improve-loop
Continuously improve an app through rotating adversarial review lenses.
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- Updated Jun 4, 2026
Continuously improve an app through rotating adversarial review lenses.
Run repeated improvement rounds over a real application by rotating lenses such as UX, code quality, security, performance, accessibility, and observability. Each round records evidence, prioritizes the highest-leverage change, checks whether the product's identity survives, and verifies the result before logging it. This is an ongoing loop rather than a one-off audit.
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Review high-risk code through independent specialist agents and synthesis.
Audit a repository locally and turn cited findings into clear priorities.
Public GitHub facts last synced Jul 10, 2026.
Review code with adjustable roast levels and actionable fixes.
Score and audit Claude SKILL.md files