Enforce a canonical noun-and-verb registry for naming NLPM artifacts.
npx skills add https://github.com/xiaolai/nlpm --skill vocabulary
Please help me install this Agent Skill. Skill: vocabulary Source: https://github.com/xiaolai/nlpm/tree/main/codex/skills/vocabulary Command: npx skills add https://github.com/xiaolai/nlpm --skill vocabulary
The vocabulary skill prevents inconsistent naming across NLPM artifacts by providing a single canonical registry of nouns and verbs, so scoring and checking can reliably detect drift instead of silently accepting synonyms.
/nlpm:check and /nlpm:score to flag synonym usage and enforce consistent terminology across the NLPM codebase.Use the vocabulary skill when writing or reviewing any NLPM artifact name or description by choosing terms directly from this registry instead of coining new synonyms.
High-intent search queries and answers about installing and using this skill.
To prevent vocabulary drift, use a canonical noun-and-verb registry that enforces consistent naming across commands, agents, skills, rules, and workflows so scoring and checking reliably detect synonyms.
Vocabulary drift occurs when identical concepts use different synonym names across NLPM artifacts, causing confusion. A canonical registry standardizes naming conventions to ensure the same concepts keep the same names across internal and auditor scopes.
You enforce consistent terminology by registering canonical nouns and verbs in YAML frontmatter. This enables deterministic discovery by scorer and checker agents that detect and penalize synonym usage across your artifacts.
Yes, you can distinguish internal scope from auditor scope terms. This two-scope vocabulary boundary prevents homonym confusion while allowing sanctioned cross-scope identity where meanings match across your artifacts.
Yes, drift detection and quality assurance support YAML frontmatter registration. This provides deterministic discovery so checking and scoring agents can automatically flag synonym usage and enforce canonical naming conventions.
The registry requires strict adherence to YAML frontmatter registration and predefined naming conventions. It limits coining new synonyms, meaning all authors and reviewers must choose terms directly from the registry to avoid checker penalties.
daedalusTransform normal language into token-efficient caveman-style speech.
xiaolaiCompute 100-point quality scores for NL programming artifacts using predetermined penalties.
Ming-Kai-LCEnforce phase-based folder structure for TAR UMT FYP projects.
solitasrohDefine project terminology and data structures for consistent communication.