Provides curated, senior-engineer CLI guides designed for AI agents: concrete workflows, flag ordering gotchas, error fixes, anti-patterns, and composition patterns across cloud CLIs, IaC, containers, version control, package managers, databases, and platform tooling.
Load a specific CLI guide when the agent needs to perform complex non-interactive CLI operations, recover from real CLI errors, compose commands across tools (e.g., aws → jq → xargs), or follow safety checks and best practices for automation.
Best for agents that run shell/CLI workflows or provide automation recommendations (Copilot/GitHub CLI-aware agents, Codex/Code assistants, or any agent with shell execution capabilities).
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