full-stack-featureMeta-skill for orchestrating end-to-end feature development from persona research through deployed, tested code — coordinating skills, commands, and agents across every stage. Use when building a new feature end-to-end, coordinating frontend + backend work, or needing a structured approach from research to production.
Install via ClawdBot CLI:
clawdbot install wpank/full-stack-featureGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Calls external URL not in known-safe list
https://github.com/wpank/ai/tree/main/skills/meta/full-stack-featureAudited Apr 16, 2026 · audit v1.0
Generated Mar 1, 2026
A retail company wants to add a personalized recommendation engine to its online store. The feature requires user persona analysis to understand shopping behaviors, backend API development for recommendation algorithms, and frontend UI integration to display suggestions on product pages, ensuring a seamless shopping experience.
A healthcare provider aims to implement a telemedicine scheduling feature in its patient portal. This involves researching patient personas for accessibility needs, designing a user-friendly interface for appointment booking, and developing secure backend APIs to handle sensitive health data and integration with existing EHR systems.
A fintech startup is building a new budgeting tool within its mobile app. The process includes creating personas for diverse financial users, specifying feature requirements like real-time expense tracking, and coordinating frontend mobile development with backend services for data synchronization and security compliance.
An educational technology company needs to develop an interactive quiz feature for its online learning platform. This requires persona research on student and teacher needs, designing engaging UI components, and implementing backend logic for scoring and progress tracking, followed by thorough testing and documentation for educators.
This model involves offering the full-stack feature as part of a software-as-a-service platform, where customers pay a recurring fee for access. It generates revenue through tiered pricing based on usage or feature sets, ensuring steady income while supporting continuous updates and maintenance.
Targeting large organizations, this model sells licenses for the feature as part of a customized software package. Revenue comes from one-time fees or annual contracts, often including support and integration services, making it ideal for industries with strict compliance needs like healthcare or finance.
This model offers basic functionality of the feature for free to attract users, then monetizes through premium upgrades such as advanced analytics or priority support. It drives revenue by converting free users to paid plans, leveraging the end-to-end development to create compelling value-added services.
💬 Integration Tip
Start with a clear persona and spec to align frontend and backend work early, using the stage gates to catch issues before implementation.
Scored Apr 19, 2026
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