magic-needCapture tool and data needs from AI agents during task execution. When an agent identifies it needs a tool, API, or data source that doesn't exist, this skil...
Install via ClawdBot CLI:
clawdbot install guim4dev/magic-needGrade 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://openclaw.aiAI Analysis
The skill operates locally, storing data in ~/.magic-need/needs.json and does not appear to send any data externally. The only external reference is a documentation URL (openclaw.ai) which poses minimal risk. The primary concern is the use of shell execution via exec() which could be exploited if the skill's inputs are not properly sanitized, but this is inherent to the skill's design rather than hidden malicious behavior.
Audited Apr 17, 2026 · audit v1.0
Generated Mar 21, 2026
An AI agent managing CI/CD pipelines identifies gaps in deployment visibility. It uses magic-need to request an API for real-time deployment status and logs, enabling proactive monitoring and faster incident response.
An AI agent handling customer tickets lacks access to recent user authentication logs. It registers a need for an auth API to verify user sessions, improving support accuracy and reducing manual checks.
An AI agent analyzing business metrics needs CPU usage data from cloud services. It captures this need via magic-need, helping teams prioritize observability integrations for better resource optimization.
An AI agent tracking inventory levels requires a tool to query database schemas for stock updates. By registering this need, it guides development of automated inventory alerts and reporting features.
An AI agent monitoring patient data identifies a lack of API access to recent health metrics. It uses magic-need to request integration with medical devices, enhancing real-time health tracking and alerts.
Offer magic-need as a cloud-based service with tiered plans, including features like advanced analytics, team collaboration, and API integrations. Revenue comes from monthly subscriptions based on usage and support levels.
Sell customized on-premise or private cloud deployments to large organizations, with added security, compliance, and dedicated support. Revenue is generated through annual licensing fees and implementation services.
Provide a free basic version for individual developers or small teams, with paid upgrades for advanced features like automated reporting, integration roadmaps, and priority support. Revenue comes from premium subscriptions and add-ons.
💬 Integration Tip
Integrate magic-need into existing AI workflows by using shell exec commands during task execution, and set up cron jobs for automated reporting to keep teams informed of emerging needs.
Scored Jun 17, 2026
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