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c4-diagrams
C4 model architecture diagrams
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spaced-repetition
Work with the spaced repetition learning algorithm and review system
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logprob-prefill-analysis
Reproduces the full prefill sensitivity analysis pipeline for reward hacking indicators. Use when evaluating how susceptible model checkpoints are to exploit-eliciting prefills, computing token-based trajectori...
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gto-solver-integration
Integrate PioSolver data with the poker training system
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fibonacci-optimization
Optimización evolutiva y paramétrica basada en Fibonacci y el Número Áureo (phi).
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genetic-algorithms
Genetic Algorithms for AI optimization - EvoPrompt, hyperparameter tuning, evolutionary strategies.
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ml-model-deployment
Serve models with A/B testing, monitoring, retraining.
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ai-engineer
AI Engineer building LLM features with focus on reliability, evals, cost control, latency, and user trust.
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ai-engineering-skill
Practical guide for building production ML systems based on Chip Huyen's AI Engineering book. Use when users ask about model evaluation, deployment strategies, monitoring, data pipelines, feature engineering, c...
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uiux
UI/UX Designer role responsible for interface and experience design. Activate when creating wireframes, mockups, or component libraries.
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mobile
Mobile Developer role responsible for its domain tasks. Activate when needed.
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po
Product Owner role responsible for its domain tasks. Activate when needed.
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stakeholder
stakeholder role role responsible for its domain tasks. Activate when needed.
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sa
System Analyst role responsible for architecture and API design. Activate when designing system structure or backend interfaces.
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interaction-design
Design intuitive, meaningful interactions grounded in user goals and cognitive principles. Use when designing component behaviors, user flows, feedback systems, error handling, loading states, transitions, acce...
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brainstorming
Use when creating or developing, before writing code or implementation plans - refines rough ideas into fully-formed designs through collaborative questioning, alternative exploration, and incremental validatio...
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feature
Diseña y documenta una nueva feature. Analiza la idea, hace preguntas, identifica edge cases y puntos de seguridad. Usa /feature para iniciar el proceso de diseno.
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team-onboarding
Onboarding new team members effectively
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acceptance-test
Use this skill to generate Acceptance Tests BEFORE implementation. Supports **BDD** (for deterministic apps) and **EvDD** (for AI/LLM apps). Produces Gherkin specs or Golden Datasets. Shift-Left testing practic...
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icp-development
Comprehensive methodology for building psychologically deep Ideal Customer Profiles. Includes frameworks for pain point excavation, desire mapping, awareness level assessment, and transformation narratives. US...
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frontend-design
Design thinking and decision-making for web UI. Use when designing components, layouts, color schemes, typography, or creating aesthetic interfaces. Teaches principles, not fixed values.
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persona-developer
Developer persona definition
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mobile-design
Mobile-First Responsive Design Guidelines
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knowledge-integration
Distill task-specific learnings into project-wide permanent records.
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