portfolio-roadmapping-bets

This repository contains 74 skills designed to enhance Claude Code's capabilities across strategic thinking, product development, research, experimentation, and creative problem-solving. Each skill includes:

• Structured workflows with step-by-step guidance
• Practical templates for immediate use
• Advanced methodologies for complex scenarios
• Evaluation rubrics with quality criteria and common failure modes
• Progressive disclosure (SKILL.md → template.md → methodology.md)

• [Skills by Category](#skills-by-category)

- [🧠 Strategic Thinking & Decision Making](#-strategic-thinking--decision-making)

- [💡 Problem Solving & Analysis](#-problem-solving--analysis)

- [🔬 Research & Discovery](#-research--discovery)

- [🗣️ Dialogue & Deliberation](#️-dialogue--deliberation)

- [💭 Ideation & Creativity](#-ideation--creativity)

- [📊 Data & Modeling](#-data--modeling)

- [🔷 Geometric Deep Learning](#-geometric-deep-learning)

- [🏗️ Architecture & Design](#️-architecture--design)

- [🔒 Security & Risk](#-security--risk)

- [📝 Communication & Documentation](#-communication--documentation)

- [🔬 Scientific Writing](#-scientific-writing)

- [🎯 Estimation & Forecasting](#-estimation--forecasting)

- [💼 Business & Product Management](#-business--product-management)

- [⏱️ Productivity & Learning](#️-productivity--learning)

- [🏢 Organizational Design](#-organizational-design)

- [🛡️ Ethics & Evaluation](#️-ethics--evaluation)

- [🍳 Specialized Domains](#-specialized-domains)

- [🛠️ Skill Development & Meta-Tools](#️-skill-development--meta-tools)

• [Installation](#installation)
• [Using Skills](#using-skills)
• [Skill Development Status](#skill-development-status)
• [Key Features](#key-features)
• [Contributing](#contributing)
• [Resources](#resources)
• [License](#license)
• [Acknowledgments](#acknowledgments)

🧠 Strategic Thinking & Decision Making

decision-matrix - Multi-criteria decision analysis with weighted scoring, sensitivity analysis, and uncertainty handling for complex choices between 3-10 options.

bayesian-reasoning-calibration - Probabilistic reasoning with prior/posterior updates, Bayes theorem application, and calibration techniques for reducing overconfidence.

alignment-values-north-star - Strategic alignment framework connecting daily decisions to core values and long-term vision using north star metrics and principle mapping.

environmental-scanning-foresight - Anticipate change through PESTLE analysis, weak signal detection, scenario planning (2x2 matrix), cross-impact analysis, and signposts for early warning systems.

expected-value - Rational decision-making under uncertainty through probability-weighted outcomes (EV = Σ p×v). Covers scenario identification, probability estimation (base rates, triangulation, calibration), payoff quantification (NPV, non-monetary factors), decision trees (fold-back induction, optionality), expected utility for risk aversion, sensitivity analysis, and bias mitigation (overconfidence, sunk costs, tail risk neglect).

heuristics-and-checklists - Practical decision-making through mental shortcuts (heuristics) and systematic error prevention (checklists). Design fast & frugal heuristics (recognition, take-the-best, satisficing), create effective checklists (5-9 killer items, READ-DO vs DO-CONFIRM formats), validate rules empi