Claude Skills · Productivity

Capability Distill

majiayu000/spellbook

能力蒸馏工作流——从用户批准的强模型访谈或真实任务轨迹中提取非显然的判断规则,形成可审计的 judgment packet,再交给 skill-audit 和 skill-creator 决定是否落成可加载 skill。当用户说“蒸馏这个模型的判断力”“把这次任务的关键决策固化下来”“模型窗口要关了,保留它在某类场景的判断”时使用。普通流程文档、直接写 SKILL.md、泛化最佳实践或未授权的会话日志扫描不使用本 skill。

★ 253 Synced 3 hours ago View SKILL.md

At a glance

Productivity Manual install Python Actively maintained

This skill is for Productivity and helps you extract judgment rules from model interviews, capture decision logic from task traces, and audit judgment patterns for skill creation.

Install git clone --depth 1 https://github.com/majiayu000/spellbook cp -r spellbook/skills/capability-distill ~/.claude/skills/capability-distill
Can use Not declared by the author
Good for extract judgment rules from model interviewscapture decision logic from task tracesaudit judgment patterns for skill creationdistill model capabilities into decision packetsformalize tacit knowledge before context window closes

Setup, runtime and requirements describe majiayu000/spellbook, the repo this skill ships in.

workflow-automationdecision-extractionaudit-trailModel BehaviorSkill CreationKnowledge Retention

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