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Plannotator sends your comments back to the agent that asked for the review. Save the feedback you want to reuse in one folder, then point your agent at that folder. The agent can find repeated preferences and turn them into a skill for writing plans, writing code, or reviewing code.

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Collect the feedback you want to reuse

Use feedback from any Plannotator workflow:
  • plan reviews
  • document annotations
  • local code reviews
  • pull request and merge request reviews
Completed document and code-review feedback can return to the active agent. Save the results you want to reuse in a local folder. Plan reviews can also save final decisions under <data-directory>/plans/ when Save plans is enabled.
Feedback may contain private plans, code, comments, file paths, and repository details. Keep the folder local unless you have reviewed its contents.

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Ask your agent to create a skill

Point the agent at your feedback folder and state what you want to improve:
Use the same process to create separate skills for planning, coding, and code review. Separate skills keep each set of instructions focused on the task.

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Reuse the skill

Use the skill when you ask an agent to plan, write code, or review changes. If your agent supports hooks, commands, or scheduled jobs, you can also run the skill through those tools. Review the skill as your preferences change. Remove rules that no longer match your work, and add new rules only when the feedback supports them. Last verified against Plannotator OSS v0.25.0 on July 27, 2026. Maintained by the Plannotator project.
Last modified on July 27, 2026