upgrade

Skills do not upgrade through hash comparison against a generation manifest. Hash comparison answers a narrow question: "Has this file changed?" Meta-skill consultation answers the right question: "Is this skill's approach still the best approach given what we know?"

A skill could be unchanged but outdated because the knowledge base has grown. Or a skill could be heavily edited by the user but already incorporate the latest thinking through a different path. Reasoning about methodology is more valuable than diffing bytes.

Generated skills and meta-skills follow fundamentally different upgrade mechanisms:

プラグインのナレッジ ベースの更新を既存の生成されたシステムに適用します。方法論の改善のために Ars Contexta のリサーチグラフを参照し、リサーチの正当性を伴うスキルのアップグレードを提案します。決して自動実装しないでください。 「/upgrade」、「スキルのアップグレード」、「改善のチェック」、「方法の更新」でトリガーされます。 ソース: agenticnotetaking/arscontexta。