Devops AI Skills

Generate sample security events, attack scenarios, and synthetic alerts for Elastic Security. Use when demoing, populating dashboards, testing detection rules, or setting up a POC.

Compress natural language memory files (CLAUDE.md, todos, preferences) into caveman format to save input tokens. Preserves all technical substance, code, URLs, and structure. Compressed version…

Audits documentation and comments for trust, coverage, consistency and freshness; read-only.

Evaluate LLM systems using automated metrics, LLM-as-judge, and benchmarks. Use when testing prompt quality, validating RAG pipelines, measuring safety (hallucinations, bias), or comparing models for…

Guidance for managing R package lifecycle according to tidyverse principles using the lifecycle package. Use when: (1) Setting up lifecycle infrastructure in a package, (2) Deprecating functions or…

Practical guide for creating human-readable and agent-parseable diagrams using Mermaid. Includes conservative, renderer-compatible templates and when-to-use guidance.

Run RFD4-Proteina NIM for joint protein structure and sequence design, conditioned generation, and reward-guided search using the NVIDIA hosted API or a self-hosted NIM. Not for the older RFdiffusion…

Tear down a competitor's repo or product into a feature inventory and adoption choices. Use when: comparing us to another tool or asking what to steal.

SAP Datasphere development skill with 3 specialized agents, 5 slash commands, and validation hooks. Use when building data warehouses on SAP BTP, creating analytic models, configuring data flows and…

Use this skill when the user says 'CI/CD', 'GitHub Actions', 'pipeline', 'continuous integration', 'continuous deployment', 'ci-cd-pipeline', 'automate deploys', or needs to set up automated build,…

Execute multi-level exploratory testing of the app covering basic functionality, complex operations, adversarial testing, and cross-cutting scenarios, plus usability observations through a UX lens…

Databricks Model Serving endpoint lifecycle and ops. Use when asked to: CRUD serving endpoints (CLI or MLflow Deployments client); configure traffic routing for A/B / canary deploys and zero-downtime…

Creates professional logical flow diagrams and logical system architecture diagrams using draw.io XML format (.drawio files). Use when creating: (1) logical flow diagrams showing data/process flow…

Implement comprehensive alert management with PagerDuty, escalation policies, and incident coordination. Use when setting up alerting systems, managing on-call schedules, or coordinating incident…

SSRF hunting - OOB-mandatory methodology. Cloud metadata, blind SSRF via Collaborator/interactsh, redirect-based bypass, headless browser chains. Wiki-first, FIND schema output.

Zapier SDK for TypeScript. Programmatic access to 9,000+ apps on a user's behalf via Zapier's OAuth and audit layer. Use when writing code that needs to run actions in third-party apps (send an email,…

Google Workspace via ClawEmail.com service — Gmail, Drive, Docs, Sheets, Slides, Calendar, Forms. Use PROACTIVELY when the user asks to send email, create documents, manage files, schedule events, or…

Data engineering knowledge reference covering Airflow, Dagster, Kafka Streams, Flink, dbt, and data quality patterns. Use when building data pipelines, ETL workflows, stream processing, or data…

Test LLM, RAG, MCP, and agentic systems end to end. Build golden datasets, run deterministic checks and LLM judges, score retrieval, probe prompt injection, verify tool use, and gate CI on thresholds.…

Use when operating, debugging, deploying, or monitoring a Telegram bot or Telegram-to-agent gateway. Triggers on "telegram bot down", "bot not responding", "debug bot", "check webhook", "polling vs…

Governs supplied benign security-test tool artifacts through purpose, authority, provenance, artifact integrity, safety-test evidence, version-bound review, custody, change control, and defensive…

React composition patterns that scale. Avoid boolean prop proliferation by using compound components, lifting state, and composing internals. Use when refactoring components with boolean prop…

Validate token files structurally against DTCG 2025.10 (including resolvers), Style Dictionary 3 to 5 or Tokens Studio: parse errors, $type/$value, name rules, broken or circular aliases. Trigger:…

Extract a Google DESIGN.md file from an HTML prototype (claude.ai/design or any styled page) using Puppeteer, producing machine-readable tokens and AI-generated prose. Use when the user has an HTML…

Expert knowledge for Azure Event Hubs development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations &…

Resolve security signals, IoC matches, or Smartscape nodes to runtime Dynatrace entities and connect findings on different entity levels through a shared runtime entity. Covers identity-to-Smartscape…

Audit GitHub Actions action usage across an org. Searches for a specific action (incident mode) or sweeps all workflow files for non-compliant action references (audit mode). Produces a read-only…

Perform a security review of a diff, branch, or pull request — assessing what the change introduces, weakens, or exposes, with a triage-first workflow and false-positive discipline. Use when asked to…

| 当用户任务需要外部 App、服务、API、MCP、授权或第三方数据，而当前没有已连接工具覆盖时，搜索并用内联卡片推荐真实 Connector。

Use when designing GraphQL schemas, implementing Apollo Federation, or building real-time subscriptions. Invoke for schema design, resolvers with DataLoader, query optimization, federation directives.

Builds and manages open source Python library communities including CONTRIBUTING.md, CODE_OF_CONDUCT.md, issue/PR templates, contributor recognition, and GitHub automation. Use when setting up…

Create and manage production Grafana dashboards for real-time visualization of system and application metrics. Use when building monitoring dashboards, visualizing metrics, or creating operational…

Run a structured Amazon ECS operational-excellence assessment against a live estate (Fargate/EC2/Managed Instances/ECS Anywhere) and score it GREEN/AMBER/RED. Skip for EKS/Kubernetes (use…

Structured incident response. Use when user reports an outage, production error, or says 'incident', 'something is down', 'users are affected'. Triage severity, contain blast radius, root-cause,…

B2B SaaS 全生命周期增长，含首单阻塞诊断与定价承诺验收。从 PMF 验证到 $10M ARR 的完整路径。覆盖 PLG / SLG 选型、 客户访谈、联盟营销、渠道合作、Enterprise sales。整合 HeyGen、Deel、Vercel、Supabase、AWS 案例。 从 gingiris-b2b-growth 提炼。

When the user wants to reach developers on LinkedIn, create technical content for B2B audiences, or understand when LinkedIn beats Twitter. Trigger phrases include "LinkedIn," "LinkedIn for…

Sub-skill de agent-ready-cloudflare: Implement x402 Payment Protocol

Audit a game feature, roadmap candidate, UX improvement, support system, connective-tissue feature, or quality-of-life change for KPI coverage bias and measurement blind spots. Use when a team is…

Use when you need to canary-deploy two HTTP backends on the same Dokploy-managed domain with a percentage split (e.g. migrating an SPA from one framework to another). Covers the critical SPA-asset…

Working with .NET, C#, ASP.NET Core, or related frameworks. Routes to specialist skills.

Build ServiceNow Event Management — push events to em_event, write event rules with severity transforms, configure alert correlation, dependent-CI rollups, and metric-threshold event generation.

Walks the memory DAG to recall detailed context on demand — query, expand, and assemble cited answers from hierarchical summaries without re-reading raw transcripts.

Cluster baseline scaffolding, RBAC diagnosis and generation, workload hardening, and structured pod/scheduling debug for plain Kubernetes across all distributions.

Seed or import data into the Convex database.

Seed or import data into the Convex database.

Assess cited Splunk Enterprise and Splunk Cloud version, maintenance, and security-patch readiness. Use when a planned version change or Splunk security advisory needs one evidence-labeled…

Expert guidance on building and deploying apps to WendyOS edge devices. Use when developers mention: (1) Wendy or WendyOS, (2) wendy CLI commands, (3) wendy.json or entitlements, (4) deploying apps to…

Avoid using API keys in production AI systems. Use when reviewing authentication mechanisms, designing production deployments, or auditing credential management in AI and agentic systems.

Guides the agent through migrating an existing Ionic Appflow project to Capawesome Cloud. Imports an Ionic Appflow organization export with the Capawesome CLI apps:import command — apps, signing…

Use when a bounded tick buffer sits at capacity for sustained periods and you must choose a drop, sample or degrade policy per stream instead of inheriting a queue library's blocking default. For…

Analyze synthetic production surveillance data with deterministic field, well-log, flow-assurance, reservoir, safety, petrophysics, and economics checks. Use when asked to 'generate a morning field…