Results for “learning-methods”
27 skills
jarbitechture Learn
Recursive self-improving holon λ(ο,Κ,Σ).τ' for knowledge compounding and schema evolution. USE WHEN learning, improving, optimizing, assessing, reflecting, debugging, synthesizing, or refining—whether human, AI, or organizational. Triggers on /learn, /compound, /improve, /refine, /optimize, /assess, /reflect, "lessons learned", "best practices", "continuous improvement". Preserves Κ-monotonicity, η≥4, homoiconicity.
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winbda Reading Plan
Design reading plans with retention strategies. TRIGGERS - Use when user needs help with reading-plan related tasks.
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jiachen-t-wang Hard Negative Mixing For Contrastive Learning Arxiv 2010 010
Hard Negative Mixing for Contrastive Learning
6
lionelsimai Badge System
Design badge and achievement systems for learning. TRIGGERS - Use when user needs help with badge-system related tasks.
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winbda Badge System
Design badge and achievement systems for learning. TRIGGERS - Use when user needs help with badge-system related tasks.
3
lionelsimai Mooc Design
Design MOOCs with scalable engagement. TRIGGERS - Use when user needs help with mooc-design related tasks.
22
lionelsimai Lesson Plan
Create lesson plans with objectives, activities, and assessments. TRIGGERS - Use when user needs help with lesson-plan related tasks.
22
curiositech Wang 2023 Voyager
Mental models and decision frameworks for building autonomous agents that continuously learn, explore, and accumulate skills in open-ended environments without human supervision
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solizardking Productivity Teach
Teach the user a new skill or concept in a multi-session teaching workspace with missions, lessons, and learning records.
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jiachen-t-wang Autoaugment Learning Augmentation Strategies From Data Arxiv
AutoAugment: Learning Augmentation Strategies from Data
6
dracounion Project Based Learning
当需要快速掌握一门新技能或知识领域，且希望通过实践而非单纯理论学习时
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winbda Lesson Plan
Create lesson plans with objectives, activities, and assessments. TRIGGERS - Use when user needs help with lesson-plan related tasks.
3
dracounion Learn By Teaching
当需要深化对某个主题的理解、检验知识掌握程度或克服“冒名顶替综合征”时
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shenxingy Learn
Record, search, and prune per-project learnings in .claude/learnings.jsonl — typed, confidence-scored, searchable across sessions
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jiachen-t-wang Multimodal Learning With Transformers A Survey Arxiv 2206 06
Multimodal Learning with Transformers: A Survey
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snoodleboot-io Ensemble Methods
Expected error decomposes into bias, variance, and irreducible noise.
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jiachen-t-wang Llava Critic Learning To Evaluate Multimodal Models Arxiv 24
LLaVA-Critic: Learning to Evaluate Multimodal Models
6
jantoniofc Learn
Help a user learn a topic through adaptive tutoring, lesson planning, practice, retrieval checks, explanations, study guides, or exercises. Use when the user asks to learn, understand, practice, drill, review, study, or be tutored on something.
6
lionelsimai Reading Plan
Design reading plans with retention strategies. TRIGGERS - Use when user needs help with reading-plan related tasks.
22
nagarenegishi Learning Mode Coding
Switches Claude Code into a teaching-first mode for unfamiliar technologies, explaining concepts and commands step by step without writing code until approved.
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26bb Learn
Help a user learn a topic through adaptive tutoring, lesson planning, practice, retrieval checks, explanations, study guides, or exercises. Use when the user asks to learn, understand, practice, drill, review, study, or be tutored on something.
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antigravity Learn
Adaptively tutor, plan lessons, and provide practice exercises for any topic through active learning techniques.
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dracounion Learn By Building
当需要高效掌握新技能并将知识转化为实际成果，避免“纸上谈兵”时
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curiositech Alphago Deep Rl
Strategic patterns for solving intractable problems through cascading approximation, self-improvement, and heterogeneous evaluation from DeepMind's AlphaGo system
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jiachen-t-wang Emu2 Generative Multimodal Models Are In Context Learners Ar
Emu2: Generative Multimodal Models are In-Context Learners
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jiachen-t-wang Scaling Data Constrained Language Models Arxiv 2305 16264v3
Scaling Data-Constrained Language Models
6
construct-ai-primary Lessons Learned Synthesis
Use when analyzing patterns across multiple incidents, bugs, failures, or successes to extract organizational learning. This skill provides procedures for synthesizing individual experiences into actionable lessons that improve team-wide practices.
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