Audit candidate: realrossmanngroup/no_ai_slop_writing_rules

[github-actions]

Repo

https://github.com/realrossmanngroup/no_ai_slop_writing_rules

Field	Value
Stars	536
NL Artifacts	5

Next Steps

1. Review the repo — check CONTRIBUTING.md, recent activity, PR history
2. If worthy: add label audit-ready to trigger the audit workflow
3. If not: close this issue

Checklist

• Accepts contributions
• Updated in last 60 days
• Not a fork or mirror
• Has meaningful NL artifacts

[github-actions]

Audit Complete: realrossmanngroup/no_ai_slop_writing_rules

NL Score: 98/100 | Security: CLEAR | Artifacts: 5 | Strategy: single

NLPM Audit: realrossmanngroup/no_ai_slop_writing_rules

Date: 2026-04-06 | Artifacts: 5 | Strategy: single
NL Score: 98/100
Security: CLEAR
Bugs: 0 | Quality Issues: 4 | Security Findings: 0

NL Score Summary

File	Type	Score	Top Issue
.claude/skills/no-ai-slop/SKILL.md	Skill	97	Missing scope note cross-referencing companion skill rossmann-voice (R07)
.claude/skills/rossmann-voice/SKILL.md	Skill	97	Missing scope note cross-referencing companion skill no-ai-slop (R07)
skills/no-ai-slop/SKILL.md	Skill	97	Missing scope note cross-referencing companion skill rossmann-voice (R07)
skills/rossmann-voice/SKILL.md	Skill	97	Missing scope note cross-referencing companion skill no-ai-slop (R07)
CLAUDE.md	Memory/entrypoint	100	None

Security Scan

Severity	Count
Critical	0
High	0
Medium	0
Low	0

Execution Surface Inventory

Surface	Files
Hooks (hooks/**)	none found
Scripts (scripts/**/*.{sh,py,js})	none found
MCP configs (.mcp.json)	none found
Package manifests (package.json, requirements.txt)	none found
Commands (commands/*.md)	none found

The repository contains no executable surface at all: it is five markdown/YAML-frontmatter files (two skill pairs mirrored between skills/ and .claude/skills/, plus CLAUDE.md), a README.md, an AGENTS.md, and a .claude-plugin/marketplace.json manifest. No hooks, scripts, MCP servers, dependencies, or slash commands exist to scan.

Security Findings

#	Severity	File	Line	Pattern	Description
—	—	—	—	—	No security findings.

Bugs (PR-worthy)

#	File	Issue	Impact
—	—	—	No bugs found. Frontmatter is present and valid on both skills, name: matches each parent directory, all cross-file references resolve (CLAUDE.md → .claude/skills/*, README.md → skills/*, marketplace.json → ./skills/no-ai-slop, ./skills/rossmann-voice), and the skills/ / .claude/skills/ mirrors are byte-identical as AGENTS.md requires.

Security Fixes (PR-worthy, Medium/Low only)

#	File	Issue	Suggested Fix
—	—	—	None — no execution surface exists to fix.

Quality Issues (informational)

---

Full report: https://github.com/xiaolai/nlpm/blob/main/auditor/audits/realrossmanngroup-no_ai_slop_writing_rules.md

No bugs found. Quality issues only, no PRs needed.

[github-actions]

Exemplar published

Score 98/100 — added as a teaching artifact at auditor/exemplars/realrossmanngroup-no_ai_slop_writing_rules.md.

Rules from skills/nlpm/rules/ can now cite this repo as a positive real-world example.

View exemplar