GitHub
model-risk-management
Identifying, assessing, and mitigating risks associated with the use of machine learning models in business processes.
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GitHub
rag-evaluation
Comprehensive guide to evaluating Retrieval-Augmented Generation systems including retrieval metrics, generation quality, faithfulness, and end-to-end evaluation frameworks
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GitHub
model-bias-and-fairness
Identifying, measuring, and mitigating algorithmic bias to ensure equitable outcomes in AI systems.
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GitHub
storage-and-egress-optimization
Strategies for reducing cloud storage costs and minimizing expensive data transfer (egress) fees.
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GitHub
escalation-paths
Clear escalation procedures and paths for incident response
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GitHub
sandboxing
Comprehensive guide to sandboxing AI agents including code execution isolation, resource limits, security boundaries, and safe tool execution
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GitHub
elt-modeling
Comprehensive guide to ELT (Extract, Load, Transform) modeling patterns, dimensional modeling, fact and dimension tables, and data warehouse design
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GitHub
event-contract-generator
Generator สำหรับสร้าง event schemas, types, validators และ documentation สำหรับ event-driven architecture
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GitHub
data-incident-response
Procedures and playbooks for responding to data quality incidents, data loss, corruption, and pipeline failures.
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GitHub
cross-team-interfaces
Comprehensive guide to defining and managing cross-team interfaces including APIs, events, data schemas, and process contracts for independent team operation
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GitHub
freshness-latency-slos
See the main Data Freshness and Latency skill for comprehensive coverage of freshness monitoring and SLO tracking.
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GitHub
sso-saml-oidc
Comprehensive guide to implementing Single Sign-On with SAML 2.0 and OpenID Connect for enterprise authentication
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GitHub
performance-regression-gates
Gates สำหรับตรวจจับ performance regression ผ่าน benchmarks, bundle size, และ load time monitoring
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GitHub
stitch-to-page-conversion
Convert Google Stitch exports (HTML/Images) into project-specific React pages and design similar layouts.
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GitHub
enhance-bmad-skills
Interactive skill for adapting BMAD path references and enhancing skill content. Reviews skills for {project-root} references and prompts for handling choices.
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GitHub
bootstrap-bmad-skills
Bootstrap and install BMAD-METHOD skills for Claude Code, Cursor, Antigravity, and other tools.
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GitHub
ftl
Task execution with learning
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GitHub
generate-api-route
Generate Next.js API route handler with repository integration, error handling, and TypeScript types. Use when creating new API endpoints for meals, supplements, profile, analytics, or other resources.
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GitHub
generate-form
Generate form component with validation, state management, and submit handling. Use when creating new data entry forms.
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GitHub
generate-card
Generate dashboard card component with shadcn Card structure, TypeScript props, and optional sub-components. Use when creating new dashboard widgets or stat cards.
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GitHub
generate-test
Generate Jest test suite with mocks and common test cases. Use when creating tests for components, repositories, or API routes.
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GitHub
generate-repository
Generate repository class for SQLite data access with CRUD methods, row mapping, and TypeScript types. Use when creating new database tables or data access layers.
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GitHub
generate-store-action
Generate Zustand async action with loading/error states and toast notifications. Use when adding new API calls to the health store.
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GitHub
add-feature
Scaffold complete feature with types, repository, API routes, components, store actions, and tests. Use when adding major new functionality like water tracking, sleep tracking, etc.
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