cli-agent-implement

To implement a CLI for agent-safe orchestration, apply the CLI Agent Spec by auditing naming conventions, generating schema types, and enforcing requirements tier-by-tier across REQ-F, REQ-C, and REQ-O. This prevents agent hangs, mis-parsing, and unsafe retries.

The best way to guarantee correct JSON response envelopes and exit codes is to verify each acceptance criterion tier-by-tier, using requirement files as test fixtures to ensure wire-format JSON and exit code declarations match the specification exactly.

To generate and validate schema types from references, follow the schema type generation workflow to produce language-specific types from the schemas directory, then validate critical invariants to ensure strict structured outputs for agent communication.

You need to audit command verbs and flags for AI agent compatibility during Step 0, before implementing the REQ-F tier foundation. This reviews Unix mechanics against the spec’s guidance to produce an advisory report for safe CLI orchestration.

Implementing CLI agent spec requirements does not require specific framework dependencies. It guides implementing the specification within your existing CLI framework or tool by applying acceptance criteria as test fixtures for structured outputs.