dsh-cognitio: An Error-Correction-Driven Cognitive Architecture Plugin

dsh-cognitio is a plugin-based memory and governance tool for DeepSeek Harness, designed to address the unreliability of AI memory. It implements hierarchical memory (facts, rules, etc.) and mechanical reminder mechanisms via SQLite, automatically injecting rules at critical moments. Key features include self-correcting evolution, user arbitration and approval workflows, local data storage, and mandatory reference library lookup. Users must install it via the CLI and configure environment variables; all accumulated content must be approved before taking effect, ensuring data privacy and auditability of decisions.