生活与效率 AI 技能

发现生活与效率相关 Skills，比较来源仓库和用途，查看适合你工作流的技能说明。

分类目录: 生活与效率

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GitHub

config-distribution

AmnadTaowsoam

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

AmnadTaowsoam

Comprehensive guide to incident severity classification and response requirements

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GitHub

model-explainability-and-interpretability

AmnadTaowsoam

Techniques and tools for understanding how machine learning models make decisions and explaining those decisions to stakeholders.

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GitHub

skill-architect

AmnadTaowsoam

The master skill for analyzing, designing, and standardizing the creation of new AI skills (Skill 72).

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GitHub

api-style-guide

AmnadTaowsoam

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

AmnadTaowsoam

Policy สำหรับ automated security scanning ใน CI/CD pipeline รวม dependency audit, SAST, และ secret detection

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GitHub

triage-workflow

AmnadTaowsoam

See the main Incident Triage skill for comprehensive triage workflows and procedures.

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GitHub

contract-testing

AmnadTaowsoam

Comprehensive guide to consumer-driven contract testing with Pact, bi-directional contracts, and integration with CI/CD pipelines

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GitHub

offline-vs-online-evaluation

AmnadTaowsoam

Comprehensive guide to offline and online evaluation strategies including A/B testing, shadow mode, canary deployments, and bridging offline-online metrics

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GitHub

local-development-standard

AmnadTaowsoam

Standardized local development environment setup ensuring consistency across team members and reducing "works on my machine" issues.

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GitHub

agile-scrum

AmnadTaowsoam

Comprehensive guide to Agile Scrum methodology including roles, ceremonies, artifacts, sprint planning, and best practices for iterative software development

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GitHub

confidence-scoring

AmnadTaowsoam

See the main Model Explainability skill for comprehensive coverage of confidence scoring and calibration.

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GitHub

ai-data-privacy

AmnadTaowsoam

Protecting personal and sensitive data throughout the machine learning lifecycle, from training to inference.

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GitHub

hot-reload-and-fast-feedback-loops

AmnadTaowsoam

Implementing fast feedback loops with hot reload, live reload, and rapid iteration to maximize developer productivity.

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GitHub

usage-based-pricing

AmnadTaowsoam

Architecture and implementation strategies for consumption-based billing models in SaaS products.

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GitHub

ai-agent-patterns

AmnadTaowsoam

Design patterns for building autonomous AI agents that can reason, plan, and execute tasks.

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GitHub

runbooks-ops

AmnadTaowsoam

Comprehensive guide to creating operational runbooks including incident response, deployment procedures, troubleshooting guides, and on-call playbooks

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GitHub

observability-packaging

AmnadTaowsoam

Standardize and package logs, metrics, and traces into services by default using a lightweight stack and shared instrumentation with dashboards and alerting

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GitHub

logging-redaction

AmnadTaowsoam

Comprehensive guide to preventing PII and secrets from appearing in logs through redaction strategies, safe logging practices, and automated filtering.

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GitHub