Skill-JIT

Researches any capability and crystallizes it into a reusable skill with the right structural pattern (tool wrapper, generator, reviewer, pipeline, or inversion). Trigger when the user asks to "create a skill", "make a skill for", "turn this into a skill", or "learn how to use X". Also trigger proactively when: (1) the task involves unfamiliar CLI tools, APIs, libraries, or workflows that need research; (2) the task would benefit from a structured, repeatable workflow — such as code review with checklists, consistent document generation, multi-step deployment with approval gates, or project scaffolding with configuration interviews; (3) a previously generated skill fails, produces poor results, or a referenced skill is missing. Do NOT trigger for tasks you can already handle reliably without a structured workflow.