: cost table in IQD
• Phases: Assembly → Embedded System → Control System → Sensors → Testing
• Describe: microcontroller model, motor drivers, power supply, communication modules
• Component figures are expected for each major hardware part

7c. Networking / Protocol Projects

• Chapter Two: OSI model → Transport Layer → TCP vs UDP comparison table
• Include: Three-Way Handshake explanation for TCP
• Include: socket programming concepts if implementation is included
• Compare your implementation against protocol standards

7d. Database / Information Systems

• Chapter Two: Database design principles → ER diagram → normalization
• Chapter Three: System design → database schema → interface screenshots
• Chapter Four: Testing scenarios and results table

7e. Signature / Image Processing / Pattern Recognition

• Chapter Two: Preprocessing → feature extraction → classifier architecture
• Chapter Three: Dataset description, augmentation techniques, model training
• Chapter Four: Confusion matrix, ROC curve description, accuracy metrics

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8. Academic Writing Style Guidelines

• Write in formal third-person academic English ("The system demonstrates…", "The results indicate…", "This research presents…")
• Avoid first-person ("I built…" → "The researcher developed…")
• Each paragraph in Chapter One should end with at least one citation [X]
• Related Work section: describe each cited paper in 1–2 sentences, do not quote directly
• Conclusions must NOT introduce new information — only summarize findings
• Avoid contractions ("don't" → "do not", "can't" → "cannot")

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9. Abstract Writing Formula

English Abstract (150–250 words):

1. What the project does (1–2 sentences)
2. The main technology/approach used
3. Key components or system architecture
4. Training/implementation details (if AI/hardware)
5. Results achieved (with numbers if available)
6. Significance / potential applications
7. Challenges identified

Arabic Abstract (الخلاصة) — mirror the English abstract translated into formal Arabic. Place at the very end of the document after all references.

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10. Dedication & Acknowledgment Templates

Dedication (brief, 3–5 lines):

To Family
To Friends
To Mentors
To Loved Ones

Or a more personal version addressing specific people.

Acknowledgment (1–2 paragraphs):

Express gratitude to: family → friends → university/department → supervisor → professors. Mention the emotional and academic support provided. Formal but warm tone.

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11. Supervisor Title Conventions (Iraqi Academia)

Title	Meaning
م.م.	Mudarris Musa'id (Assistant Lecturer)
م.	Mudarris (Lecturer)
أ.م.	Ustaadh Musa'id (Assistant Professor)
أ.م.د.	Ustaadh Musa'id Doktor (Assistant Professor, PhD)
أ.د.	Ustaadh Doktor (Professor, PhD)

Always include the supervisor's title before their name on the cover page.

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12. Quality Checklist Before Finalizing

Before delivering the document, verify:

• Cover page has all institutional hierarchy (Republic → Ministry → University → College → Department)
• Bismillah page present
• Dedication and Acknowledgment in Arabic
• Table of Contents with correct page references
• Table of Figures included
• Both English and Arabic abstracts present
• All five chapters present with correct numbering (1.1, 1.2, etc.)
• All figures captioned and numbered correctly
• All tables captioned and numbered correctly
• References section with 10+ IEEE-style citations
• In-text citations throughout (especially Chapter One and Two)
• Arabic خلاصة at the very end
• Supervisor title is correct (م.م., أ.م.د., etc.)
• Hijri and Gregorian years on cover page
• File output is .docx format

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13. Generating the .docx Output

When creating the Word document, always read the docx SKILL.md first at: /mnt/skills/public/docx/SKILL.md

Use the docx Node.js library (not python-docx unless specifically requested). Build the document programmatically, applying all formatting from Section 6 above.

Key structural order for the document builder:

1. Cover page (no page number)
2. Bismillah page
3. Dedication page
4. Acknowledgment page
5. Abstract (English)
6. Table of Contents
7. Table of Figures
8. Chapter One through Chapter Five
9. References
10. Arabic Abstract (الخلاصة)

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Reference Files

• references/topic-templates.md — Ready-made content outlines for common CS topics (smart home, robotics, CNN, networking, signature verification, etc.)
• references/arabic-abstracts.md — Arabic phrasing templates for common project types