opik-reporterOpik observability reporter - fetches traces, analyzes usage, costs, and errors, then sends reports to Discord.
Install via ClawdBot CLI:
clawdbot install sunnyhot/opik-reporterGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Potentially destructive shell commands in tool definitions
exec (Calls external URL not in known-safe list
https://www.comet.com/opik/apiAI Analysis
The skill requires an Opik API key and sends data to an external service (https://www.comet.com/opik/api) for observability reporting, which is consistent with its stated purpose. However, it includes a potentially unsafe shell command ('exec') and external API calls not in a known-safe list, creating a moderate risk of unintended system access or data exposure if misconfigured.
Audited Apr 16, 2026 · audit v1.0
Generated Mar 22, 2026
AI development teams can use Opik Reporter to monitor LLM token usage and costs in real-time, ensuring budget adherence and identifying inefficiencies. It automatically sends hourly reports to Discord, enabling quick adjustments to prompts or models based on performance data.
Companies using AI for customer support can track tool calls and error rates to optimize response accuracy and reduce failures. The daily reports provide insights into common issues, helping teams refine automation workflows and improve service reliability.
Content agencies leveraging AI for writing or research can analyze token consumption and success rates to manage project costs and quality. Reports highlight frequent tool usage, allowing for better resource allocation and client billing transparency.
Educational platforms using AI tutors can monitor LLM interactions and errors to enhance learning experiences and reduce downtime. Hourly summaries help maintain high success rates and provide cost-effective scaling for student demand.
Financial firms employing AI for data analysis can use cost reports and error alerts to ensure accurate, timely insights while controlling expenses. The tool identifies bottlenecks in processing, supporting compliance and decision-making processes.
Offer Opik Reporter as a cloud-based service with tiered pricing based on report frequency and data volume. Revenue comes from monthly subscriptions, targeting small to medium businesses needing affordable observability without infrastructure setup.
Sell customized licenses to large organizations requiring advanced features like custom integrations or enhanced security. Revenue is generated through one-time fees or annual contracts, with added support and training services.
Provide a free basic version with limited reports, then monetize through premium add-ons such as detailed analytics, priority support, or additional Discord channels. Revenue streams from upgrades and one-time purchases for advanced features.
💬 Integration Tip
Set up the cron job with the provided command for automatic hourly reports, and ensure Discord channel permissions are configured to receive messages seamlessly.
Scored Jun 17, 2026
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