GitHub
retry-timeout-backoff-strategies
Comprehensive guide to implementing robust retry logic, timeout handling, and backoff algorithms for resilient distributed systems
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GitHub
deprecation-policy
Structured approach to deprecating features, APIs, and systems with clear timelines and migration paths.
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GitHub
dispatching-parallel-agents
Use when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies
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GitHub
versioning-strategy
API and system versioning strategies to enable evolution while maintaining backward compatibility.
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GitHub
schema-drift-detection
Detecting and managing schema changes that can break data pipelines and downstream consumers.
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GitHub
dashboard-analytics
Main dashboard, analytics aggregation, wallboard, and visualizations. Use when working with the dashboard, score rings, charts, or aggregated data views.
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GitHub
scientist
Standard data analysis - comprehensive statistical analysis (Sonnet-tier)
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GitHub
plot
Annoter visuellement des plots matplotlib et les modifier via référence par couleur
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GitHub
dimensions-scoring
Life dimensions system, scoring algorithms, and dimension management. Use when working with the 8 life dimensions, dimension scores, weights, or formulas.
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GitHub
scientist-low
Basic data analysis - fast exploratory analysis (Haiku-tier)
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GitHub
clickhouse-io
ClickHouse database patterns, query optimization, analytics, and data engineering best practices for high-performance analytical workloads.
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GitHub
data-preprocessing
Comprehensive guide for data preprocessing patterns in ML, covering data cleaning, feature engineering, normalization, and pipeline creation.
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GitHub
data-visualization
Creating effective data visualizations using charts, graphs, and visual representations to communicate insights clearly and accurately following Tufte and Few principles.
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GitHub
experiment-design
Comprehensive guide to A/B testing, multivariate testing, statistical significance, and experiment analysis for data-driven product decisions
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GitHub
game-analytics
Tracking player behavior and game performance through metrics, event tracking, funnel analysis, retention metrics, and integration with analytics platforms for data-driven game development.
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GitHub
ab-testing-analysis
Running controlled experiments comparing two variants to determine which performs better for specific metrics, with statistical significance testing and data-driven decision making.
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GitHub
oracle
System architect and design expert - provides strategic technical guidance
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GitHub
privacy-preserving-ai-engineer
Expert in educational data privacy, federated learning, differential privacy, and regulatory compliance (GDPR/FERPA).
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GitHub
strategist
Technical strategy and decision-making expert
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GitHub
prometheus
Strategic planner - decomposes complex goals into actionable steps
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GitHub
psychometric-data-scientist
Expert in mathematical learning models, including Deep Knowledge Tracing (DKT) and Bayesian Knowledge Tracing (BKT).
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GitHub
create-plan-anthropic
This skill should be used when the user wants to create a detailed implementation plan for a technical objective. It produces a decision-complete plan that can be executed mechanically without requiring additio...
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GitHub
pentest-checklist
This skill should be used when the user asks to "plan a penetration test", "create a security assessment checklist", "prepare for penetration testing", "define pentest scope", "follow security testing best prac...
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GitHub
multimodal-looker
Image and video analysis specialist
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