expanso-edgeData processing pipelines for OpenClaw. Deploy skills from the Expanso marketplace to transform, analyze, and process data locally.
Install via ClawdBot CLI:
clawdbot install aronchick/expanso-edgeGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Potentially destructive shell commands in tool definitions
curl -fsSL https://get.expanso.io/edge/install.sh | bashCalls external URL not in known-safe list
https://skills.expanso.ioAI Analysis
The skill requires installing and running proprietary binaries via remote shell scripts, which is inherently risky as it grants the external provider full execution control. While the stated purpose is local data processing, the mandatory cloud bootstrap and token-based registration create a persistent, opaque channel for potential data exfiltration or command execution.
Audited Apr 17, 2026 · audit v1.0
Generated Mar 21, 2026
A hospital uses the pii-redact skill to automatically remove patient identifiers from medical records before analysis, ensuring HIPAA compliance. This allows researchers to safely process data locally without exposing sensitive information to external APIs.
A bank deploys the text-summarize skill to condense lengthy financial reports and transaction logs into concise summaries for compliance officers. This reduces manual review time and keeps confidential data on-premises for security.
An online retailer uses the json-pretty and array-filter skills to clean and structure customer feedback data from various sources. This enables local sentiment analysis and trend identification without sending data to third-party services.
A media company employs the audio-transcribe skill to convert podcast and video audio into text for subtitles and search indexing. Processing happens on local servers, protecting intellectual property and reducing cloud costs.
An IT firm uses the secrets-scan skill to automatically detect and redact API keys or passwords in system logs. This prevents accidental exposure during debugging and maintains security by keeping logs local.
Expanso Cloud charges organizations a monthly fee for managing and deploying pipelines to Edge nodes, with tiered pricing based on the number of nodes or data volume. This provides recurring revenue while offering centralized control and updates.
Expanso sells advanced or specialized skills in its marketplace for a one-time purchase or usage-based fee, targeting enterprises with specific data processing needs. This generates additional income from skill developers and users.
The company offers paid consulting, custom pipeline development, and priority support to large organizations requiring tailored solutions or integration with existing systems. This leverages expertise to address complex use cases.
💬 Integration Tip
Ensure the EXPANSO_EDGE_BOOTSTRAP_URL and EXPANSO_EDGE_BOOTSTRAP_TOKEN environment variables are correctly set before starting the Edge runtime to avoid connection issues with Expanso Cloud.
Scored Apr 19, 2026
Security-first skill vetting for AI agents. Use before installing any skill from ClawdHub, GitHub, or other sources. Checks for red flags, permission scope,...
Comprehensive security auditing for Clawdbot deployments. Scans for exposed credentials, open ports, weak configs, and vulnerabilities. Auto-fix mode included.
Audit codebases and infrastructure for security issues. Use when scanning dependencies for vulnerabilities, detecting hardcoded secrets, checking OWASP top 10 issues, verifying SSL/TLS, auditing file permissions, or reviewing code for injection and auth flaws.
Detect anomalies and outliers in construction data: unusual costs, schedule variances, productivity spikes. Statistical and ML-based detection methods.
Analyze and classify agent skills for safety using local evaluation. Optionally produce a signed attestation of the vetting result.
Solve CAPTCHAs with 2Captcha from the command line during browser automation.