Skill audit report
n8n-agents Audit report.
Design n8n AI agents the right way. Use when building or editing any @n8n/n8n-nodes-langchain.* AI node — an AI Agent, LLM chain, Text Classifier, or Information Extractor — and whenever the user mentions AI agents, LLM with tools, tool calling, $fromAI, system prompts, agent memory, sessionId, structured/JSON output, output parser, RAG, vector store, a chat assistant/bot, or human-in-the-loop review. Covers Agent-vs-chain-vs-classifier choice, the model/memory/tools/outputParser slots, tool names/descriptions as prompt, structured output with autoFix, memory, RAG, human review, and chat topologies.
OpenAgentSkill Trust Score
OpenAgentSkill Trust Score
The Trust Score helps an agent decide whether a skill is safe enough to shortlist before installation.
GitHub adoption
PASS94
6.2K GitHub stars
Stars/forks activity
PASS93
6.2K stars, 1.0K forks; issue activity unavailable in current metadata
Recent maintenance
PASS88
2mo since push
License clarity
PASS86
MIT
README/SKILL.md completeness
PASS86
Metadata includes enough usage and workflow context
Dependency/runtime risk
INFO64
credential or environment access, network or browser surface
Install availability
PASS92
npx skills add czlonkowski/n8n-skills --skill n8n-agents
Install command safety
PASS92
standard package or runtime install path
Permission surface
FAIL34
secrets or environment access, filesystem or document access
Repository evidence
PASS86
https://github.com/czlonkowski/n8n-skills/tree/main/skills/n8n-agents
Review status
INFO66
AI review data available
Agent Proven outcomes
INFO54
No agent outcome data yet
Checks
Install and adoption review
Install path
92
npx skills add czlonkowski/n8n-skills --skill n8n-agents
Repository
88
https://github.com/czlonkowski/n8n-skills/tree/main/skills/n8n-agents
License
86
MIT
Maintenance
88
2mo since push
AI review
55
Security guidance is present but somewhat distributed across separate references rather than consolidated in SKILL.md; prompt-injection and least-privilege tool permissions are implied but not fully spelled out.
README/SKILL.md completeness
86
Usable description available
Dependency risk
64
credential or environment access, network or browser surface
Install command safety
92
standard package or runtime install path
Permission surface
34
secrets or environment access, filesystem or document access
Stars/forks activity
93
6.2K stars, 1.0K forks; issue activity unavailable in current metadata
Adoption
88
6.2K GitHub stars
Warnings
- Permission surface may require sandboxing
- Security guidance is present but somewhat distributed across separate references rather than consolidated in SKILL.md; prompt-injection and least-privilege tool permissions are implied but not fully spelled out.
- SKILL.md references companion skills such as n8n-workflow-patterns and n8n-mcp-tools-expert; if those are not available in the same repository, some context may be missing for users relying on this skill alone.
- Quality score needs review
- Permission surface needs review: secrets or environment access, filesystem or document access
- Permission surface: secrets or environment access, filesystem or document access
Method
This report combines public metadata, AI review output, repository freshness, install readiness, OpenAgentSkill events, quality scoring, trust checks, and the agent safety gate. It is not a full source-code security review.
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