GitHub
definition-of-done
เกณฑ์ที่ชัดเจนว่า "งานเสร็จ" หมายความว่าอย่างไร ครอบคลุมทุก task type พร้อม checklist และ verification
Skills IA Développement
Découvrez les skills Développement, comparez leurs dépôts et consultez leurs instructions.
Catégories: Développement
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GitHub
context-pack-format
รูปแบบการจัดเตรียม context ให้กระชับ มีโครงสร้าง และใช้ token อย่างมีประสิทธิภาพ
GitHub
retrieval-quality
Comprehensive guide to improving RAG retrieval quality including chunking strategies, embedding optimization, reranking, and hybrid search
GitHub
prompt-versioning
Comprehensive guide to versioning, testing, and managing prompts for AI agents including A/B testing, rollback strategies, and prompt registries
GitHub
microcopy
Comprehensive guide to writing effective microcopy including buttons, labels, tooltips, placeholders, and empty states
GitHub
release-workflow
Standardized release processes including versioning, changelog generation, and deployment automation.
GitHub
cloud-cost-models
Comprehensive guide to cloud pricing models, cost structures, and optimization strategies across major providers.
GitHub
multi-tenancy-saas-architecture
Patterns for building B2B SaaS multi-tenancy: tenant identification, data isolation (RLS/schema/db), quotas, billing/metering, onboarding, and tenant-safe operations
GitHub
concurrency-and-throughput
Comprehensive guide to concurrency models, throughput optimization, worker pools, task queues, and scaling strategies for high-performance applications
GitHub
event-schema-registry
Comprehensive guide to event schema registries, schema evolution, compatibility checking, and governance for event-driven architectures
GitHub
lineage-and-provenance
Track data lineage และ provenance เพื่อเข้าใจ data flow, dependencies และ impact analysis
GitHub
stakeholder-communication
Effective communication strategies for incidents across all stakeholder groups
GitHub
data-retention-and-archiving
Strategies for managing the lifecycle of data to balance storage costs, system performance, and legal compliance.
GitHub
error-messages
Comprehensive guide to writing clear, helpful, and user-friendly error messages that guide users to solutions
GitHub
secrets-management
Secure storage, rotation, and access control for secrets, credentials, and sensitive configuration.
GitHub
ai-auditability
Implementing comprehensive logging, tracking, and audit trails for AI systems to ensure compliance and enable debugging.
GitHub
summarization-rules-evidence-first
กฎการสรุปแบบ evidence-first - เริ่มจาก evidence/data ก่อน แล้วค่อยสรุป ลด token และเพิ่มความน่าเชื่อถือ
GitHub
deprecation-notices
Comprehensive guide to API deprecation processes, sunset timelines, communication strategies, and graceful migration paths
GitHub
data-lineage
Mapping the flow of data from source to destination for transparency, impact analysis, and troubleshooting.
GitHub
bruno-smoke-test-generator
Generator สำหรับสร้าง Bruno API test collections อัตโนมัติจาก OpenAPI specs หรือ endpoint definitions
GitHub
profiling-nodejs-python
Comprehensive guide to CPU and memory profiling in Node.js and Python for identifying bottlenecks and optimizing performance
GitHub
kafka-streaming
Comprehensive guide to Apache Kafka for real-time data streaming including topics, producers, consumers, stream processing, and production best practices
GitHub
ai-ethics-and-compliance
Navigating the regulatory landscape and ethical frameworks for responsible AI development and deployment.
GitHub
database-query-optimization
Comprehensive guide to optimizing database queries, understanding EXPLAIN plans, indexing strategies, and eliminating N+1 queries
Le classement utilise les étoiles du dépôt GitHub indexé. Plusieurs skills peuvent partager ce nombre : ce n’est ni un nombre d’installations ni une note de qualité.