autoresearch-loop
Applies Karpathy's autoresearch methodology for autonomous iteration and improvement of measurable artifacts like workflows and skills.
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The autoresearch-loop skill was audited on May 26, 2026 and we found 3 security issues across 1 threat category, including 3 critical. Review the findings below before installing.
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Security Issues
critical line 31
Eval function call - arbitrary code execution
SourceSKILL.md
| 31 | **The methodology is format-agnostic**: The loop works for any artifact type — code, prompts, documents, design systems, API configurations, process specs — as long as you can define an artifact, a me |
critical line 118
Eval function call - arbitrary code execution
SourceSKILL.md
| 118 | 6. **Regression suite**: When retiring old prompts, keep 1–2 of the most critical from each round in a small, persistent "regression suite" that runs alongside (not instead of) each new round's eval. |
critical line 279
Eval function call - arbitrary code execution
SourceSKILL.md
| 279 | **Eval file management**: Over many rounds you'll accumulate eval_round1.md through eval_roundN.md plus regression_suite.md and holdout_eval.md. Operationally you need: the current round's eval (activ |
Scanned on May 26, 2026
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Categorymarketing
UpdatedJune 13, 2026
openclawapigrowth-marketerproduct-managerbusiness-process-analystdata-analysttechnical-pmn8nmarketingproductoperationsdata analytics
GeorgeDoors888/GB-Power-Market-JJ