Devops AI Skills

Temporal pattern detection and forecasting. Use when analyzing trends over time, detecting seasonality, identifying anomalies in time series, or building simple forecasting models for planning.

Master workflow design, n8n patterns, automation triggers, error handling, and monitoring for reliable business process automation

Find or curate supported lessons and agent rules. Use when: asked to remember, trace a corrected claim, audit instructions or write an agent rule.

Enterprise integration solutions using SAP Integration Suite on BTP. Covers Cloud Integration (iFlows), API Management, Event Mesh, Edge Integration Cell, Integration Advisor, Trading Partner…

Audit applications and infrastructure handling payment card data against PCI DSS v4.0. Heavy emphasis on scope determination (the single most-leveraged variable) plus the engineering-relevant…

Get one actionable improvement for your AI product based on the latest GenAI PM briefs. Fetch the last 5 days of curated AI PM insights from genaipm.com, analyze the current repo/project, find synergy…

Use when reverse-engineering or detecting malware — static triage + capa/YARA-X, emulation/DBI/.NET unpacking, dynamic/fileless/Volatility 3 memory analysis, C2 config extraction (Cobalt Strike/CAPE),…

Generate ready-to-use CI/CD pipeline configurations that install and run Newman for automated API testing. Use this skill whenever the user wants to run Newman in a CI pipeline, integrate Postman…

Provides patterns to deploy ECS tasks and services with GitHub Actions CI/CD. Use when building Docker images, pushing to ECR, updating ECS task definitions, deploying ECS services, integrating with…

Assess whether to escalate models. Use when evaluating reasoning depth.

Generate/create/scaffold Jenkinsfile — declarative, scripted, shared library, CI/CD pipelines.

Japan architectural code and regulatory reference. Covers the Building Standards Act (Kenchiku Kijun Ho, 1950, fundamentally revised 1998 toward performance-based regulation and 2007 strengthening…

Orchestrates end-to-end replication workflows spanning multiple concerns: new environment setup, production incident response, and performance optimization for AEM 6.5 LTS.

Turn the current conversation's workflow into a reusable agent skill. Use this whenever the user wants to make a workflow reusable, standardize a successful thread, package an agent capability, or…

Expert evaluator for Grafana Loki label strategy. Audits, designs, and improves label schemas using cardinality scoring, access-pattern alignment, static vs. dynamic label rules, and consistency…

Scrape web content as clean markdown/HTML/JSON via the Bright Data CLI (`bdata scrape`). Use when the user wants to fetch a page, extract content from a list of URLs, or crawl paginated listings.…

Azure cloud development guidelines for ARM templates, Azure Pipelines, Kubernetes, and cloud-native services.

Use when tasks require amazon seller alert monitor with credential-aware preflight, deterministic execution, validation gates, and handoff-ready artifacts.

Processes PowerPoint presentation files (.pptx). Creates slides, rewrites templates, converts HTML to presentations, validates thumbnails, swaps layouts, and performs deep OOXML editing. Use when…

Use when standing up the core AWS surface a small product needs: hardening a fresh account, a private S3 bucket, encrypted RDS Postgres, ECS Fargate vs EC2, CloudFront + OAC, or scoping an IAM policy…

Generic detection rule creation and management using Sigma, the universal SIEM rule format. Sigma provides vendor-agnostic detection logic for log analysis across multiple SIEM platforms. Use when:…

End-to-end git orchestrator: branch → commit → push → PR, with a full plan presented before any execution. Detects base branch and scope allowlist once and propagates to all phases. Use when ready to…

Test-driven development with red-green-refactor loop using vertical slices. Use for features (epic tasks) or bugs (specs/bugs/BUG-*.md).

Validate database integrity, test migrations forward and backward, verify schema constraints, manage seed data, detect migration drift, and identify query performance issues. Covers PostgreSQL, MySQL,…

Diagnoses and resolves MCP server registration failures, GPU detection, BigQuery authentication, index build failures, import errors, search quality issues, and performance problems.

Verify Single Step Instrumentation (SSI) is working end-to-end on Kubernetes — SSI automatically instruments applications for APM without code changes. Only use after enable-ssi has run.

Suggest and validate semantic dictionary (SD) mappings for audit log integrations using raw vendor log payloads or live ingested events. Use when: mapping a vendor audit log feed, authentication logs,…

Technology stack evaluation and comparison with TCO analysis, security assessment, and ecosystem health scoring. Use when comparing frameworks, evaluating technology stacks, calculating total cost of…

Use when you want guided bottom-up error analysis, structured failure taxonomy discovery, or comprehensive trace coding before documenting eval criteria. Class boots only suggest capture — they never…

Build GitLab CI/CD pipelines with multi-stage workflows, caching, and distributed runners for scalable automation. Use when implementing GitLab CI/CD, optimizing pipeline performance, or setting up…

| HTML 质量门禁 skill（路线 A + 路线 B 共享）。对 doc-typeset（路线 A）或 doc-edit（路线 B）输出的 HTML 进行 5 维度质量检测（design-token 合规性、结构完整性、排版合理性、文体契合度、装饰使用合理性），输出结构化检测报告，不通过则打回上游做一次定向修正（不循环）。 在 generate_word 路线 A 和路线 B 流水线中，每次…

【企业AI落地顾问】管的是"供给方"视角——我要不要/怎么去做FDE这门生意，不管是帮别人的客户做，还是自己想学、想入行、想接单（消费方"我自己公司要不要建本体/用这套方法论"走xy-ontology）。诊断一家客户企业该不该买你的AI服务、买标品还是买定制、怎么报价、怎么应对组织内部的推进阻力、交付边界在哪；也管"我自己想学怎么做FDE、想接单、想找人带教带练"。用户说「这个客户能不能给他做AI…

Use when building .NET 8 applications with minimal APIs, clean architecture, or cloud-native microservices. Invoke for Entity Framework Core, CQRS with MediatR, JWT authentication, AOT compilation.

Migrate Dialogflow CX (DFCX) agents to CXAS (Customer Experience Agent Studio) agents. Use this skill when the user mentions DFCX migration, migrating agents, converting DFCX to CXAS, porting agents,…

SEO drift monitoring: capture baselines of SEO-critical elements, detect changes, and track regressions over time. Git for SEO: baseline, diff, and track changes to your on-page SEO. Use when user…

Teleport is FULL-CONTEXT migration, not partial transformation. The defining characteristic is that EVERYTHING must move together and keep working: data, dependencies, auth, traffic routing,…

Create production-ready Kubernetes manifests for Deployments, Services, ConfigMaps, and Secrets following best practices and security standards. Use when generating Kubernetes YAML manifests, creating…

Local .NET Orleans documentation reference (latest). Use for virtual actor model, grains, silos, distributed systems, cluster management, persistence, streams, and timers in .NET.

Answer what the TAO Skill Bank plugin can do by generating the response from packaged application, data, model, AutoML, and platform manifests. Use when the user asks "what can TAO Skill Bank do",…

Guides digital forensic evidence collection following NIST SP 800-86 and RFC 3227 order of volatility. Auto-invoked when the user needs to collect forensic evidence, preserve chain of custody, capture…

Investigate and remediate data quality alerts using Monte Carlo MCP tools. Runs root cause analysis, assesses blast radius, discovers available tools (MCP/CLI/API), proposes and executes fixes, or…

RDS architecture best practices for production workloads. Covers Multi-AZ, read replicas, parameter groups, backup strategy, and security configuration.

Deploy to Cloudflare (Workers, R2, D1), Docker, GCP (Cloud Run, GKE), Kubernetes (kubectl, Helm). Use for serverless, containers, CI/CD, GitOps, security audit.

Create escalation briefs with impact, reproduction, context, owner, and follow-up tracking.

Use this skill for any task that creates, modifies, inspects, or destroys cloud infrastructure or SaaS configuration, from one-off CLI operations to full multi-resource projects, across providers in…

Implements email service using AWS SES for .NET APIs. Designed for applications with HTML template support, placeholder replacement, and Result pattern error handling.

Use when turning PDFs, scans, or Office documents into structured Markdown/JSON for RAG or translation pipelines with MinerU 4.0 — mineru parse / mineru-kit parse, quality tiers…

Parse NetFlow v9 and IPFIX records to detect volumetric anomalies, port scanning, data exfiltration, and C2 beaconing patterns. Uses the Python netflow library to decode flow records, builds traffic…

MUST use when user asks 'what's new?', 'any updates?', 'latest versions?', 'breaking changes?', 'should we upgrade?', 'what changed in X?', or when starting a new project. Detects dependencies…

Use when user says "同步/sync/同步到GitHub/关联Issue/unlink/Gate同步/sub-issue/全量同步/增量同步" or /pace-sync. Syncs Epic/BR/PF/CR to GitHub Issues. NOT for internal state (use /pace-dev).

Cost visibility and tag governance for platform changes. Estimates the monthly cost of a Terraform pull request with Infracost, sets up in-cluster cost allocation by namespace and label with OpenCost,…