agent-skills

🎯 23 Skills • 🚀 9 Workflows • 🧠 Context Engineering • 📖 Progressive Disclosure

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Overview

This is a personal collection of specialized Claude Code skills organized around PhD research, finance, real estate, and AI/ML development:

• 📚 PhD Academic Business Research: Econometric analysis (PyFixest, STATA), data manipulation, publication-ready output
• 💰 Financial Analysis & Services: WRDS data extraction, financial data analysis, portfolio analytics
• 🏢 Real Estate (Residential/Commercial): Investment analysis, DCF/IRR modeling, institutional underwriting
• 🤖 AI/ML/AI Agents: ML pipelines, prompt engineering, AI tool integration via MCP
• 💻 Development & Technical Writing: FastAPI APIs, code quality, documentation, automation

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Quick Start

Installation

# Copy skills to Claude Code directory
cp -r ./skills/* ~/.claude/skills/

Usage

Skills activate automatically based on your requests:

# Python API Development
"Build a FastAPI endpoint with async SQLAlchemy"
→ Activates: fastapi-expert

# Data Analysis
"Clean this DataFrame and create summary statistics"
→ Activates: pandas-pro

# Research
"Generate LaTeX tables from PyFixest models"
→ Activates: pyfixest-latex

# Debugging
"Help me debug this stack trace"
→ Activates: debugging-wizard

# Context Engineering
"Run a two-phase context guidance audit on this repo"
→ Activates: context-guidance-audit

# Context Engineering
"Audit my CLAUDE.md and agent context setup"
→ Activates: context-engineering

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Skills Overview

23 specialized skills organized by domain:

📚 PhD Academic Business Research (4 skills)

• academic-writing: LaTeX manuscript drafting and revision for finance, economics, and real estate research
• pyfixest-latex: PyFixest econometric models to publication-quality LaTeX (DiD, event studies, panel regression)
• stata-accounting-research: STATA code patterns from published accounting research (entropy balancing, PSM, DiD, RDD, IV)
• pandas-pro: DataFrame manipulation, data cleaning, aggregation, time series analysis for research

💰 Financial Analysis & Services (3 skills)

• wrds-data-pull: WRDS data extraction (Compustat, CRSP, IBES, Thomson Reuters, BoardEx, ISS, CoreLogic, ZTRAX, CoStar)
• pandas-pro: Financial data analysis, portfolio analytics, return calculations, risk metrics
• pyfixest-latex: Financial econometric analysis and publication-ready output

🏢 Real Estate (Residential/Commercial) (1 skill)

• cre-investment-analysis: Commercial real estate investment analysis, DCF/IRR modeling, business plans, institutional underwriting

🤖 AI/ML/AI Agents (3 skills)

• ml-pipeline: ML pipelines with MLflow/Kubeflow, experiment tracking, feature stores, model lifecycle
• prompt-engineer: LLM prompt design, chain-of-thought, few-shot learning, evaluation frameworks
• mcp-developer: Model Context Protocol servers/clients for AI tool integration

💻 Development & Technical Writing (5 skills)

• fastapi-expert: Async Python APIs with FastAPI, Pydantic V2, async SQLAlchemy, JWT auth
• code-documenter: Docstrings, API docs (OpenAPI/Swagger), documentation sites, user guides
• code-reviewer: PR reviews, code quality audits, security checks, refactoring suggestions
• debugging-wizard: Systematic debugging, error investigation, root cause analysis
• n8n-skills: n8n workflow automation, node configuration, workflow patterns