Prepare an AI development phase by selecting a framework, researching official documentation and the application domain, and planning evaluations. The workflow brings these decisions together in an AI-SPEC.md design document.
Generate AI design contract (AI-SPEC.md) for phases that involve building AI systems — framework selection, implementation guidance from official docs, and evaluation strategy
Review the instructions the agent will receive before you install.
<execution_context> @${CLAUDE_PLUGIN_ROOT}/workflows/ai-integration-phase.md @${CLAUDE_PLUGIN_ROOT}/references/ai-frameworks.md @${CLAUDE_PLUGIN_ROOT}/references/ai-evals.md </execution_context>
<context> Phase number: $ARGUMENTS — optional, auto-detects next unplanned phase if omitted. </context> <process> Execute @${CLAUDE_PLUGIN_ROOT}/workflows/ai-integration-phase.md end-to-end. Preserve all workflow gates. </process>No reviews yet. Tell others what you thought.
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Handle ActiveCampaign contact and marketing tasks through Rube MCP, a connection for agent tools. Find or create contacts, manage tags and subscriptions, enroll contacts in existing automated workflows, and create follow-up tasks.
Research competitors’ live Meta and Google ads to identify opening hooks, offers, calls to action, and landing pages. Receive a sourced creative brief and up to three test ideas adapted to your product.
Add website or app tracking, then use command-line tools to review traffic, signups, drop-off, and returning users across projects. Run A/B tests, which compare alternative headlines or buttons, and inspect results to guide changes.
Establish rules for when an AI agent should recall past context and save lasting decisions, corrections, preferences, and failures. Works with Markdown files or memory services, preserving decision history and surfacing conflicting records.
Audit local AI coding-agent sessions with agenttrace to identify spending, token use, tool failures, and operational problems. Produce readable or structured reports and define pass-or-fail thresholds for automated continuous integration checks.
Audit saved agent sessions for access to private files and evidence that secret values entered an agent's context. Get findings without displaying secrets, identify keys needing rotation, and inspect Claude Code or Codex sessions in a local report.