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autoresearch

github3.4k installs

Turn measurable goals into tested code improvements.

What it does

Improves project code through autonomous, measured experiments that retain beneficial changes and discard unsuccessful ones.

When to use it

Use for autonomous improvement, iterative optimization, performance tuning, and other programming work with a measurable outcome.

How to use it

Give it a measurable optimization task and project; after interactive setup, it autonomously experiments and leaves improved code in the project.

What you provide

  • optimization goal
  • metric command, parsing, and direction
  • editable and read-only scope
  • constraints
  • An existing project

Uses

Good to know

  • acts without asking

Latest review

What you need · 0

No setup requirements listed.


Access · 1

This skill

autoresearch/<tag> branch

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Hard-resets failed experiments