SKILLEMALL.ai

BF n8n-autopilot

AI-powered n8n workflow builder and deployer by Dr. FIRAS. Generates production-ready n8n workflow JSON from natural language, validates structure and logic, then auto-deploys to any n8n instance via REST API. Use this skill whenever the user wants to create, build, design, generate, deploy, or publish an n8n workflow — even from a plain description like "automate my Stripe payments to Slack". Also triggers when the user pastes n8n workflow JSON for review, debugging, optimization, or redeployment. Covers: workflow generation, structural validation, auto-deployment, activation, execution monitoring, and performance diagnostics. LinkedIn: https://www.linkedin.com/in/doctor-firass/

ClawHub Agent Skills author: Dr FIRAS v1.0.0 MIT-0 7 files body ≈ 2 658 tokens Open the sourceclawhub.ai analyzed 3 d ago

As a process F 57/100 · Will not run — References files that are not bundled: scripts/workflow_forge.py, references/node-catalog.md

ProcedureZapierSlackStripeInfrastructuretype and topics are labelled automatically from the skill text
JSON
Technical rating
B
88/100
safety, quality, tests
Safety 60%
95
Quality 40%
78
Run on models
none yet
Process rating
F
57/100
Will not run
References files that are not bundled: scripts/workflow_forge.py, references/node-catalog.md
Tools and files w 18
0
Inputs and preconditions w 11
0
Progress reporting w 2
0
the three weakest of ten parameters · all ten

What is at stake

Medium-severity findings: the skill is probably honest, but read what alarmed the scanner.

Exfiltration medium severity

Below is the worst case for this category. The finding here is medium: the guard saw a sign, not a proof.

If you install

The instructions or scripts send data out: environment variables, keys, file contents, chat history. You may never notice, because the agent performs the upload as "part of the task".

For the author

If the upload is not needed for the task, remove it: catalogs flag such skills and delist them. If it is needed, name the destination explicitly, say what leaves the machine, and give the user a switch.

How to improve

  1. The text references files that are not there: add them or drop the references.
For the model run — optional
  • Your own cases (evals/evals.json, 4–6 real requests with expected answers): the full check would then run those instead of a model-drafted suite.
  • A spec.yaml with trigger phrases and assertions — a behaviour contract for CI; `skilltest init` writes a template.

Guard findings · 1

✓ No critical or high findings

Medium and low: 1
  • medium Exfiltration net-redirectable-api-key n8n_deploy.py:31
    Helper sends the API key to a host configured by an environment variable — the key can be redirected to another server
    API key + configurable base URL from environment

Files scanned: 7. Evidence is masked. Grey chips explain why severity was lowered.

Against the Agent Skills spec

  • warning missing-ref reference to a missing file: scripts/workflow_forge.py
  • warning missing-ref reference to a missing file: references/node-catalog.md

Process rating: all ten parameters 57/100

Will not run. References files that are not bundled: scripts/workflow_forge.py, references/node-catalog.md
  • 0Tools and files. 2 referenced file(s) missing: scripts/workflow_forge.py, references/node-catalog.md
  • 0Inputs and preconditions. Does not say what the process needs to start
  • 0Progress reporting. Says nothing while it works
  • 30Running it twice. 8 mutating operations with no state check
  • 60Result and completion. Output format stated, no completion criterion
  • 70When it triggers. States when to use, but not when not to
  • 100Steps. 44 steps
  • 100Failures and branches. 4 branches, has a failure section
  • 100Consistency. Name and required fields are in place
  • 100Execution cost. Instruction body is 2658 tokens
  • low 13 top-level sections: this looks like several domains in one skill

Everything here is measured from the skill text rather than judged by a model, so the numbers are checkable. A parameter weighs more when it is a more common reason for the process to stall.

Quality signals

  • +5Description has no quoted example phrases that should trigger the skill
  • +4Description does not say when NOT to use the skill (false activations)
  • +1No license
  • +2Single-language instructions
  • +3Description length 688: enough signal without eating the budget
  • +4Structure: 34 headings
  • +3Step-by-step instructions: 44 items
  • +3Output format is stated explicitly
  • +4Has examples (16 code blocks)

Quality base 70; lint remarks subtract, signals add up to 100. Result: 78.

External checks

ClawHub: suspicious
This skill appears to do what it claims, but it can create, activate, run, inspect, and delete workflows on a real n8n instance without strong safety gates.
LLM: suspicious (high) · VirusTotal: · 29 May 2026