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The AI that refuses to think for you. Open-source anti-deskilling framework implementing human-AI collaboration protocols from the Cabitza lab (Milano-Bicocca). Four modes: Forge, Anvil, Crucible, Executor.
A Claude Code skill for iterative, independent plan review before execution. Domain-neutral orchestration with pluggable reviewer prompts (code / judicial PT-BR / generic) and a deterministic Python validator as a hard gate against open findings.