decode's Kitaru operator surface for headless replay and what-if — three-runs (observed / baseline-rerun / fork), CLI replay with --args/--overrides, checkpoint overrides, diffing execution records, cohort scaling, wait re-ask behavior, subagent-as-one-checkpoint. Use when replaying or forking a decode run, overriding checkpoints, or comparing executions with the kitaru CLI/SDK.
How to install kitaru-replay-ops?
decodingai-magazine/building-a-coding-agent-from-scratch-course/kitaru-replay-ops
$npx -y skills add decodingai-magazine/building-a-coding-agent-from-scratch-course --skill kitaru-replay-opsInstalls into the current project.
›Prefer a prompt? Paste this to your agent
Run `npx skills use "https://github.com/decodingai-magazine/building-a-coding-agent-from-scratch-course" --skill "decodingai-magazine/building-a-coding-agent-from-scratch-course/kitaru-replay-ops"` and follow the generated skill instructions now. Read its complete output, redirecting it to a temporary file first if necessary. Resolve relative paths from the supporting-files directory it provides.
Use the skills in "https://github.com/decodingai-magazine/building-a-coding-agent-from-scratch-course" that are relevant to the current task. Run `npx skills add "https://github.com/decodingai-magazine/building-a-coding-agent-from-scratch-course"` and select the relevant skills, then follow their instructions.
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