openclaw-reporterOpt-in reporter for the OpenClaw global claw heatmap. On first use, ASKS the user for consent before registering. Heartbeat (platform + model only) is sent o...
Install via ClawdBot CLI:
clawdbot install richardwei195/openclaw-reporterGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Sends data to undocumented external endpoint (potential exfiltration)
send → https://kymr.top/`Calls external URL not in known-safe list
https://kymr.top/`AI Analysis
The skill implements explicit opt-in consent, stores credentials locally, and discloses its data collection (claw name, OS, model, generic task category) and destination server. While it sends data to an external endpoint not on a known-safe list, the behavior appears consistent with its stated purpose of participation in a heatmap, and no hidden instructions or credential harvesting patterns were found.
Audited Apr 17, 2026 · audit v1.0
Generated Mar 21, 2026
Development teams use the OpenClaw Reporter to anonymously track which AI models and operating systems are being utilized across their organization, helping them allocate resources and plan upgrades without collecting sensitive project data. This provides insights into tool adoption rates and platform preferences among developers.
Researchers in universities employ the skill to gather aggregated, anonymized data on global AI agent activity, studying trends in model usage and task completion patterns across different regions. This supports studies on AI adoption and effectiveness without compromising user privacy or intellectual property.
Freelancers and independent contractors use the reporter to log generic task completions, allowing them to visualize their work patterns and share anonymized activity with clients for transparency. It helps in self-monitoring productivity while ensuring no confidential client details are exposed.
Open source project maintainers integrate the skill to understand contributor engagement by monitoring when tasks are completed, aiding in community management and recognition efforts. This provides a high-level view of activity without revealing specific code or project internals.
IT departments in corporations deploy the reporter to verify that AI tools are being used in compliance with policies, tracking model types and platforms across teams. This assists in auditing software usage and ensuring adherence to security standards without collecting sensitive operational data.
Offer basic heatmap and reporting features for free to attract users, then charge for advanced analytics, custom dashboards, and detailed insights into AI agent usage patterns. Revenue is generated through subscription tiers for enterprises and researchers seeking deeper data analysis.
Aggregate and anonymize the collected data to create datasets that are licensed to academic institutions, market research firms, and AI companies. Revenue comes from one-time purchases or annual licenses for access to trends in AI agent adoption and performance metrics.
Provide consulting services to help organizations integrate the OpenClaw Reporter into their workflows, offering customization, training, and support. Revenue is generated through project-based fees and ongoing maintenance contracts for tailored analytics solutions.
💬 Integration Tip
Ensure users understand the opt-in consent process and data privacy measures to build trust, and regularly update the skill to maintain compatibility with evolving AI platforms and tools.
Scored Apr 19, 2026
Use the ClawdHub CLI to search, install, update, and publish agent skills from clawdhub.com. Use when you need to fetch new skills on the fly, sync installed skills to latest or a specific version, or publish new/updated skill folders with the npm-installed clawdhub CLI.
Mission control dashboard for OpenClaw - real-time session monitoring, LLM usage tracking, cost intelligence, and system vitals. View all your AI agents in o...
Transcribe YouTube videos to text by extracting captions and subtitles directly from the video URL using yt-dlp without audio processing.
Manage a self-hosted Trello-like board via `wekancli`. Create, move and archive cards, lists and boards on a WeKan server. Use when user asks about task boar...
Proactive security monitoring, threat scanning, and auto-remediation for OpenClaw deployments
Create or improve SOUL.md files for OpenClaw agents through guided conversation. Use when designing agent personality, crafting a soul, or saying "help me create a soul". Supports self-improvement.