autoresearch-proImprove an existing agent skill, prompt, article, plugin, workflow, or system mechanism through small reversible edits and same-task before/after comparisons. Use for requested iterative optimization, case-based validation, failure-driven improvements, or explicit invocation of autoresearch-pro. Not for one-off polishing or translation, explaining autoresearch, open-ended research, or routine development and debugging without an experiment.
Install via ClawdBot CLI:
clawdbot install 0xcjl/autoresearch-proGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Calls external URL not in known-safe list
https://github.com/karpathy/autoresearchAudited Apr 16, 2026 · audit v1.0
Usage Guide
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Scored Apr 19, 2026
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