GitHub
model-serving-inference
Comprehensive guide to deploying and serving LLM models including optimization, batching, caching, and production infrastructure
☆ 0View skill
Browse skills
Explore AI skills for development, content, data and productivity. Compare the description and repository popularity before opening a skill.
Categories
Browse skills
GitHub
access-audit-and-reviews
Comprehensive guide to access audits, periodic reviews, anomaly detection, and segregation of duties for compliance and security.
☆ 0View skill
GitHub
retention-and-archival
Policy และ automation สำหรับ data retention, archival และ deletion ตาม compliance requirements
☆ 0View skill
GitHub
prompting-patterns
Comprehensive guide to effective prompt engineering patterns including few-shot, chain-of-thought, ReAct, and advanced prompting techniques
☆ 0View skill
GitHub
pii-detection
Comprehensive guide to detecting Personally Identifiable Information (PII) across systems, databases, and logs using regex patterns, NER models, and automated scanning tools.
☆ 0View skill
GitHub
retrieval-playbook-for-ai
กลยุทธ์การ retrieve context ให้ AI อย่างมีประสิทธิภาพ - เลือกอะไร ไม่เลือกอะไร และจัดลำดับอย่างไร
☆ 0View skill
GitHub
api-versioning-strategies
Comprehensive guide to API versioning approaches for maintaining backward compatibility.
☆ 0View skill
GitHub
config-distribution
Patterns for distributing configuration and secrets to services safely and consistently across environments (env vars, config files, secret managers, K8s External Secrets, and change process)
☆ 0View skill
GitHub
severity-levels
Comprehensive guide to incident severity classification and response requirements
☆ 0View skill
GitHub
model-explainability-and-interpretability
Techniques and tools for understanding how machine learning models make decisions and explaining those decisions to stakeholders.
☆ 0View skill
GitHub
skill-architect
The master skill for analyzing, designing, and standardizing the creation of new AI skills (Skill 72).
☆ 0View skill
GitHub
api-style-guide
Organization-wide REST/GraphQL API conventions: URL and naming rules, versioning, pagination/filtering, status codes, authentication headers, and compatibility guidance
☆ 0View skill
GitHub
security-scan-policy
Policy สำหรับ automated security scanning ใน CI/CD pipeline รวม dependency audit, SAST, และ secret detection
☆ 0View skill
GitHub
triage-workflow
See the main Incident Triage skill for comprehensive triage workflows and procedures.
☆ 0View skill
GitHub
contract-testing
Comprehensive guide to consumer-driven contract testing with Pact, bi-directional contracts, and integration with CI/CD pipelines
☆ 0View skill
GitHub
offline-vs-online-evaluation
Comprehensive guide to offline and online evaluation strategies including A/B testing, shadow mode, canary deployments, and bridging offline-online metrics
☆ 0View skill
GitHub
local-development-standard
Standardized local development environment setup ensuring consistency across team members and reducing "works on my machine" issues.
☆ 0View skill
GitHub
agile-scrum
Comprehensive guide to Agile Scrum methodology including roles, ceremonies, artifacts, sprint planning, and best practices for iterative software development
☆ 0View skill
GitHub
confidence-scoring
See the main Model Explainability skill for comprehensive coverage of confidence scoring and calibration.
☆ 0View skill
GitHub
ai-data-privacy
Protecting personal and sensitive data throughout the machine learning lifecycle, from training to inference.
☆ 0View skill
GitHub
hot-reload-and-fast-feedback-loops
Implementing fast feedback loops with hot reload, live reload, and rapid iteration to maximize developer productivity.
☆ 0View skill
GitHub
usage-based-pricing
Architecture and implementation strategies for consumption-based billing models in SaaS products.
☆ 0View skill
GitHub
service-standards-blueprint
SSOT blueprint for creating consistent services: folder structure, required endpoints, dependency conventions, interface contracts, docs/testing/security/observability requirements
☆ 0View skill
GitHub
ai-agent-patterns
Design patterns for building autonomous AI agents that can reason, plan, and execute tasks.
☆ 0View skill
The default order uses GitHub repository stars from our indexed data. Stars belong to the source repository and may be shared by multiple skills. They indicate repository interest, not skill installs or an independent quality score.