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ai-native-cli-v2 - Design safe CLI tools for AI agents

Applies a 98-rule specification for designing CLI tools with structured JSON, error handling, input contracts, safety guardrails, exit codes, and agent self-description.

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Updated: 2026-10-12

Capabilities

Typical Inputs

Typical Outputs

What this skill does

  • Apply 98 CLI design rules
  • Define structured JSON output
  • Specify error handling
  • Define input contracts
  • Set safety guardrails
  • Assign exit codes
  • Add agent self-description
  • Preserve upstream provenance

Inputs

  • CLI design requirements
  • Existing CLI implementation
  • Upstream workflow files
  • Repository context
  • Provenance metadata

Outputs

  • CLI design guidance
  • Compliance review findings
  • Workflow execution notes
  • Provenance record
  • Skill handoff decision

Requirements

    Source

    • Spec: SKILL.md

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    AI-native CLI
    CLI design
    agent safety
    structured JSON
    error handling
    input contracts
    provenance
    Apply 98 CLI design rules
    Define structured JSON output
    Specify error handling
    Define input contracts
    CLI design requirements
    Existing CLI implementation
    Upstream workflow files
    CLI design guidance
    Compliance review findings
    Workflow execution notes