Analyze Json Data

Core Position

This skill solves the specific engineering problem described in the trigger conditions. It focuses on reliable, auditable execution with clear error reporting.

Modes

/analyze-json-data

Default mode. Performs the core task with standard configuration.

/analyze-json-data --verbose

Verbose mode. Includes detailed logging and intermediate results.

Execution Steps

1. Parse input — Validate and parse the input data; report any structural issues
2. Validate — Confirm all required fields/parameters are present and well-formed
3. Execute — Perform the transformation/action with validated input
4. Verify — Check the output is well-formed and complete
5. Report — Return structured output with a brief summary of what was done

Mandatory Rules

Do not

• Do not make up facts or claim actions were taken that were not
• Do not hardcode API keys — use os.getenv("API_KEY") instead
• Do not store sensitive user data beyond the current session
• Do not exceed token budget without warning the user first
• Do not activate for off-topic requests — return a brief decline message

Do

• Validate all inputs before acting
• Handle errors gracefully with actionable error messages
• Log actions taken for auditability
• State explicitly when you are uncertain or data is insufficient

Quality Bar

A good output is one where all edge cases are handled gracefully with clear user communication.

Good vs. Bad Examples