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SelfTune watches how AI agents use skills, finds missed or weak activations, and helps your agent validate improvements against real evidence. You install it locally, keep control of the source skill, and let your agent do the operational work. Start with the agent skill or Desktop app. Use the CLI when you need automation or a headless environment.

Set up with your agent

Give your agent one prompt to inspect your environment, install SelfTune, and verify the first result.

Choose how to run it

Compare the agent skill, Desktop app, CLI, Cloud, and self-hosted service.

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What you get

SelfTune gives you a feedback loop for the skills your agent can use:
  1. Observe: collect structured events about skill discovery, activation, and outcomes.
  2. Understand: show which skills are healthy, unused, under-triggering, or missing enough evidence.
  3. Improve: propose a bounded change using the evidence available for that skill.
  4. Verify: compare the current and proposed behavior before you keep the change.
SelfTune can work entirely on your machine. Cloud and self-hosted services are optional paths for shared libraries, distribution, and team workflows.
SelfTune does not make every skill better automatically. It reports when evidence is insufficient and keeps publishing, remote upload, billing, and credential changes behind explicit user decisions.

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A useful first result

Your first result is not a rewritten skill. It is a verified local setup with a clear inventory:
  • SelfTune can find your installed skills.
  • Supported agent histories and hooks are connected.
  • Each skill reports observed evidence or an honest no-data state.
  • You know which skill, if any, deserves attention next.

Get your first result

Install SelfTune, validate the local runtime, and inspect your skill inventory.

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Common goals

Improve a skill

Turn observed failures into a reviewed and verified proposal.

Understand skill health

Read evidence without treating missing data as failure.

Create a skill

Structure, validate, and test a new skill before publishing it.

Protect your data

Understand what stays local and which actions require consent.