What problem does it solve?
Designing automation for a single task is time-consuming, brittle, and hard to scale into repeatable workflows. Tool-building provides a two-layer approach to deliver immediate results (Layer 1) and reusable skills (Layer 2) that can be wired into domain stacks.
Core Features & Use Cases
- Layered architecture: Layer 1 hands-on automation that delivers a concrete outcome, and Layer 2 meta-skill generation that outputs SKILL.md + references/ + scripts/ for reuse.
- Discovery-notes driven: Always generate discovery notes to document decisions, endpoints, selectors, and edge cases.
- Stop gates and quality checks: Built-in Phase gates to ensure verification, wiring, and reproducibility.
- Typical use cases: automate a one-off task, or produce a general tool-skill that can be applied to multiple targets.
Quick Start
Tell me your automation target and start Layer 1 or Layer 2 to begin.