GitHub
failure-modes-analysis
Comprehensive guide to identifying, analyzing, and documenting failure modes in distributed systems
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GitHub
multi-tenancy-advanced-patterns
Advanced patterns for building scalable multi-tenant SaaS applications.
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GitHub
rollout-and-kill-switch
Comprehensive guide to safe agent deployment strategies including canary releases, feature flags, kill switches, and automated rollback mechanisms
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GitHub
users
Data contracts สำหรับกำหนด schema, quality expectations และ SLAs ระหว่าง data producers และ consumers
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GitHub
development-environment-setup
Standardized development environment configuration including tools, IDE settings, and automation for consistent developer experience.
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GitHub
event-style-guide
Event-driven design conventions: event envelope, naming, versioning, schema evolution rules, idempotency, ordering/partitioning, retry and dead-letter handling
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GitHub
anti-bloat-checklist
Checklist สำหรับตรวจสอบและกำจัด bloat ใน context, prompt, และ response เพื่อลด token cost และเพิ่ม signal-to-noise ratio
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GitHub
error-boundaries-in-react
Implementing error boundaries for graceful error handling and improved user experience in React applications.
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GitHub
config-environment-conventions
Conventions for service configuration and environment variables: naming, precedence, validation at startup, secrets handling, environment detection, and documentation patterns
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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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