Gate agent execution until a user selects from 2-4 choices.
npx skills add https://github.com/beyonai/ByClaw --skill ask-user-beyonai
Please help me install this Agent Skill. Skill: ask-user Source: https://github.com/beyonai/ByClaw/tree/main/middleware/openclaw/skills/gbrain/references/ask-user Command: npx skills add https://github.com/beyonai/ByClaw --skill ask-user-beyonai
This skill solves the issue of ambiguous agent execution by providing a standardized, platform-agnostic pattern to pause operations and request explicit human confirmation or selection.
Use the ask-user skill to present the user with a choice between merging the current document or creating a new one.
High-intent search queries and answers about installing and using this skill.
To add human-in-the-loop confirmation to an agent workflow, use a gating pattern that pauses agent execution and presents 2 to 4 explicit choices, resuming only after the user selects one. This prevents premature automated actions.
Decision gating in autonomous agent workflows is a safety mechanism that halts execution to request explicit human input for ambiguity resolution, destructive operation confirmation, or priority triage before proceeding.
To prevent destructive operations without blocking the entire workflow, implement a gating interaction that isolates high-stakes actions and requires explicit user approval before the agent executes that specific step.
Yes, you can resolve agent ambiguity by limiting user options to 2 to 4 clear choices, which prevents decision paralysis and provides a formal, platform-agnostic interaction pattern for the agent to proceed.
Use a human-in-the-loop gating interaction when your workflow requires ambiguity resolution, destructive operation confirmation, or priority triage to ensure formal, explicit approval before incorrect automated actions occur.
erenisiklarCategorize local git branches and worktrees into merged, squash-merged, superseded, or active.
TheMattBermanExecute approved Google Ads draft actions with safety checks and audit trails.
StepowskiEricGuide AI agents through gated triage protocols for urgent incidents.
SigmacodeatPresent structured user choice gates for routing, confirmation, or destructive actions.
