ai-native-cli - Design safe, agent-friendly CLI tools
Applies a 98-rule specification and provenance-aware workflow for designing, modifying, or auditing CLI tools used by AI agents.
Tags
Updated: 2026-10-12Capabilities
Typical Inputs
Typical Outputs
What this skill does
- Apply the 98-rule specification
- Design structured JSON output
- Define CLI input contracts
- Specify error handling behavior
- Set safety guardrails
- Define exit codes
- Design agent self-description
- Preserve workflow provenance
- Validate implementation compliance
- Hand off to related skills
Inputs
- CLI design requirements
- Existing CLI implementation
- Upstream workflow files
- Provenance files
- Supporting references and examples
Outputs
- CLI design specification
- Compliance review findings
- Provenance-aware workflow notes
- Handoff recommendations
Requirements
- Access to copied upstream files
- Ability to read metadata.json
- Ability to read ORIGIN.md
- CLI implementation context