Skills
autoresearch-universal
by balukosuri
Self-improving prompt optimization using the Karpathy autoresearch pattern.
Our verdict
We have not reviewed autoresearch-universal yet
No one at Enterprise DNA has checked this listing against its sources. The description comes from public listings gathered automatically. Any fact below shows where it came from and when it was last checked.
From the listing
About autoresearch-universal
Self-improving prompt optimization using the Karpathy autoresearch pattern. Scans any repo, suggests optimization targets, auto-defines binary eval metrics, and runs an autonomous generate-eval-score-mutate loop to improve prompts over time. Use when the user asks to optimize, improve, or run autoresearch on anything in their codebase.
Notes
autoresearch-universal — evals from balukosuri.
208 stars on GitHub. Last updated 2026-03-23.
Indexed from github-skill-md. Verified against the live GitHub repo.
Key facts
What we have checked
Not checked yet. Dated facts such as prices, releases and repository activity appear here once we have confirmed them from a source.
Health and security
Is autoresearch-universal looked after, and what do its setup files show
Security check static checks
90 out of 100
- Medium Tells the agent to skip permission or approval prompts: SKILL.md, line 441.
- Note 1 of 1 packages are not pinned to one version, so only the malicious packages list was checked for them, not version advisories.
Alternatives
Alternatives to autoresearch-universal
| Record | Type | How we know | Checked |
|---|---|---|---|
| autoresearch-skillAlternative to this | Skill | Matched from the listing text |
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Sources
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Changelog
What changed
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Open-source & AI alternatives
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Pairs with
Other entries in the index that connect to this one. Click through to see the chain.
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