SkillOptimizer

Lighten your agent's skills.

Paste a skill. AIR checks it for security risks, builds a lighter version and runs both on the same tasks. You keep the new one only if it does the same job with fewer tokens.

Recently lightened

Real skills, measured. 9 of the 35 we measured came out lighter with the same results. Each version ran every task 3 times, graded without knowing which was which.

See every lighter skill

How it works

  1. 1.Paste your skill

    Paste the SKILL.md, drop its folder or a zip, or give a GitHub link.

  2. 2.AIR checks it

    A security review reads every file and shows what it can reach, with the line it comes from.

  3. 3.Both versions run

    AIR builds a lighter version and runs both on the same tasks, graded blind.

  4. 4.Keep the lighter one

    If it does the same job with fewer tokens, download it. If not, you keep the original.

What AIR checks

  • Security risks

    What the skill can reach, what it sends out and anything that needs a closer look, each with its file and line.

  • Same results, fewer tokens

    The lighter version counts only if it passes the same checks on every task and uses fewer tokens.

  • A closed workspace

    Tests run in an isolated workspace with no network and no access to your accounts.

  • Your original, untouched

    Nothing is changed in place. The lighter version is a separate download.

Every check ends with a plain answer

  • Lighter

    Same results with fewer tokens. Download the lighter version.

  • Already light

    Nothing we tried did the same job with fewer tokens, so you keep the original.

  • Can't be tested here

    It needs something a closed test can't give it, such as a network or a person.

Every answer comes with AIR's security review.

Bring one skill.

See what it can reach and how much lighter it can get. Free, and your original is never changed.

Optimize my skill