Analyze workspace state and dispatch development workflows based on user intent.
npx skills add https://github.com/shawnroos/auto --skill auto-driver
Please help me install this Agent Skill. Skill: auto-driver Source: https://github.com/shawnroos/auto/tree/main/skills/auto-driver Command: npx skills add https://github.com/shawnroos/auto --skill auto-driver
This Skill solves the ambiguity of starting a complex development loop by automatically detecting the current state of your workspace, identifying relevant plans, and dispatching the correct workflow before the agent begins execution.
Run the auto-driver skill to analyze the current workspace and dispatch the appropriate development workflow based on your active goal.
High-intent search queries and answers about installing and using this skill.
Automated workflow orchestration analyzes your current workspace state and session intent to map your goal to specific project plans. It uses a relevance rubric to ensure the development agent focuses on executing the correct task.
Pre-flight orchestration is the pre-execution phase that manages the transition from raw project context to specific plan execution. It uses deterministic detection and goal-aware routing to safely dispatch workflows before the agent begins.
Context-aware dispatch automatically distinguishes between fresh, stale, and in-flight runs to prevent accidental state corruption. It analyzes the workspace state to ensure redundant work is avoided before dispatching the workflow.
State-machine orchestration supports repositories with multiple potential development plans by analyzing your current session goal. It automatically selects the most relevant plan to execute or prompts you if the routing path is ambiguous.
Automated workflow dispatching requires durable state management to safely transition from raw project context to plan execution. The orchestration phase satisfies this requirement through deterministic detection and goal-aware routing.
Automated pre-execution routing is not ideal when your workspace state is ambiguous and a clear session goal cannot be determined. In such cases, the system will prompt you for clarification rather than dispatching a workflow automatically.
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