xiaolai/nlpm

Natural-Language Programming Manager — scan, lint, and score NL artifacts with Claude-native quality scoring

133Stars on the repository
43Mods indexed here, across every type
2d agoLast push, which is what freshness is scored on
ISCLicence, which decides whether bodies are shown

check

01

xiaolai/nlpm

Command

Check cross-artifact consistency — reference integrity, orphans, contradictions.

133 2d ago A 15 tokens original ISC

fix

02

xiaolai/nlpm

Command

Auto-fix fixable findings in NL artifacts — missing fields, heading gaps, field renames.

133 2d ago A 21 tokens original ISC

init

03

xiaolai/nlpm

Command

Prepare NLPM for this project — detect artifacts, set strictness, capture baseline trend snapshot.

133 2d ago A 20 tokens original ISC

ls

04

xiaolai/nlpm

Command

Discover all natural language programming artifacts in a repository.

133 2d ago A 11 tokens original ISC

report

05

xiaolai/nlpm

Command

Render a self-contained HTML report — per-file scores, score trend, cross-artifact graph, vocabulary noun-verb map, drift candidates, and findings — into .claude/nlpm-reports/. Opens directly via file://. No server, no build, no network.

133 2d ago A 58 tokens original ISC

score

06

xiaolai/nlpm

Command

Score NL programming artifacts — 100-point quality score per file.

133 2d ago A 14 tokens original ISC

security-scan

07

xiaolai/nlpm

Command

Scan a Claude Code plugin for security risks in executable artifacts (hooks, scripts, MCP configs, dependencies).

133 2d ago A 25 tokens original ISC

spec-sync

08

xiaolai/nlpm

Command

Sync nlpm's convention overlays with the latest official Claude Code / Codex / Antigravity specs — research upstream docs, diff, apply corrections, propagate, check.

133 2d ago A 36 tokens original ISC

test

09

xiaolai/nlpm

Command

Run NL artifact tests — evaluate artifacts against .nlpm-test/.spec.md specifications (TDD for natural language programming).

133 2d ago A 26 tokens original ISC

trend

10

xiaolai/nlpm

Command

Show quality score trends over time — track improvements, detect degradation.

133 2d ago A 14 tokens original ISC

vocab-drift

11

xiaolai/nlpm

Command

Find vocabulary drift in a corpus without a declared registry — judgment-based clustering of likely-synonymous nouns and verbs. Advisory only, no penalty. Use for early-stage projects or as a periodic health check before/alongside R51.

133 2d ago A 52 tokens original ISC

vocab-init

12

xiaolai/nlpm

Command

Create a vocabulary skill for the target project — detect layout, extract literary warrant from the corpus, seed canonical noun/verb tables, write the opt-in stub. Use to start adopting R51 vocabulary discipline in any Claude Code plugin or NL-artifact-heavy repo.

133 2d ago A 56 tokens original ISC