Linguistic Rule Registry And Pattern Matching

via “linguistic-rule-registry-and-pattern-matching”

🪨 why use many token when few token do trick — Claude Code skill that cuts 65% of tokens by talking like caveman

Unique: Implements a declarative rule registry in SKILL.md that defines linguistic transformation patterns organized by category and intensity level, enabling non-engineers to understand, audit, and customize compression rules without code changes. This is more transparent than hardcoded compression logic.

vs others: More maintainable than hardcoded transformation logic because rules are declarative and version-controlled; more auditable than black-box compression because rules are explicit and human-readable.

via “regex-free-pattern-definition”

via “grammar pattern recognition and explanation”