Use Caliper to run real agent tasks with and without a skill, MCP server, or rule change so reliability and token cost are measurable.
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See how to installReview the instructions the agent will receive before you install.
Use Caliper to run real agent tasks with and without a skill, MCP server, or rule change so reliability and token cost are measurable.
Python 3.10+, Caliper CLI, target agent runtime such as Claude Code, Codex, Pi, or Hermes, skills or MCP servers under test
Install or set up from the source-backed instructions:
Install the CLI with pipx install caliper-eval for direct runs, or add the agent skill with npx skills@latest add edonadei/caliper; then create an .eval.yaml, run caliper run ... --k 3, run an ablated control with --ablate, and compare results with caliper compare.
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