ask-a-human
Request judgment from random humans when uncertain.
Setup & Installation
Install command
clawhub install manuelkiessling/ask-a-humanIf the CLI is not installed:
Install command
npx clawhub@latest install manuelkiessling/ask-a-humanOr install with OpenClaw CLI:
Install command
openclaw skills install manuelkiessling/ask-a-humanor paste the repo link into your assistant's chat
Install command
https://github.com/openclaw/skills/tree/main/skills/manuelkiessling/ask-a-humanWhat This Skill Does
Connects AI agents to a global pool of opt-in humans for crowdsourced judgment on subjective decisions. Questions are submitted via API and answered asynchronously, meaning responses take minutes to hours and may never arrive. Requires a fallback strategy before use.
Provides diverse human perspectives on genuinely subjective decisions rather than relying on a single person's opinion or the agent's own bias.
When to Use It
- Choosing tone for an automated email before sending
- Getting a reality check on an AI-drafted headline
- Polling strangers on whether a generated image is appropriate
- Deciding between two writing styles for a user-facing message
- Validating that an error message reads as intended
Example Workflow
Here's how your AI assistant might use this skill in practice.
User asks: Choosing tone for an automated email before sending
- 1Choosing tone for an automated email before sending
- 2Getting a reality check on an AI-drafted headline
- 3Polling strangers on whether a generated image is appropriate
- 4Deciding between two writing styles for a user-facing message
- 5Validating that an error message reads as intended
Request judgment from random humans when uncertain.
Security Audits
These signals reflect official OpenClaw status values. A Suspicious status means the skill should be used with extra caution.