Define and enforce decision boundaries between human stakeholders and AI teams.
npx skills add https://github.com/yves-s/just-ship --skill autonomy-boundary
Please help me install this Agent Skill. Skill: autonomy-boundary Source: https://github.com/yves-s/just-ship/tree/main/skills/autonomy-boundary Command: npx skills add https://github.com/yves-s/just-ship --skill autonomy-boundary
The operating system for decision-making in this team. ALWAYS load this skill. It defines what the human decides and what the AI expert team decides autonomously. Use on EVERY task, EVERY conversation, EVERY feature. This skill prevents the anti-pattern of asking the user technical, design, or implementation questions that an expert should answer. It is the single most important skill in the stack — without it, every other skill's quality is bottlenecked by the user being asked questions they shouldn't answer. Triggers on: literally everything. This is not optional. Load it first, always.
Load the autonomy-boundary skill at the start of every task to establish decision rights and guardrails.
High-intent search queries and answers about installing and using this skill.
Decision-making boundaries are set by encoding role separation policies, defining escalation guardrails, and establishing explicit triggers to switch between human and AI decisions. This preserves human vision while enabling autonomous execution.
Your AI team asks unnecessary questions because decision boundaries are undefined. Establishing explicit roles for architecture, design, UX, data, and DevOps decisions prevents the anti-pattern of asking users technical questions experts should answer.
The best way to prevent scope creep is to apply autonomy boundaries that create a single source of truth for decisions. This enforces decision rights and guardrails, reducing unnecessary questions and accelerating outcomes.
Escalation triggers are configured by defining explicit guardrails for role separation. This establishes when an AI team operates autonomously versus when a human stakeholder must be consulted, preventing unnecessary questions during task execution.
Yes, autonomy boundaries are applicable to strategic planning and team leadership conversations. They define what the human decides and what the AI expert team decides autonomously, ensuring high-quality delivery across product development cycles.
DenissvgnClarify Product Owner responsibilities and validate product vision against business goals.
Ibrahim-3dResolve ambiguous product requirements and align team priorities across tracks.
wsmcfrDocument executable contracts, validation matrices, and design decisions in code specifications.
JaviMontanoGenerate governance charters, escalation matrices, and role definitions for projects.
