
I find what others miss in AI — then build it or fix it.
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Inspect provides reactive depth checks based on specific discovery signals.
Automate post-work analysis and tracking with sonmat-scribe, a background meta agent.
Scribe is a post-work persistence layer that captures and organizes session findings for future reference.
Devil's advocate for reasoning that challenges interpretations and plans by uncovering hidden assumptions.
Main-side verification checks for pre-commit testing and sensitive file blocking.
External witness agent that verifies intent-artifact matches without reasoning.
Versatile worker agent that adapts to various tasks based on dispatch prompts.
sonmat (손맛) enhances AI-human collaboration by instilling verification habits in both parties.
Conduct a thorough completeness and residue check before delivery to ensure nothing is missing or outdated.
Autoloop is a versatile autonomous loop protocol for task execution and evaluation.