Prompt
Autonomy Boundary Prompt
Defines exactly what an agent may do alone, with approval, or never.
1 min readupdated 2026-08-01
/ quick answer
Run before promoting any workflow from human-triggered to autonomous. Defines exactly what an agent may do alone, with approval, or never.
Defines exactly what an agent may do alone, with approval, or never. Run before promoting any workflow from human-triggered to autonomous. Copy the prompt below, swap the bracketed variables for your own context, and run it in any capable model. This prompt node is part of the Onexial knowledge graph and links to related concepts, workflows and tools below.
Context
Run before promoting any workflow from human-triggered to autonomous.
Prompt
Act as a risk officer for AI automation. For the workflow below, produce a three-column policy table:
AUTONOMOUS | REQUIRES APPROVAL | NEVER
For each action include the reasoning and the blast radius if it goes wrong. Then define:
- escalation triggers (confidence, cost, ambiguity, repeated failure)
- the exact data an escalation must contain
- audit and logging requirements
- the kill-switch procedure
Workflow: {{WORKFLOW}}
Systems touched: {{SYSTEMS}}
Regulatory context: {{REGULATION}}Example Output
AUTONOMOUS: tag ticket, draft reply, look up order. REQUIRES APPROVAL: refund <$100, change subscription...
Related Workflow
Related Tool Stacks
/ frequently asked
What does the Autonomy Boundary Prompt prompt do?
Run before promoting any workflow from human-triggered to autonomous.
Which AI models work with this prompt?
It is model-agnostic: it works with any capable general model. Replace the bracketed variables with your own context before running it.
What output should I expect?
AUTONOMOUS: tag ticket, draft reply, look up order. REQUIRES APPROVAL: refund <$100, change subscription...
↳ connected nodes
Workflow↳ linked
Ship an Autonomous Workflow Safely
Move an automation from human-triggered to autonomous without losing control.
Tool Stack↳ linked
Autonomous Operations Stack
Run autonomous workflows with approvals, audit trail and a kill switch.
Dictionary↳ linked
Autonomous Workflow
An autonomous workflow runs end-to-end without a human triggering each step — an agent decides the path, while humans set goals and approve exceptions.
Dictionary↳ linked
Agent Cost Control
Agent cost control is the practice of budgeting tokens, steps and model tiers per task so autonomous systems stay economically viable at scale.
Prompt↳ linked
Agent Architecture Spec Prompt
Turns a fuzzy agent idea into a reviewable five-layer architecture spec.
Prompt↳ linked
Multi-Agent Role Definition Prompt
Generates crisp role prompts and handoff contracts for a team of agents.