012 GitHub stars
02Standardized support for positional arguments and dynamic context bundling
03Progressive 3-step workflow (Learn, Create, Validate) to minimize context bloat
04Ad-hoc management for refactoring, renaming, or updating existing skills
05Automated generation of SKILL.md frontmatter and argument hints
06Built-in validation to audit JSONL logs and trace invocation sessions