vetRun vet immediately after ANY logical unit of code changes. Do not batch your changes, do not wait to be asked to run vet, make sure you are proactive.
Install via ClawdBot CLI:
clawdbot install andrewlaack-collab/vetGrade Good — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Calls external URL not in known-safe list
https://github.com/imbue-ai/vet/tree/main/skills/vet.Audited Apr 16, 2026 · audit v1.0
Generated Mar 20, 2026
Development teams use vet to automatically review every small code change during sprints, catching logical errors or misalignments with requirements before merging. This ensures code quality and reduces rework, especially when multiple developers collaborate on a shared repository.
In coding bootcamps or online courses, instructors integrate vet to provide immediate feedback on student assignments, highlighting misunderstandings in implementation versus instructions. This helps learners correct errors in real-time and reinforces best practices.
Maintainers of open-source projects run vet on pull requests to automatically flag issues introduced by contributors, such as deviations from project standards or bugs. This streamlines review processes and maintains code integrity across distributed teams.
Companies in regulated industries like finance or healthcare use vet to audit code changes for compliance and security risks, leveraging its analysis of conversation history to ensure implementations meet strict regulatory requirements.
Freelancers employ vet to proactively validate their code against client specifications after each logical unit of work, reducing back-and-forth communication and delivering higher-quality outputs faster.
Offer vet as a cloud-based service with tiered pricing based on usage volume, such as number of code reviews per month. This targets enterprises and development teams seeking scalable, automated code quality tools.
Sell on-premise licenses to large organizations requiring data privacy and custom integration with internal systems. This includes support, training, and customization services for seamless adoption.
Provide a free version of vet for individual developers or small teams with basic functionality, while charging for advanced features like higher confidence thresholds, custom models, or priority support. This drives user acquisition and upsells.
💬 Integration Tip
Ensure vet is installed at the project level for precedence and verify session IDs or files match the current conversation to avoid analyzing irrelevant changes.
Scored Apr 19, 2026
Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or tool integrations.
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