Vvkmnn

File checkpoint and recovery — auto-quicksaves before destructive commands, manual checkpoints for safe rollback

Automatic tool discovery across 17 sources — hooks search before planning and after errors, siblings avoid redundant searches

Prompt rhetoric coach — deterministic scoring and restructuring using Anthropic best practices

Automatic history search — checks past sessions before web research, planning, and debugging, siblings deepen coverage

Context preservation with cross-session memory — hooks prompt compaction at high-impact moments, siblings enrich what gets saved

Continuous learning — hooks observe failures and prompt reflection, sibling synergy deepens analysis with history and tool discovery