coding-quality-loop

40Medium

The skill is vulnerable to prompt injection because it dynamically loads and executes instructions from external markdown files that can be manipulated by an attacker.

Threat Analysis

AI Agent Traps ↗Scanned 8/21/2026
Semantic ManipulationReasoningclean
Cognitive StateMemory & Learningclean
SystemicMulti-Agent Dynamicsclean
Human-in-the-LoopHuman Overseerclean

Skill Info

Namezaingz/coding-quality-loop
Registrygithub
Version9f912928bd42
PURLpkg:github/zaingz/coding-quality-loop@9f912928bd42
Stars5
SHA-2569e4f308a02b2...
SHA-19768be427457...
MD5ba99932baa5a...
TLSH03120a677399...
ssdeep192:ECJ/Yvkw...
Size9,201 bytes

Install

This skill has findings worth reviewing before installing.
GitHub
GitHub
Skills.sh
Skills.shDocs
npx skills add https://github.com/zaingz/coding-quality-loop

Assessments (2)

AI Agent Traps ↗
Potential for indirect prompt injection via referencesmediumindirect prompt injection

The skill instructs the agent to load external markdown files (`references/*.md`) on demand. If these files are modified by an attacker, they can inject instructions into the agent's reasoning process. [ensemble: confirmed by 3/3 passes; severity set to the agreed median (ADR-0067).]

70% confidence
Load references/ only when needed.
Organization name detectedmediumpii exposureAML.T0024LLM02:2025

NER model detected organization in skill content (confidence: 0.75)

75% confidence
D****
Organization name detectedmediumpii exposureAML.T0024LLM02:2025

NER model detected organization in skill content (confidence: 1.00)

100% confidenceline 27
M**

Badge

Skill Check badge
Markdown
[![Mondoo Skill Check](https://mondoo.com/ai-agent-security/api/badge/github/zaingz/coding-quality-loop.svg)](https://mondoo.com/ai-agent-security/skills/github/zaingz/coding-quality-loop)
HTML
<a href="https://mondoo.com/ai-agent-security/skills/github/zaingz/coding-quality-loop"><img src="https://mondoo.com/ai-agent-security/api/badge/github/zaingz/coding-quality-loop.svg" alt="Mondoo Skill Check" /></a>
Image URL
https://mondoo.com/ai-agent-security/api/badge/github/zaingz/coding-quality-loop.svg

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