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data-quality-framework
Framework for ensuring data quality
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Databases AI Skills
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GitHub
openspec-sync-specs
Sync delta specs from a change to main specs. Use when the user wants to update main specs with changes from a delta spec, without archiving the change.
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GitHub
data-warehouse-designer
Design dimensional models and fact tables.
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GitHub
clean-models
Clean data modeling with Pydantic, strict typing, and database hygiene. Use when designing data structures or working with storage.
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GitHub
engenharia-de-dados-e-supabase-o-arquivista
Otimização e padronização da interação com o banco de dados Supabase e engenharia de dados.
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GitHub
airflow-3x-migration
Comprehensive guide and patterns for migrating Apache Airflow 2.x workflows to Airflow 3.x, covering import changes, deprecated features, and new paradigms like Asset scheduling and TaskFlow API.
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GitHub
kafka-troubleshooting
Troubleshoot Kafka, ZooKeeper, and Broker issues. Use when debugging service failures, connection issues, or unexpected errors in the Kafka cluster.
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GitHub
ddia-streaming-with-kinesis
Interactive learning guide for stream processing concepts from DDIA Chapter 11. Use when the user wants to learn about stream processing, messaging systems, event-driven architectures, Kafka, or needs help with...
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GitHub
cdc-pipeline
Implement change data capture and event-driven sync.
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GitHub
analyze-jsonl
Analyze JSONL data files from humanizer benchmark to identify errors, length issues, and text quality. Use when checking data quality, finding failed entries, or validating pipeline outputs. Supports pre-filter...
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GitHub
database-schema-coordinator
Use this agent to coordinate database schema changes between SQLModel, Alembic migrations, and frontend types. User: "Add a new column to the users table" Agent: Use database-schema-coordinator for coordinate...
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GitHub
prompt-engineering-patterns
Master advanced prompt engineering techniques to maximize LLM performance, reliability, and controllability in production. Use when optimizing prompts, improving LLM outputs, or designing production prompt temp...
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GitHub
c4-diagrams
C4 model architecture diagrams
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GitHub
spaced-repetition
Work with the spaced repetition learning algorithm and review system
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GitHub
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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GitHub
gto-solver-integration
Integrate PioSolver data with the poker training system
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GitHub
fibonacci-optimization
Optimización evolutiva y paramétrica basada en Fibonacci y el Número Áureo (phi).
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GitHub
genetic-algorithms
Genetic Algorithms for AI optimization - EvoPrompt, hyperparameter tuning, evolutionary strategies.
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GitHub
ml-model-deployment
Serve models with A/B testing, monitoring, retraining.
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GitHub
ai-engineer
AI Engineer building LLM features with focus on reliability, evals, cost control, latency, and user trust.
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GitHub
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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GitHub
uiux
UI/UX Designer role responsible for interface and experience design. Activate when creating wireframes, mockups, or component libraries.
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GitHub
mobile
Mobile Developer role responsible for its domain tasks. Activate when needed.
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GitHub
po
Product Owner role responsible for its domain tasks. Activate when needed.
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