You learn how to spot CLIs that will frustrate agents (hidden prompts, ambiguous errors) and how to fix them before they waste a long autonomous run.
Tooling and platform teams ship command-line interfaces that are safe for scripts and coding agents—fewer “it works interactively but not in CI” surprises.
- Developer tools, CLIs, and internal scripts consumed by automation
- Repos adding agent-run make/npx/pnpm targets
- Reviewing third-party CLIs before wiring them into agent playbooks
Cursor plugin with a single skill that encodes patterns for CLIs meant to be driven by coding agents: non-interactive flags first, layered --help with examples, stdin and pipelines, fast actionable errors, idempotency, --dry-run, and predictable command structure.
cli-for-agents: design and review guidance for agent-friendly command-line tools
Use when you are building or refactoring a CLI, writing subcommand help, or reviewing whether an existing tool will block agents (interactive prompts, missing examples, ambiguous errors).