Self-improving local agent: autoresearch learn-loop, SkillSpector scanning, benchmark history + harder evals#10

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Commits on Jun 26, 2026

Add ablation bench: measure soul/memory/skills/brief cost vs quality

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Add autoresearch 'learn_skill' loop: detect a capability gap, research it, build a quarantined skill, apply it

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Wire NVIDIA SkillSpector as the primary skill security scanner

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Commits on Jun 27, 2026