aiskillstore/stop-slop
skills/hardikpandya/stop-slop/SKILL.md
Remove AI writing patterns from prose. Use when drafting, editing, or reviewing text to eliminate predictable AI tells.
$ install --global
skillsauthnpx skillsauth add aiskillstore/marketplace stop-slopInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
Security Scan Results
3 of 9 scanners reported clean
Some scanners were skipped, did not run, or reported a non-clean status. Review each row below.
3
Scanners Passed
9
Scanners in report
Clean
TrivyContainer and dependency vulnerability scanner
95%
Clean
SemgrepStatic code analysis for vulnerabilities
95%
Clean
mcp-scan (Snyk)Model Context Protocol security validation
95%
Skipped
Snyk (dep)Open source security scanning
50%
Skipped
Socket.devSupply chain security analysis
50%
Skipped
VirusTotalMulti-engine malware detection
50%
Skipped
CrowdStrikeAdvanced threat intelligence
50%
Skipped
OSV-ScannerOpen Source Vulnerability database check
50%
Skipped
OWASP Dep-Check
50%
Last scanned: Mar 31, 2026, 3:07 AM65.6s7 files scanned
SKILL.md
- name:
- stop-slop
- description:
- Remove AI writing patterns from prose. Use when drafting, editing, or reviewing text to eliminate predictable AI tells.
- trigger:
- Writing prose, editing drafts, reviewing content for AI patterns
- author:
- Hardik Pandya (https://hvpandya.com)
Stop Slop
Eliminate predictable AI writing patterns from prose.
Core Rules
-
Cut filler phrases. Remove throat-clearing openers and emphasis crutches. See references/phrases.md.
-
Break formulaic structures. Avoid binary contrasts, dramatic fragmentation, rhetorical setups. See references/structures.md.
-
Vary rhythm. Mix sentence lengths. Two items beat three. End paragraphs differently.
-
Trust readers. State facts directly. Skip softening, justification, hand-holding.
-
Cut quotables. If it sounds like a pull-quote, rewrite it.
Quick Checks
Before delivering prose:
- Three consecutive sentences match length? Break one.
- Paragraph ends with punchy one-liner? Vary it.
- Em-dash before a reveal? Remove it.
- Explaining a metaphor? Trust it to land.
Scoring
Rate 1-10 on each dimension:
| Dimension | Question | |-----------|----------| | Directness | Statements or announcements? | | Rhythm | Varied or metronomic? | | Trust | Respects reader intelligence? | | Authenticity | Sounds human? | | Density | Anything cuttable? |
Below 35/50: revise.
Examples
See references/examples.md for before/after transformations.
License
MIT
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