airflow-hitl

40Medium

The skill insecurely handles sensitive environment variables and executes unconstrained network and file operations without declaring necessary tool permissions, creating significant risks for credential exfiltration and unauthorized system access.

Threat Analysis

AI Agent Traps ↗Scanned 6/20/2026
Content InjectionPerceptionclean
Semantic ManipulationReasoningclean
Cognitive StateMemory & Learningclean
SystemicMulti-Agent Dynamicsclean
Human-in-the-LoopHuman Overseerclean
HygienePackaging & Manifest1 finding

Skill Info

Nameastronomer/agents/airflow-hitl
Registrygithub
Versionda0048c49f88
PURLpkg:github/astronomer/agents@da0048c49f88?skill=airflow-hitl
Stars391
Installs703

Install

This skill has findings worth reviewing before installing.
GitHub
GitHub
703 installs
Skills.sh
Skills.shDocs
npx skills add https://github.com/astronomer/agents

Assessments (3)

AI Agent Traps ↗
Credential exposure via environment variablesmediumcredential theftAML.T0055AML.T0037LLM02:2025

The skill provides a code template that explicitly reads sensitive environment variables (AIRFLOW_API_TOKEN) and uses them in network requests, encouraging the storage of secrets in the environment where they may be logged or exfiltrated.

90% confidence
HOST = os.environ["AIRFLOW_HOST"]
TOKEN = os.environ["AIRFLOW_API_TOKEN"]
Missing allowed-tools declarationlowunauthorized tool useAML.T0053LLM06:2025

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 useAML.T0053LLM06:2025

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

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