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krzysztofdudek / ResearcherSkill

Asks what to optimise and how to measure it, then runs experiments on its own branch.

Why this job: works in the areas we cover, but does not say which job it does

Researcher: turns your coding agent into an experiment loop; you agree on a metric, and the agent tries one change at a time on its own branch, keeps what moves the number and reverts what does not.

What it does

  • It does not invent a metric for you; if you can't measure the result, it builds a rubric with you, and a rubric is a judgment, not a measurement.
  • It does not keep a change that did not move the number.
  • It does not stop by itself unless you give it a target or a number of experiments.
  • It has no step that merges its research/ branch into yours; that stays your call.

Get started

No single install command. Read the steps in the README (opens in new tab)

Maintenance
Active
Last commit 5 days ago
Stars
269
+3 this week
Licence
MIT
Allows business use
Downloads for
None listed
No release files
Latest version
v1.8.0
Released 41 days ago
Built with
Python
90% of the code

Is it looked after?

Contributors
1
Last 90 days
Issues
None
No issues filed
Pull requests
1 merged
0 waiting
Releases
13
13 in the last year
  • No contributing guide
  • No security policy
  • No code of conduct

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More: languages, topics and project record

Languages

  • Python 90%
  • Shell 10%

Topics

  • ai-agents
  • ai-coding
  • architecture-as-code
  • autonomous
  • autoresearch
  • claude-code
  • codex
  • cursor
  • developer-tools
  • experimentation
  • gemini-cli
  • optimization

Project record

  • JobOther AI tools
  • StatusListed
  • Commits77
  • Forks27
  • Watching2
  • Stars in 28 days+5
  • CreatedMar 22, 2026
  • First seen by usNov 7, 2026
  • CheckedNov 7, 2026

Type to search.

Try