Analyze repository context to select optimal workflow loop topology.
npx skills add https://github.com/shawnroos/auto --skill auto-launch
Please help me install this Agent Skill. Skill: auto-launch Source: https://github.com/shawnroos/auto/tree/main/skills/auto-launch Command: npx skills add https://github.com/shawnroos/auto --skill auto-launch
This skill eliminates the guesswork in starting an AI-driven coding session by automatically assessing the repository state and recommending the most effective workflow loop, preventing inefficient or mismatched agent behavior.
Invoke the auto-launch skill to assess the current repository state and recommend a workflow loop for your task.
High-intent search queries and answers about installing and using this skill.
Automate workflow selection by analyzing repository context and session state to determine the optimal loop topology for AI coding sessions. It evaluates your environment to recommend built-in or custom workflows, eliminating guesswork when starting interactive agent operations.
Deterministic verification gates are typed quality control checkpoints proposed and validated before dispatching agent operations. They enforce code quality standards within the loop topology, ensuring agent operations meet defined criteria before proceeding through the automated workflow.
Set up intelligent loop design by invoking the skill to assess current repository state and recommend a workflow loop. It integrates with existing toolchains to provide a confirmable launch path for interactive agent operations without unnecessary configuration questions.
Auto-launch works with custom workflow loops and existing toolchains by providing a design-new escape hatch for complex tasks while integrating with your current setup. It supports built-in topologies like a1, a2, and a4, alongside fully custom loop configurations.
Prevent mismatched agent behavior by using context-aware workflow selection that analyzes repository state to recommend the most effective loop topology. This automated assessment ensures the chosen workflow matches your session requirements, avoiding inefficient agent operations.
ce-dot-netCapture insights from task executions into a persistent knowledge base.
tinner-deinnoConfigure GSD workflow toggles and model profile through an interactive setup.
wibus-weeGuide development of reproducible LLM coding agents using a deterministic REPL loop.
ShmurdocDetect deploy platforms and write deployment settings to CLAUDE.md.
