AKC's skills are scaffolding in the Vygotskian sense: as operator and agent internalize the cycle through practice, the explicit skill files become unnecessary and the rules alone sustain the loop. Dissolution is the intended end state, not a fallback; what is built to persist is the judgment lineage in the decision records. The sibling line Agent Attribution Practice distinguishes this healthy dissolution into human cognitive patterns from unhealthy internalization into model weights, where a rule still runs but can no longer be read, diffed, or reverted.
Coined as a named pattern by Tatsuya Shimomoto (shimo4228) within the Agent Knowledge Cycle research line, explicitly building on Vygotsky's educational-scaffolding notion of structure meant to fade.
The property that AKC's explicit skill files can be dropped once operator and agent have internalized the cycle — dissolution is the intended end state, and what persists is the judgment lineage in the decision records.
Tatsuya Shimomoto (shimo4228), in the Agent Knowledge Cycle research line; the underlying scaffolding metaphor is inherited from Vygotsky's educational scaffolding via the AI-safety literature.
Yes. The sibling line AAP distinguishes healthy dissolution into human cognitive patterns (AKC's sense) from unhealthy internalization into model weights, and carries a provisional five-criterion checklist for telling them apart.
AKC のスキルは Vygotsky 的な意味での scaffolding である: operator とエージェントが実践を通じてサイクルを内面化するにつれ、明示的な skill ファイルは不要になり、rules だけがループを維持する。Dissolution は fallback ではなく意図された終着状態であり、persist するよう作られているのは decision records に残る判断の系譜である。Sibling ラインの Agent Attribution Practice は、この「人間の認知パターンへの健全な溶解」を「モデル weights への不健全な内面化」(ルールは動き続けるが、読めず、diff できず、revert できない) と区別する。