generalization AI Agent Skills
Browse 6 skills related to generalization
reasoning-inductive
Extract patterns and generalizations from multiple observations. Use when detecting recurring themes, building predictive rules, or identifying systemic behaviors from accumulated data. Produces validated patterns with confidence bounds and exception handling.
refactoring
Comprehensive reference for 89 refactoring techniques and code smells with PHP 8.3+ examples. Covers composing methods, moving features, organizing data, simplifying conditionals, simplifying method calls, dealing with generalization, and detecting 22 code smells across bloaters, OO abusers, change preventers, dispensables, and couplers.
constraint-generalization
Generalization and composition of constraints across navigators
skill-creator
Create polished, generic Agent Skills (SKILL.md + scripts + references) from use-case-specific scripts or code. Use when the user wants to turn a working script into a reusable skill, create a new skill from scratch, refactor an existing skill, or generate a SKILL.md following prompt engineering and Agent Skills specification best practices. Handles analysis of source scripts, generalization of hardcoded values into configuration, creation of directory structures, writing of SKILL.md with proper frontmatter, workflow sections, pre-flight checks, and supporting reference documents.
discover-skills
Identify missing skills and recommend installations from AI Cortex or public skill catalogs. Use when discovering capabilities or suggesting skills to fill gaps.
decontextualize-text
Convert text with private context or internal dependencies into generic, unbiased expressions. Use for project decontextualization (handoff, open-source prep), methodology abstraction, cross-team sharing, anonymization. Includes path strings and file/folder names as they appear in text.