Present software increments for human taste validation before promotion sign-off.
npx skills add https://github.com/SeaBrad72/sparkwright --skill demonstrate
Please help me install this Agent Skill. Skill: demonstrate Source: https://github.com/SeaBrad72/sparkwright/tree/main/skills/demonstrate Command: npx skills add https://github.com/SeaBrad72/sparkwright --skill demonstrate
This skill bridges the gap between agent-verified correctness and human-validated quality by ensuring that features with a taste-surface are reviewed by a human before promotion.
Use the demonstrate skill to surface the current increment for human taste judgment by framing the specific decision call and recording the verdict in a UAT sign-off.
High-intent search queries and answers about installing and using this skill.
Human-in-the-loop validation requires surfacing observable artifacts for user judgment before final promotion. This ensures features with a taste-surface are reviewed by a human, bridging the gap between agent-verified code correctness and human-validated product quality.
A taste-surface in software development refers to UI, UX, or user flows where correct code does not necessarily mean a good product. It requires user judgment during the promotion lifecycle to provide a tangible artifact for human reaction and informed go/no-go decisions.
To integrate UAT sign-off into an automated promotion lifecycle, standardize the recording of human verdicts using the project's formal UAT sign-off documentation. This requires presenting visually-observable artifacts first to frame the specific decision call before recording the final verdict.
Automated testing does not guarantee product quality for user-facing features because correct code does not always translate to a good user experience. Taste-surface detection identifies these subjective UI and UX areas, requiring human-in-the-loop validation before final sign-off.
You should require visually-observable-first sequencing for feature sign-off whenever an increment contains subjective taste-surfaces like UI or UX flows. This sequencing ensures observable artifacts are presented for human reaction before formal UAT sign-off documentation is recorded.
Using demonstrate for backend infrastructure changes without a user interface is not its primary use case. It is designed to identify taste-surfaces in UI, UX, and user flows, ensuring human judgment is applied to visually-observable artifacts rather than headless backend logic.
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