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jq

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Expert jq usage for JSON querying, filtering, transformation, and pipeline integration. Practical patterns for real shell workflows.

When to use

• Use when parsing JSON output from APIs, CLI tools (AWS, GitHub, kubectl, docker), or log files
• Use when transforming JSON structure (rename keys, flatten arrays, group records)
• Use when the user needs `jq` inside a bash script or one-liner
• Use when explaining what a complex `jq` expression does

When not to use

• Use this skill only when the task clearly matches the scope described above.
• Do not treat the output as a substitute for environment-specific validation, testing, or expert review.
• Stop and ask for clarification if required inputs, permissions, safety boundaries, or success criteria are missing.

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