lythoskill-curator

# Skill Curator > 策展者/买家秀 = 查卡器 + 备注 + 组卡审美 > CLI is mechanical glue (scan, query, tag, audit). Agent does the thinking. ## Mental Model: Curator = 策展者 (Curator's Perspective) Curator is NOT a discovery engine. It's the **curator's personal knowledge base** — a card searcher + personal notes system for the skill ecosystem. **Two complementary modes**: | Mode | Metaphor | What it does | |------|----------|-------------| | 记者 (Journalist) | Investigation + narrative + expression | Fact-check claims, cross-reference sources, detect bias, assign confidence | | 架构师 (Architect) | Composition aesthetics | Understand synergies, deduce combos, judge structural fit, design archetypes | **组卡审美 (composition taste) has three inputs**: 1. **Arena 实战数值** — quantitative: scores, pass/fail, performance data 2. **审美评析** — qualitative: your own judgment of a skill's design, clarity, fit 3. **Combo 推演** — systemic: how skills compose, what synergies emerge, what archetype they form A curator doesn't just verify facts (记者). A curator understands **how skills combine to be beautiful** (架构师). This is what separates a card database from a deck builder. **Curator 依赖 deck + arena 的能力**：curator 不评估孤立技能——它评估"这张牌在这个卡组里完成这个任务"的表现。Arena 测试的是 deck 级别能力，curator 记录的是 deck-task 级别的 QA。一张牌在一副卡组里表现出色，在另一副里可能无用。架构师理解这种上下文依赖性。 ## Discovery SOP (Agent-Driven) The explore slot is dominated by **agent + search** (gh CLI first, WebSearch as fallback). Curator's job is NOT to be the discovery engine — it's the...