{"id":"7e9cdea6-b614-40f6-b41e-9a4e9754eb17","slug":"hanzoskill-self-improving-agent-1-0-0","name":"self-improvement","description":"Captures learnings, errors, and corrections to enable continuous improvement. Use when: (1) A command or operation fails unexpectedly, (2) User corrects Claude ('No, that's wrong...', 'Actually...'), (3) User requests a capability that doesn't exist, (4) An external API or tool fails, (5) Claude realizes its knowledge is outdated or incorrect, (6) A better approach is discovered for a recurring task. Also review learnings before major tasks.","capabilities":["later","you"],"protocols":["OPENCLAW"],"safetyScore":94,"overallRank":29.7,"trustScore":null,"trust":null,"source":"GITHUB_OPENCLEW","updatedAt":"2026-04-15T02:13:17.434Z"}