# Empirical Research

> Empirical academic research skill. Covers literature synthesis, scientific hypothesis generation, and LaTeX/APA formatting.

- Skill: `goharabbas321/empirical-research` (Agent Skill)
- Install (CLI): `npx skillmds@latest add goharabbas321/empirical-research`
- Raw SKILL.md: https://api.skillmd.com/api/skills/goharabbas321/empirical-research/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Research & Search
- Author: goharabbas321 (https://skillmd.com/u/goharabbas321)
- Updated: 2026-09-17
- Page: https://skillmd.com/skills/goharabbas321/empirical-research

---


# /empirical-research — PhD Empirical & Academic Research

**Empirical-Research** implements high-integrity research practices, literature mapping, and publication-ready academic document compilation.

---

## 🔬 Scientific & Empirical Operations

### 1. Literature Mapping & Synthesis
- **Citation Tracing**: Map citation networks to trace key concepts back to seminal papers.
- **Synthesis Matrices**: Construct markdown matrices comparing methodology, sample sizes, and limitations across 10+ papers.
- **Evidence Verification**: Tag claims as EXTRACTED (explicit in text) or INFERRED (logical deduction).

### 2. Empirical Document Drafting
- Write drafts using publication-ready academic templates (LaTeX / APA style).
- **Hypothesis Formulation**: Structure hypotheses cleanly, identifying independent, dependent, and confounding variables.
- **Data Tables**: Present empirical findings using high-scannability LaTeX or markdown tables.