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communication-templates
Pre-written message templates for incident communication across different channels and severity levels.
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Research AI Skills
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GitHub
schema-drift-detection
Detecting and managing schema changes that can break data pipelines and downstream consumers.
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GitHub
pricing-and-usage-meters
See the main Usage-Based Pricing skill for comprehensive coverage of metering and billing implementation.
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GitHub
llm-security-red-teaming
Comprehensive guide to securing LLM applications including prompt injection prevention, jailbreak detection, guardrails, and red teaming methodologies
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GitHub
user-interviews
Comprehensive guide to conducting effective user interviews for problem discovery, solution validation, and continuous learning
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GitHub
tool-permission-model
Comprehensive guide to implementing permission systems for AI agent tools including RBAC, approval workflows, and security policies
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GitHub
repository-automation-scripts
Automated scripts for common repository tasks including setup, cleanup, dependency updates, and maintenance.
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GitHub
llm-function-calling
Implementing function calling (tool use) with LLMs for structured outputs and external integrations.
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GitHub
backfill-and-reconciliation-playbook
Playbook สำหรับ backfill historical data และ reconcile inconsistencies ระหว่าง data sources
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GitHub
sla-slo-and-slis
Comprehensive guide to Service Level Agreements, Objectives, and Indicators for measuring and maintaining system reliability
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GitHub
cost-observability-and-monitoring
Techniques for gaining visibility into cloud spending, attributing costs to business units, and detecting financial anomalies.
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GitHub
model-serving-inference
Comprehensive guide to deploying and serving LLM models including optimization, batching, caching, and production infrastructure
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GitHub
access-audit-and-reviews
Comprehensive guide to access audits, periodic reviews, anomaly detection, and segregation of duties for compliance and security.
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GitHub
retention-and-archival
Policy และ automation สำหรับ data retention, archival และ deletion ตาม compliance requirements
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GitHub
prompting-patterns
Comprehensive guide to effective prompt engineering patterns including few-shot, chain-of-thought, ReAct, and advanced prompting techniques
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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.
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GitHub
retrieval-playbook-for-ai
กลยุทธ์การ retrieve context ให้ AI อย่างมีประสิทธิภาพ - เลือกอะไร ไม่เลือกอะไร และจัดลำดับอย่างไร
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GitHub
api-versioning-strategies
Comprehensive guide to API versioning approaches for maintaining backward compatibility.
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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)
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GitHub
severity-levels
Comprehensive guide to incident severity classification and response requirements
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GitHub
model-explainability-and-interpretability
Techniques and tools for understanding how machine learning models make decisions and explaining those decisions to stakeholders.
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GitHub
skill-architect
The master skill for analyzing, designing, and standardizing the creation of new AI skills (Skill 72).
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GitHub
api-style-guide
Organization-wide REST/GraphQL API conventions: URL and naming rules, versioning, pagination/filtering, status codes, authentication headers, and compatibility guidance
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GitHub
security-scan-policy
Policy สำหรับ automated security scanning ใน CI/CD pipeline รวม dependency audit, SAST, และ secret detection
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