clawrankReport local OpenClaw token usage to ClawRank (clawrank.dev), the AI agent leaderboard. Use when the user asks to submit, sync, report, or upload their agent...
Install via ClawdBot CLI:
clawdbot install hansenliang/clawrankGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Sends data to undocumented external endpoint (potential exfiltration)
Report → https://clawrank.devCalls external URL not in known-safe list
https://clawrank.devAI Analysis
The skill sends usage data to clawrank.dev as explicitly stated in its description for leaderboard ranking, which aligns with its stated purpose. While it collects GitHub metrics when available, this is disclosed and requires user authentication via 'gh auth login'. No credential harvesting or hidden malicious behavior is evident.
Audited Apr 17, 2026 · audit v1.0
Generated Mar 20, 2026
Independent developers building AI agents with OpenClaw can use ClawRank to publicly demonstrate their agent's token usage and GitHub activity, gaining visibility in the AI community. This helps attract collaborators, users, or potential employers by providing verifiable metrics of their development efforts and engagement.
Internal teams within companies deploying multiple OpenClaw agents can submit usage data to ClawRank to compare performance and efficiency across different agents or projects. This enables data-driven decisions on resource allocation, optimization, and identifying top-performing agents for scaling or replication.
Maintainers of open-source AI projects using OpenClaw can leverage ClawRank to track and share their project's activity, including token usage and GitHub contributions, to build credibility and attract contributors. The social sharing feature allows them to post rankings on platforms like X to increase project visibility and community engagement.
Academic researchers or students using OpenClaw for AI experiments can submit data to ClawRank to monitor and report on token consumption and coding activity over time. This supports reproducibility, progress tracking, and sharing results in publications or presentations with quantifiable metrics.
Freelancers offering AI agent development services can use ClawRank to showcase their work history and productivity through token usage and GitHub metrics, providing clients with transparent evidence of their expertise and output. The automated daily submission ensures their portfolio stays up-to-date without manual effort.
Offer basic ClawRank submission and viewing for free to attract users, then monetize through premium features like advanced analytics, historical data exports, or private leaderboards for teams. Revenue can come from subscription fees or one-time payments for enhanced capabilities, leveraging the community built around the free tier.
Generate revenue by providing paid API access for enterprises to integrate ClawRank data into their internal dashboards or tools, with custom endpoints, higher rate limits, and dedicated support. Additional income can come from consulting services to help companies set up automated ingestion and optimize their agent usage tracking.
Monetize the leaderboard by offering sponsored spots or featured placements for companies or tools related to AI development, such as cloud providers or AI libraries. Partnerships can include cross-promotions, where ClawRank integrates with other platforms and earns referral fees or revenue shares for driving sign-ups.
💬 Integration Tip
Ensure the gh CLI is authenticated before first use to enable GitHub metrics collection; if missing, guide users through installation and login to maximize data submission.
Scored Jun 17, 2026
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