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Inspect n8n workflow

n8n_introspect
Read-onlyIdempotent

Inspect a workflow and a sample of its saved executions to retrieve deterministic findings and factual metrics. Does not execute the workflow.

Instructions

Inspect one workflow and a bounded sample of its saved executions; return deterministic findings and factual metrics; do not execute the workflow or replace the instance security audit.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
profileNoquick
workflowIdYes
lookbackHoursNo
maxExecutionsNo
includeSanitizedLabelsNo

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
sampleYes
statusYes
metricsYes
profileYes
summaryYes
findingsYes
guidanceYes
workflowYes
limitationsYes
ruleCoverageYes
engineVersionYes
schemaVersionYes
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already declare readOnly, idempotent, non-destructive. The description adds that the tool does not execute workflows and returns factual metrics, consistent with annotations. No contradictions.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Single sentence, front-loaded with the verb 'Inspect', no redundancy. Every word contributes meaning.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

With strong annotations and an output schema, the description covers the scope sufficiently for a read-only tool. It states what is inspected and returned, no gaps.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters2/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 0%, so the description must compensate. It only generically mentions inspecting workflows and executions, leaving parameters like 'profile', 'lookbackHours', 'maxExecutions', and 'includeSanitizedLabels' unexplained.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the tool inspects a workflow and bounded sample of executions, returning deterministic findings and metrics. It also explicitly distinguishes from a security audit, differentiating it from sibling tools.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description explains when not to use it (do not execute workflow or replace security audit) and implies inspection use. However, it lacks explicit comparison to sibling tools like n8n_workflows_get or n8n_workflows_diff.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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