ethnoaiAn embedded UX research skill that deeply studies how users interact with OpenClaw through passive ethnographic observation, structured micro-surveys, and re...
Install via ClawdBot CLI:
clawdbot install giulianomorse/ethnoaiGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Generated Mar 21, 2026
A software team uses OpenClaw for code review and debugging assistance. The UXR Observer tracks their interactions to identify common pain points in the development workflow, such as repetitive debugging tasks or unclear error messages, and measures satisfaction through post-task surveys to suggest UI improvements.
Researchers employ OpenClaw to analyze datasets and draft papers. The skill observes their usage patterns to infer unmet needs like better data visualization tools, tracks token costs for budget management, and generates case studies of complex analyses for sharing with collaborators while redacting sensitive data.
A support team leverages OpenClaw to draft responses to customer inquiries. The UXR Observer monitors interaction efficiency, detects friction in response generation, and uses end-of-day surveys to gauge agent satisfaction, compiling insights to optimize support workflows and reduce response times.
Marketers use OpenClaw for generating ad copy and social media posts. The skill tracks their creative processes, identifies patterns in successful content, and measures satisfaction through micro-surveys to refine content generation features, ensuring data stays local for privacy compliance.
Offer OpenClaw as a subscription service where the UXR Observer provides advanced analytics on user interactions. Revenue is generated through tiered pricing, with higher tiers including detailed reports and case studies for enterprise clients seeking to optimize AI tool usage.
Use data from the UXR Observer to offer consulting services to businesses. Analyze user interaction logs and survey responses to provide tailored recommendations for improving workflows, with revenue from one-time projects or ongoing advisory contracts.
Provide OpenClaw for free with basic UXR Observer functionality, while charging for premium features like detailed report generation, data export capabilities, and advanced PII redaction tools. Revenue comes from upgrades and add-ons for power users and organizations.
💬 Integration Tip
Ensure the UXR Observer directory is set up on first run and regularly back up data locally; use the redaction logs to audit PII handling and maintain user trust.
Scored Apr 19, 2026
Real-time search engine supporting web search, vertical domain search, parallel batch search, and URL content extraction.
Manage Feishu (Lark) calendars by listing, searching, checking schedules, syncing events, and marking tasks with automated date extraction.
Process multiple items with progress tracking, checkpointing, and failure recovery.
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Use when building CLI tools, implementing argument parsing, or adding interactive prompts. Invoke for CLI design, argument parsing, interactive prompts, progress indicators, shell completions.