Gsd-skill-creator kp-applied-domain
Domain knowledge for 10 applied subjects: computer science, data science, world languages, psychology, environmental science, nutrition, economics, creative writing, logic, digital literacy. Use when generating Applied & Practical tier pack content.
git clone https://github.com/Tibsfox/gsd-skill-creator
T=$(mktemp -d) && git clone --depth=1 https://github.com/Tibsfox/gsd-skill-creator "$T" && mkdir -p ~/.claude/skills && cp -r "$T/infra/packs/knowledge/skills/kp-applied-domain" ~/.claude/skills/tibsfox-gsd-skill-creator-kp-applied-domain && rm -rf "$T"
infra/packs/knowledge/skills/kp-applied-domain/SKILL.mdApplied Domain
Purpose
Provides domain expertise for the 10 Applied & Practical tier packs. These are practical skills that build on core academic foundations: computer science, data science, world languages, psychology, environmental science, nutrition, economics, creative writing, logic, and digital literacy. Each subject emphasizes hands-on application and real-world relevance.
Capabilities
- Subject-specific learning outcome hierarchies for 10 applied subjects
- Cross-subject prerequisite mapping to core tier (e.g., CODE-101 depends on MATH-101, PROB-101)
- Grade-level complexity scaling with emphasis on middle school through college
- Applied activity types (coding projects, data analysis labs, language immersion exercises, field studies)
- Assessment methods emphasizing portfolio and project-based evaluation
- Resource curation with emphasis on interactive tools and practice environments
Subject Coverage
| Subject | Pack ID | Key Domains |
|---|---|---|
| Computer Science | CODE-101 | Programming, algorithms, data structures, software engineering |
| Data Science | DATA-101 | Data wrangling, visualization, ML basics, statistical modeling |
| World Languages | LANG-101 | Language acquisition, grammar, culture, communication |
| Psychology | PSYCH-101 | Development, cognition, behavior, mental health |
| Environmental Science | ENVR-101 | Ecology, climate, conservation, sustainability |
| Nutrition | NUTR-101 | Macronutrients, meal planning, food science, health |
| Economics | ECON-101 | Supply/demand, markets, personal finance, macro/micro |
| Creative Writing | WRIT-101 | Literature analysis, creative writing, rhetoric, genre |
| Logic | LOG-101 | Propositional logic, predicate logic, proofs, paradoxes |
| Digital Literacy | DIGLIT-101 | Information evaluation, digital citizenship, online safety |
Dependencies
- kp-content-authoring skill for file structure and templates
- Pack runtime schemas for validation
- Core academic packs as prerequisites (MATH-101, READ-101, PROB-101, COMM-101)
Token Budget Rationale
1.0% budget covers the domain knowledge reference for 10 subjects. The skill provides subject-specific guidance (not full content) -- the actual content is generated in context using the authoring templates.