Xiaolai
- 95 repo stars
- Updated July 28, 2026
- xiaolai/nlpm
Natural-Language Programming Manager that scores, checks, fixes, and tests NL artifacts (prompts, skills, rules) across Claude Code, Codex CLI, and Antigravity.
About
nlpm (Natural-Language Programming Manager) is a Claude Code marketplace plugin that scores, checks, fixes, and tests natural-language artifacts such as prompts, skills, and rules across Claude Code, Codex CLI, and Antigravity. It applies tier-aware scoring with per-tool overlays so the same artifact can be validated against each tool's conventions. A solo builder reaches for it to lint and improve the quality of their prompts and skills the way they would lint code.
- Scores, checks, fixes, and tests NL artifacts
- Tier-aware scoring with per-tool overlays
- Works across Claude Code, Codex CLI, and Antigravity
Xiaolai by the numbers
- Data as of Jul 28, 2026 (Skillselion catalog sync)
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| repo stars | ★ 95 |
|---|---|
| Last updated | July 28, 2026 |
| Repository | xiaolai/nlpm ↗ |
What it does
Natural-Language Programming Manager that scores, checks, fixes, and tests NL artifacts (prompts, skills, rules) across Claude Code, Codex CLI, and Antigravity.
Who is it for?
builders wanting quality checks on prompts and skills
Skip if: those needing runtime code testing
