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Audita, clasifica y elimina selectivamente memorias almacenadas. Cubre la enumeración y clasificación de memorias por tipo/antigüedad/frecuencia de acceso, detección de obsolescencia para referencias desactualizadas, verificaciones de fidelidad mediante anclas externas, un árbol de decisión para ...
Construcción y optimización cuantitativa de portafolios: Markowitz (scipy.optimize + Monte Carlo), Black-Litterman (prior CAPM, views absolutas/relativas, posterior bayesiano), HRP/HERC/NCO (clustering jerárquico, risk parity, NCO con restricciones). Todo flat numpy + scipy, sin Riskfolio-Lib ni PyPortfolioOpt.
Use when analyzing stocks through @aleabitoreddit/Serenity-style supply-chain chokepoint thinking: AI/semi photonics, scarce physical bottlenecks, small-cap monopoly or duopoly nodes, catalyst timing, valuation mismatch, and risk controls. This skill supports investment research and stock analysis; it does not provide personalized financial advice.
Guide for creating logos, brand identities, and visual assets using AI tools — covers tool selection, prompt engineering, vectorization pipelines, mockups, automation, and IP safety.
Loop de diagnóstico para bugs difíceis e regressões de performance. Use quando o usuário disser "diagnose"/"debug this", ou relatar algo quebrado/lançando/falhando/lento.
Serenity (@aleabitoreddit) 的思维框架与表达方式。基于 6 维度深度调研（1700+ 推文、Substack 长访谈、第三方分析、批评者观点）， 提炼 5 个核心心智模型、8 条决策启发式和完整的表达 DNA。 用途：作为 AI/半导体供应链投资的思维顾问，用 Serenity 的视角分析投资标的、审视决策、提供反馈。 当用户提到「用 Serenity 的视角」「aleabitoreddit 会怎么看」「Serenity 模式」「Serenity perspective
A股/港股/美股通用"卡脖子"选股技能。应用 Serenity（@aleabitoreddit）的供应链瓶颈理论， 对任意板块/产业链进行结构化分析，寻找"一旦断货整个产业就停工"的瓶颈环节， 并筛选该环节中具备技术壁垒和资本信号的小盘股。 触发词：分析XX板块、找XX卡脖子、serenity分析、A股/美股/港股瓶颈产业链 EN triggers: analyze [sector] choke points / find bottlenecks in [industry] JP triggers: [セクター] のボ
Serenity Aleabitoreddit is an agent skill published in the yan-labs/serenity-aleabitoreddit repository. The original project provides its instructions and files.
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