debugging-signals-pipeline

Name: ai-plugin/debugging-signals-pipeline
Author: posthog

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40Medium

The skill performs unauthorized network exfiltration via hidden curl/wget commands while bypassing security constraints by failing to declare its tool usage or network capabilities.

ThreatsCI SM CS BC S HITL

Threat Analysis

AI Agent Traps ↗Scanned 6/20/2026

Content InjectionPerceptionclean

Semantic ManipulationReasoningclean

Cognitive StateMemory & Learningclean

Behavioural ControlAction1 finding

SystemicMulti-Agent Dynamicsclean

Human-in-the-LoopHuman Overseerclean

Skill Info

Nameposthog/ai-plugin/debugging-signals-pipeline

Registrygithub

Versionfa6f61965c1d

PURLpkg:github/posthog/ai-plugin@fa6f61965c1d?skill=debugging-signals-pipeline

Stars54

Installs13

Source

Repository ↗SKILL.md ↗

Install

This skill has findings worth reviewing before installing.

GitHub

13 installs

Skills.shDocs

npx skills add https://github.com/posthog/ai-plugin

Assessments (3)

AI Agent Traps ↗

Pipe to curl/wget for data exfiltration detectedmediumdata exfiltrationAML.T0025AML.T0024LLM02:2025

Pipe to curl/wget for data exfiltration detected (seen 3 times in this file at lines 167, 174, 203)

100% confidenceline 167

curl -s 'http://localhost:8123/' --data

Missing allowed-tools declarationlowunauthorized tool use

Skill executes commands, writes files, or accesses the network but declares no allowed-tools, so its tool surface cannot be reviewed or constrained.

90% confidence

Undeclared network usagelowunauthorized tool use

Skill contains network access patterns (HTTP requests, socket connections) without declaring network capability in allowed-tools.

60% confidence

Missing licenseinfopolicy violation

Skill does not specify a license field. Specifying a license helps users understand usage terms.

100% confidence

Missing or insufficient descriptioninfopolicy violation

Skill description is empty or too short. A clear description helps users evaluate the skill's purpose.

100% confidence

Badge

Markdown

[![Mondoo Skill Check](https://mondoo.com/ai-agent-security/api/badge/github/posthog/ai-plugin/debugging-signals-pipeline.svg)](https://mondoo.com/ai-agent-security/skills/github/posthog/ai-plugin/debugging-signals-pipeline)

HTML

<a href="https://mondoo.com/ai-agent-security/skills/github/posthog/ai-plugin/debugging-signals-pipeline"><img src="https://mondoo.com/ai-agent-security/api/badge/github/posthog/ai-plugin/debugging-signals-pipeline.svg" alt="Mondoo Skill Check" /></a>

Image URL

https://mondoo.com/ai-agent-security/api/badge/github/posthog/ai-plugin/debugging-signals-pipeline.svg

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