Use this when creating new projects, generating documentation, cleaning/organizing a repo, suggesting architecture, deploying containers and services, naming files/folders, or when the user...
Orchestrates comprehensive cognitive thinking patterns for complex problem-solving. Analyzes tasks to select optimal pattern(s) from foundational, reasoning, creative, metacognitive, specialized,...
This skill should be used when the user asks to "refine DSPy outputs", "enforce constraints", "use dspy.Refine", "select best output", "use dspy.BestOfN", mentions "output validation", "constraint...
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Identify differences between current state and desired future state. Analyze gaps in capabilities, processes, skills, and technology to plan improvements and investments.
Help users make better hiring decisions. Use when someone is evaluating job candidates, making hiring decisions, conducting reference checks, reviewing work samples or take-homes, calibrating...
Provides guidance for PyTorch-native agentic RL using torchforge, Meta's library separating infra from algorithms. Use when you want clean RL abstractions, easy algorithm experimentation, or...
Language-agnostic coding principles for maintainability, readability, and quality. Use when implementing features, refactoring code, or reviewing code quality.
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Apply systematic problem-solving techniques for marketing challenges including campaign complexity (simplification cascades), creative blocks (collision-zone thinking), recurring campaign patterns...
When the user wants to optimize, improve, or increase conversions on any marketing page β including homepage, landing pages, pricing pages, feature pages, or blog posts. Also use when the user...
When the user wants to optimize, improve, or increase conversions on any marketing page β including homepage, landing pages, pricing pages, feature pages, or blog posts. Also use when the user...
When the user wants to optimize, improve, or increase conversions on any marketing page β including homepage, landing pages, pricing pages, feature pages, or blog posts. Also use when the user...
When the user wants to optimize, improve, or increase conversions on any marketing page β including homepage, landing pages, pricing pages, feature pages, or blog posts. Also use when the user...
When the user wants to optimize, improve, or increase conversions on any marketing page β including homepage, landing pages, pricing pages, feature pages, or blog posts. Also use when the user...
When the user wants to optimize, improve, or increase conversions on any marketing page β including homepage, landing pages, pricing pages, feature pages, or blog posts. Also use when the user...
State persistence patterns for autonomous-dev including JSON persistence, atomic writes, file locking, crash recovery, and state versioning. Use when implementing stateful libraries or features...
State persistence patterns for autonomous-dev including JSON persistence, atomic writes, file locking, crash recovery, and state versioning. Use when implementing stateful libraries or features...
Compress large language models using knowledge distillation from teacher to student models. Use when deploying smaller models with retained performance, transferring GPT-4 capabilities to...
Compress large language models using knowledge distillation from teacher to student models. Use when deploying smaller models with retained performance, transferring GPT-4 capabilities to...