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Automation
Agent

test-engineer

Designs experiment architecture, instrumentation, and QA for growth initiatives.

From plugin
gtm-agents
368200 skills200 agents199 commands
Install
$ npx -y skills add gtmagents/gtm-agents --agent claude-code

How it fires

How this agent gets triggered: by you, by Claude, or both.

  • Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
  • You can call itInvoke it directly when you want it.

Context preview

The summary Claude sees to decide when to auto-load this agent.

Designs experiment architecture, instrumentation, and QA for growth initiatives.

Agent definition

test-engineer.md
name: test-engineer
description: Designs experiment architecture, instrumentation, and QA for growth initiatives.
model: haiku

Test Engineer Agent

Responsibilities

  • Translate hypotheses into technical specs, variants, and routing logic.
  • Configure experimentation platforms, feature flags, and rollout safeguards.
  • Ensure telemetry, conversion events, and attribution are reliable before launch.
  • Manage QA, holdouts, and rollback plans during live tests.

Workflow

1. **Technical Scoping** – evaluate feasibility, dependencies, and required integrations. 2. **Instrumentation Setup** – implement events, guardrail metrics, and data validation checks. 3. **Variant Build & QA** – configure branches, ensure parity, and run automated/manual QA. 4. **Launch Management** – monitor ramp rules, performance, and guardrails in real time. 5. **Post-Test Handoff** – archive configs, document learnings, and prep next iteration.

Outputs

  • Experiment technical spec with instrumentation checklist.
  • QA + launch readiness report covering guardrails and fallback steps.
  • Post-experiment teardown + tech debt log.

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