claw-observabilityReal-time visual observability for Claude Code multi-agent workflows. Automatic reporting via hooks — zero agent involvement.
Install via ClawdBot CLI:
clawdbot install rdmss/claw-observabilityGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Sends data to undocumented external endpoint (potential exfiltration)
Report → https://github.com/rdmss/claw-observability/issuesPotentially destructive shell commands in tool definitions
rm -rf ~Calls external URL not in known-safe list
https://claw.ia.brAI Analysis
The skill's primary risk is sending observability data to an external endpoint (claw.ia.br) without explicit user notification, which could include workflow metadata. However, it requires explicit user environment variables (CLAW_API_KEY, CLAW_BASE_URL) to function, operates silently without agent involvement as stated, and shows no evidence of credential harvesting, hidden instructions, or obfuscation.
Generated Mar 22, 2026
A distributed team uses multi-agent workflows to automate code reviews and deployment tasks. The observability tool silently tracks each agent's execution status and errors, providing managers with real-time dashboards to monitor progress without interrupting developers.
An e-commerce company employs AI agents to handle ticket routing and response generation. The tool automatically reports agent activities, allowing supervisors to ensure service level agreements are met and identify bottlenecks in real-time.
A fintech firm uses agents to process market data and generate reports. The observability feature tracks each analytical step, enabling compliance officers to audit workflows and verify data integrity without manual intervention.
A hospital integrates AI agents to schedule appointments and update medical records. The tool monitors agent interactions, helping administrators optimize resource allocation and maintain patient privacy through silent operation.
Offer the observability tool as a cloud service with tiered pricing based on the number of agents or events tracked. This model provides recurring revenue and scales with customer usage, appealing to businesses of all sizes.
Sell perpetual licenses for on-premises deployment to large organizations with strict data security requirements. Include premium support and customization options, generating high upfront revenue and long-term service contracts.
Provide a free basic version with limited agents or events, encouraging adoption. Monetize through upgrades to advanced features like custom dashboards or historical data analysis, driving conversion from small teams to larger enterprises.
💬 Integration Tip
Ensure environment variables like CLAW_API_KEY are set and required binaries are installed; the tool operates automatically without agent involvement, so focus on configuring hooks for custom agent mappings.
Scored Jun 19, 2026
Audited Apr 16, 2026 · audit v1.0
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