Shared utilities and constants for scribe plugin skills. This module provides common patterns, word lists, and utilities used across slop-detector, style-learner, and doc-generator.
View on GitHubathola/claude-night-market
scribe
January 25, 2026
Select agents to install to:
npx add-skill https://github.com/athola/claude-night-market/blob/main/plugins/scribe/skills/shared/SKILL.md -a claude-code --skill sharedInstallation paths:
.claude/skills/shared/# Scribe Shared Module
Common utilities and constants for the scribe plugin.
## Slop Word Lists
### Tier 1 Words (Highest Confidence)
```python
TIER1_SLOP_WORDS = [
"delve", "embark", "tapestry", "realm", "beacon",
"multifaceted", "nuanced", "pivotal", "paramount",
"meticulous", "meticulously", "intricate", "showcasing",
"leveraging", "streamline", "unleash", "comprehensive",
"robust", "spearheaded", "fostering", "harness",
"elevate", "transcend", "cornerstone", "holistic"
]
```
### Tier 2 Words (Medium Confidence)
```python
TIER2_SLOP_WORDS = [
"moreover", "furthermore", "indeed", "notably", "subsequently",
"significantly", "substantially", "fundamentally", "profoundly",
"potentially", "arguably", "seamless", "vibrant", "bustling",
"transformative", "revolutionary", "innovative", "cutting-edge",
"vital", "crucial", "essential", "optimize", "utilize", "facilitate"
]
```
### Sycophantic Phrases
```python
SYCOPHANTIC_PHRASES = [
"I'd be happy to",
"Great question!",
"That's a great point",
"Absolutely!",
"I'm glad you asked",
"You're absolutely right",
"That's a wonderful",
"Excellent question"
]
```
### Vapid Openers
```python
VAPID_OPENERS = [
"In today's fast-paced world",
"In an ever-evolving landscape",
"In the dynamic world of",
"As technology continues to evolve",
"In this digital age",
"In the realm of"
]
```
### Empty Emphasis
```python
EMPTY_EMPHASIS = [
"cannot be overstated",
"goes without saying",
"needless to say",
"of paramount importance",
"absolutely essential",
"at its core"
]
```
## Vocabulary Substitutions
```python
SUBSTITUTIONS = {
"leverage": "use",
"utilize": "use",
"facilitate": "help",
"comprehensive": "thorough",
"robust": "solid",
"seamless": "smooth",
"optimize": "improve",
"streamline": "simplify",
"delve": "explore",
"embark": "start",
"fallback": "default",