observerclaudeAn embedded UX research ethnographer that passively observes everything users do in OpenClaw, automatically logs all interactions, tracks use cases and their...
Install via ClawdBot CLI:
clawdbot install giulianomorse/observerclaudeGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Calls external URL not in known-safe list
http://json-schema.org/draft-07/schema#Audited Apr 17, 2026 · audit v1.0
Generated Mar 22, 2026
A team uses OpenClaw for rapid prototyping and debugging. The observer skill logs all interactions to identify common pain points, such as unclear prompts leading to errors, and tracks which features are most used. This data helps prioritize development efforts and improve user guides.
Researchers employ OpenClaw to analyze qualitative data and generate reports. The skill captures verbatim quotes and usage patterns, enabling the group to assess tool effectiveness and ensure ethical data handling with automatic PII redaction for sensitive studies.
Support agents use OpenClaw to draft responses and troubleshoot issues. The observer monitors interactions to detect friction points, like repetitive queries, and logs success cases to train new agents and optimize response templates for faster resolution.
Writers leverage OpenClaw for brainstorming and editing content. The skill tracks use cases, such as generating ad copy or social media posts, and captures delight signals to refine creative workflows and estimate costs for client billing.
Staff use OpenClaw to streamline documentation and compliance reports. The observer logs all interactions to identify fail states, like misformatted outputs, and ensures data persistence for audit trails while maintaining privacy through local storage and redaction.
Offer the observer skill as a premium add-on for OpenClaw, providing detailed analytics and automated reporting. Revenue comes from monthly fees, with tiers based on data storage limits and report customization options for enterprise clients.
Use the skill's data to offer tailored consulting, helping organizations optimize their OpenClaw usage. Revenue is generated through project-based fees for analyzing reports, identifying inefficiencies, and conducting training sessions on best practices.
Aggregate anonymized data from multiple users to sell insights on AI tool usage trends to third parties, such as software developers or market researchers. Revenue comes from licensing fees for access to summarized datasets and trend reports.
💬 Integration Tip
Ensure the skill runs continuously by setting up automated triggers for every interaction and persisting data immediately to disk to avoid gaps in observation.
Scored Apr 19, 2026
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