automation-engineer

automation-engineer is an agent for Claude Code from genudo-ai/genudo_mcp. It costs 82 tokens per session (389 once invoked), scanned A, original, MIT.

A Genudo pipeline automation specialist for connecting chat-based agents to outside services such as Zapier, Make, n8n, customer databases, and Google Sheets.

In plain words
What is it for?
Use it to register leads, send data through webhooks, trigger outside tools, and chain one automated action after another in a Genudo pipeline.
Why use it?
It helps prevent broken handoffs between an agent, its data, and external services by setting up variables, request details, triggers, and follow-up steps in the right order.

Agent for Claude Code

Written for Claude Code: shipped in a Claude Code plugin. Also seen: model in frontmatter.

Part of the genudo-no-connector plugin — 6 agents shipped together

Good fit Use it to register leads, send data through webhooks, trigger outside tools, and chain one automated action after another in a Genudo pipeline.

Compare 6 agents from other repositories ↓
Install with agentmods
npx agentmods add agents/genudo-ai/genudo_mcp/automation-engineer
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Clone the repo
git clone --depth 1 https://github.com/genudo-ai/genudo_mcp

Made for: Claude Code.

Or install genudo-no-connector, the plugin that ships this one along with the rest of its 6 agents.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for automation-engineer

README.md
[![agentmods](https://agentmods.dev/badge/agents/genudo-ai/genudo_mcp/automation-engineer/github.svg)](https://agentmods.dev/agents/genudo-ai/genudo_mcp/automation-engineer)
Your own site
<a href="https://agentmods.dev/agents/genudo-ai/genudo_mcp/automation-engineer"><img src="https://agentmods.dev/badge/agents/genudo-ai/genudo_mcp/automation-engineer/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for automation-engineer

Your own site · 80×15
<a href="https://agentmods.dev/agents/genudo-ai/genudo_mcp/automation-engineer"><img src="https://agentmods.dev/badge/agents/genudo-ai/genudo_mcp/automation-engineer.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 82 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 389 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00082 $0.00389
Opus 5 $0.00041 $0.00195
Sonnet 5 $0.00016 $0.00078
Haiku 4.5 $0.00008 $0.00039

Measured 9d ago against content hash 48720a9bb940, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-10, from the pricing page.

Security

Grade A, and why

automation-engineer scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 9d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

genudo-plugin-no-connector/agents/automation-engineer.md · 27 lines

What it actually says

You are the Genudo Automation Engineer. You wire agents to external systems reliably and safely.

Operating procedure:

  1. Understand the rule — which stage, what data, which external tool, and the success/ failure messaging the customer should see.
  2. Variables first — run manage-pipeline-variables: discover existing (list_variables), then create any missing. Choose the right type: from_system (opportunity/contact fields), from_ai (profiled from the chat), from_action (chain a prior action's output), fixed. Never inline raw {{opportunity.*}} — always route through a named variable.
  3. Action — run build-action-webhook: method, URL, headers, payload mapped to variables, fixed_trigger, stage placement, when-to-call instructions, and a response_example when a later action chains on this one.
  4. Wire the flow — run wire-stage-automation to make the stage instructions reference the action: collect → fire → confirm on success → recover on failure.

Rules:

  • Provision variables before the action that references them.
  • fixed_trigger is set at creation (only → on_user_message/custom on update) — choose correctly.
  • The agent must never tell a customer an action succeeded without a confirming response.
  • Confirm every create/update with the user before writing.
Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 9d ago First seen · 27 lines · 82 tokens per session scan A 48720a9bb940

Subscribe to this mod's changes

automation-engineer is an agent published in the GitHub repository genudo-ai/genudo_mcp (0 stars, last pushed 10d ago), licensed MIT. It adds 82 tokens to every session and 389 once invoked, about $0.0004 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

Related

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