skill-from-masters

To extract proven methodologies, identify 3-5 gold-standard real-world cases and common failure cases, then contrast effective versus ineffective approaches to synthesize actionable rules for skill creation.

The best way to use failure cases is to surface common pitfalls and contrast them with gold-standard examples, clarifying scope and translating these failures into actionable guidelines to avoid during skill creation.

You codify practitioner-grade methods through a structured workflow that progresses from case extraction to theory-backed justification, ultimately generating a skill grounded in practical expertise and real-world exemplars.

No specific domain knowledge is required, as this methodology extraction can be applied to diverse domains by locating real-world exemplars and synthesizing their practices into domain-agnostic rules for skill creation.

You need to discover 3-5 gold-standard real-world exemplars grounded in practice to effectively contrast approaches and generate a theory-backed skill with clear scope and actionable guidelines.

You should analyze existing practical expertise because practitioners often reinvent the wheel; discovering and synthesizing proven methodologies from recognized masters prevents this and ensures a higher quality skill.