| name | agent-native-suite |
| description | Design, audit, and review agent-native systems to ensure action parity and robust agent workflows. |
Agent Native Suite
Use this skill when a product needs agent-action parity validation or agent-first workflow design.
Coverage
- agent-native architecture design
- parity audits
- implementation reviews for agent-accessibility
Required Inputs
- target user journeys and critical tasks
- current tool/API surface available to agents
- trust boundaries, auth rules, and error-handling constraints
Workflow
- Identify user actions and equivalent agent actions.
- Verify tool/API coverage for all critical user actions.
- Validate permission model, idempotence, and rollback behavior for agent actions.
- Flag parity gaps and propose concrete remediation.
Rails Touchpoints
For Rails-first systems, explicitly map:
- resourceful routes and controller actions exposed to agents
- model/service/job boundaries for write operations
- authorization and strong-params boundaries on every mutating action
- Turbo/Hotwire flows where agent actions should mirror user-visible state transitions
Context Discipline
- Start with affected flows and touched endpoints; avoid broad architecture deep-dives unless gaps are found.