npx claudepluginhub jnuyens/gsd-plugin --plugin gsdThis skill is limited to using the following tools:
<objective>
Designs AI agent architectures by diagnosing problems on task and project axes, selecting patterns like single-agent loops, autonomous pipelines, optimization loops, or multi-agent systems, and defining workflows with phases, artifacts, gates, and tooling.
Audits, re-engineers, or bootstraps projects to align with AI-first design principles across 7 dimensions. Triggers on review, ai-firstify, improve, or new project requests.
Generates validated, runnable implementation plans for ML pipelines, architecture designs, and multi-step projects grounded in official framework documentation.
Share bugs, ideas, or general feedback.
<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>
Phase number: $ARGUMENTS — optional, auto-detects next unplanned phase if omitted. Execute @${CLAUDE_PLUGIN_ROOT}/workflows/ai-integration-phase.md end-to-end. Preserve all workflow gates.