samuelstraeuli.com AI Capability Portfolio

Building practical AI solutions.

I am currently completing my Master's in Digital Innovation in Finance, where I explore how generative AI can solve real business problems. My focus is designing reusable Claude Skills that combine structured reasoning, workflow automation and domain expertise into practical AI tools.

  • Master's in Digital Innovation in Finance
  • Claude Skills Developer
  • AI Workflow Design

Featured AI Solutions

Practical Claude Skills built to automate knowledge work and improve decision-making.

PERSONALIZATION

Training Plan Generator

An intelligent Claude Skill that interviews users, understands their goals, experience level and constraints, then generates personalized training plans based on structured coaching principles.

  • Dynamic questioning
  • Personalized recommendations
  • Structured reasoning
  • Coaching knowledge embedded
  • Reusable workflow
Download skill.md
AUTOMATION

Week Planner Automation

An AI assistant that automates weekly planning and admin work for personal trainers. It organizes schedules, priorities and recurring tasks into a structured workflow that saves time.

  • Weekly scheduling
  • Admin automation
  • Task prioritization
  • Productivity optimization
  • Workflow organization
Download skill.md
RESEARCH AI

Source Verification Assistant

A Claude Skill designed to evaluate AI-generated research by checking source quality, identifying unsupported claims and encouraging evidence-based outputs for analysts and researchers.

  • Source evaluation
  • Hallucination detection
  • Research support
  • Credibility assessment
  • Quality assurance
Download skill.md

Core AI Competencies

A focused set of capabilities for designing and building practical AI systems.

  • Claude Skills
  • Prompt Engineering
  • System Prompt Design
  • Workflow Automation
  • Structured Reasoning
  • Knowledge Engineering
  • Markdown Architecture
  • Human-AI Collaboration
  • Decision Logic
  • Information Synthesis
  • Research Automation
  • AI Product Thinking
  • UX for AI
  • Problem Decomposition
  • Prompt Iteration
  • Prompt Testing
  • Reasoning Chains

My Development Process

A structured methodology for building AI solutions that actually solve problems.

Problem Start
User Research
Conversation Design
Prompt Engineering
Claude Skill Dev
Testing & Iteration
Reusable AI Solution Output

Understand the Problem

Deep user research and problem framing before touching any prompts.

Design the Conversation

Map the reasoning flow, decision points, and output structure.

Iterate to Excellence

Test against real cases, refine edge cases, validate outputs.