Repeatability
High
This is a standard library packaging task — Vite library mode, TypeScript declaration generation, and GitHub Actions publish workflows follow well-established patterns that AI has seen thousands of times. The structure is nearly identical across projects.
Ambiguity Tolerance
High
Success criteria are concrete and verifiable: the build produces ESM/CJS outputs, .d.ts files exist, bundle analysis confirms tree-shaking, Storybook serves, and a tag triggers a publish. A non-human can validate all of these programmatically.
Data & Tool Availability
Medium
The agent needs read/write access to the full repo, the existing component source, and npm publish credentials or a token secret. If those are provided, the task is executable; missing credentials or undocumented component quirks are the main blockers.
Error Cost
Medium
A misconfigured publish could push a broken package to npm, which is reversible via deprecation or unpublish within 72 hours but still disruptive. Config errors in CI are low-stakes and easily corrected before any publish fires.
Human Judgment Required
Low
Decisions here are largely technical and conventional — output formats, entry points, peer dependency declarations, and workflow triggers all have industry-standard answers. No taste, ethics, or relationship context is needed.