What problem does it solve?
It helps you go from “I should automate something” to a working Claude skill by diagnosing your situation, selecting an appropriate target, and guiding the end-to-end build handoff.
Core Features & Use Cases
- Silent context gathering: Triangulates across installed skills/plugins, connected tool integrations, recent sessions/transcripts, and (when available) calendar and inbox patterns to form a reliable working hypothesis before questioning the user.
- Avatar-level diagnosis: Places you into L0–L4 to calibrate what “complex” means and what kinds of skills are likely to land for your current experience.
- Gap-fill interview loop: Uses targeted Mom Test-style questions (with pre-baked options where possible) to confirm unknowns and avoid “missing the real workflow.”
- Candidate selection and handoff: Produces 3–5 candidate skill ideas, distinguishes tool skills vs process skills, and (after confirmation) grounds workflow steps before invoking a build handoff to skill-creator.
- L4 scheduled-task pivot: When you already cover the work with existing skills, shifts focus to cron-style scheduled tasks that remove the manual trigger loop.
Quick Start
Tell Claude: “Help me build a skill—what should I automate, and walk me through building it end-to-end.”
