ak insights

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

Command contract

Measure skill and agent effectiveness

Synopsis

Inspect local quality, cost and time with evidence, revisions and runtime coverage. Collection and aggregate sharing are separate opt-ins.

Examples

  ak insights skills
  ak insights agents --json
  ak insights consent --collection=true

Options

  -h, --help             help for insights
      --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 - AgentKit CLI
• ak insights agents - Inspect agents effectiveness
• ak insights collect - Collect native runtime observations
• ak insights compare - Compare paired benchmark variants
• ak insights consent - Inspect or change local measurement consent
• ak insights contribute - Preview and voluntarily share aggregate measurements
• ak insights evaluate - Record an outcome assessment with evidence
• ak insights evidence - Inspect an execution and its evaluation evidence
• ak insights improvements - Find evidence-backed improvement opportunities
• ak insights record - Import versioned execution observations
• ak insights skills - Inspect skills effectiveness