ak insights contribute

Use ak insights contribute for the operation described below. The command help records its arguments, effects, and options.

Command contract

Preview and voluntarily share aggregate measurements

Synopsis

Preview and voluntarily share aggregate measurements. Unknown measurements remain unavailable; invocation success is not quality.

Effects: No upload occurs without the explicit send subcommand.

Exit status: 0 success 1 invalid input or unavailable local data 2 invalid arguments

ak insights contribute [flags]

Examples

  ak insights contribute --json
  ak insights contribute --help

Options

  -h, --help             help for contribute
      --json             Emit machine-readable JSON (implies --no-interactive)
      --no-interactive   Disable interactive prompts (CI-safe)
  -q, --quiet            Suppress non-error output on stderr
  -V, --verbose          Extra diagnostic output on stderr (loses to --quiet)
  -y, --yes              Assume yes for all prompts

SEE ALSO

• ak insights - Measure skill and agent effectiveness
• ak insights contribute preview - Inspect the exact voluntary aggregate payload
• ak insights contribute send - Send a previously previewed aggregate