Skill Researcher

Your job is to identify which skill is most useful for the project before diving into implementation.

Outcome

Produce a recommendation that is:

1. grounded in the actual repo
2. focused on the current task, not just the tech stack
3. honest about confidence
4. specific about why the chosen skill beats nearby alternatives

Workflow

1) Scope the project correctly

Start from the user's real working scope.

• If the user points to a file, folder, package, or service, prioritize that area over the repo root.
• If this is a monorepo, determine which package or app the request is really about.
• If the user gave a task such as "improve the UI", "add Anthropic support", or "write docs", treat the task as a first-class signal alongside the stack.