Devops AI Skills

Master discrete mathematics, logic, formal proofs, and computational thinking. Build the mathematical foundation for all computer science.

Read Telegram channels and groups for financial news and market research using tdl (read-only). Use this skill whenever the user wants to read Telegram channels, export messages from financial…

Golang everyday observability — the always-on signals in production. Covers structured logging with slog, Prometheus metrics, OpenTelemetry distributed tracing, continuous profiling with…

Builds generative AI applications on Amazon Bedrock. Covers model invocation (Converse API, InvokeModel), RAG with Knowledge Bases, Bedrock Agents, Guardrails, and AgentCore (including the Harness…

编写 BK-CI Kotlin 后端代码时使用，例如 Kotlin 文件结构、格式、命名、函数设计、空安全和 BK-CI 项目内的调用约定。当用户要修改 `.kt` 或 `.kts` 后端代码并需要项目级 Kotlin 规范时优先使用。

Optimize resumes for software engineering, PM, and technical roles

Docker 安全测试与容器渗透方法论。当需要评估 Docker 容器、Docker Daemon、Docker Registry、镜像层、构建产物或容器逃逸风险时使用。覆盖容器环境识别、特权容器逃逸、docker.sock/Remote API 利用、procfs/cgroup/capabilities 滥用、Docker 用户组提权、运行时/内核 CVE、Registry 枚举、镜像层…

Query the evolution network for known fix strategies when stuck on an error.

All-in-one project configuration and health management. Sets up new projects (settings.local.json, CLAUDE.md, .gitignore), audits existing projects (permissions, context quality, MCP coverage, leaked…

Defines product requirements, business rules and acceptance criteria for a committed intent; edits product docs only.

AWS Cloud Development Kit (CDK) expert for building cloud infrastructure with TypeScript/Python. Use when creating CDK stacks, defining CDK constructs, implementing infrastructure as code, or when the…

Provides AWS SAM bootstrap patterns: generates `template.yaml` and `samconfig.toml` for new projects via `sam init`, creates SAM templates for existing Lambda/CloudFormation code migration, validates…

Rapidly scaffold and implement a playable game — no assets, design, audio, deploy, or monetize. Get something on screen fast. Use when the user says "quick game", "fast prototype", "just get something…

Vercel Marketplace expert guidance — discovering, installing, and managing third-party integrations via the `vercel integration` CLI. Use when building any app that needs an external capability…

Calculate network centrality metrics to identify important nodes in graphs. Use this skill when the user needs to find key influencers, critical infrastructure nodes, or central actors in a network —…

Writing a rolling-wave phased implementation plan from a spec before coding: a phase-epic-task hierarchy where Phase 1 is detailed into dispatch-ready tasks and later phases stay epic-level for…

Refine a rough idea into a clear, detailed specification through dialogue. Does not produce code. Use when user has a vague idea, wants to think through a feature before planning, or needs to turn "I…

DAVIS problem analysis including root cause identification, impact assessment, and correlation with other telemetry. Use when querying or investigating detected problems. Trigger: "active problems",…

Build transparent, observable AI agents using AgentScope — agents you can see, understand, and trust with full execution tracing and debugging. Use when: building production agents that need…

에이전트 하네스 12원칙 기반 자가 진단 및 개선 제안. 자동 발동 없음 — /harness-diagnostics 로 수동 실행 (인자로 setup/audit/maintenance 모드 선택). NOT for: 코드 구현, 버그 수정, 테스트 작성.

Production Incident Commander — diagnose and recover from production incidents. Use when something is broken in production, site is down, errors spiking, or user reports a critical bug.

Audits and fixes technical SEO, researches search demand, creates content briefs, and measures SEO/AEO performance. Use when asked to "audit SEO", "fix indexing", "improve AI visibility", "check…

In D&D, Feeblemind crushes a creature's Intelligence and Charisma to near-zero — leaving them alive but barely functional. The real-world version is deliberate capability reduction: putting a system…

Analyzes PHP code for 12-Factor App compliance. Detects hardcoded configuration, file-based state, env-specific conditionals, non-streaming logs, and missing environment variable usage.

エージェント、スキル、MCPサーバー、ルールにわたってOpenAI Codexのコンテキストウィンドウ消費を監査します。肥大化、冗長なコンポーネントを特定し、優先順位付けされたトークン節約の推奨事項を生成します。

Design free tiers that convert to paid without creating resentment or abuse. Trigger phrases: free tier design, freemium model, free trial strategy, free tier limits, developer free plan, open source…

Sub-skill de agent-ready-cloudflare: Implement sitemap.xml

Use when deploying VLESS+Reality+Vision on AWS Lightsail and bridging it to Surge (or similar TUN clients) with an Alpine LXC SOCKS5 bridge on the LAN plus a brew sing-box on the laptop for off-LAN…

Configuring .NET build/test in Azure DevOps. DotNetCoreCLI task, Artifacts, test results.

Production monitoring, observability, SLO/SLI management, and incident response. Trigger terms: monitoring, observability, SRE, site reliability, alerting, incident response, SLO, SLI, error budget,…

SRE, DevOps, Kubernetes, CI/CD, PromQL, Terraform, Docker, and incident operations playbook for building reliable delivery and operations workflows.

Automated browser-based security testing using Playwright and browser devtools. Interact with web applications as a user would — click, type, navigate — while monitoring network traffic, JavaScript…

Use with root `twg` for Jira workitems, projects, boards, sprints, fields, transitions, comments, links, and administration. Applies Jira semantics and safe mutation rules.

Consensus planning entrypoint that auto-gates vague ralph/autopilot/team requests before execution

Perform static and symbolic analysis of Solidity smart contracts using Slither and Mythril to detect reentrancy, integer overflow, access control, and other vulnerability classes before deployment to…

Elasticsearch expert for queries, mappings, aggregations, index management, and cluster operations

Use when installing or configuring the OpenSearch extension for KubeSphere, which provides distributed search and analytics engine for storing logs, events, auditing, and notification history

Builds security-focused full-stack web applications by implementing integrated frontend and backend components with layered security at every level. Covers the complete stack from database to UI,…

Create custom steering documents for specialized project contexts. Use when creating domain-specific steering files.

Read Twitter/X for financial research using opencli (read-only). Use this skill whenever the user wants to read their Twitter feed, search for financial tweets, view bookmarks, look up user profiles,…

Hyperflow design phase. Use when designing a UI / visual system or making a screen look good — verbs like "design the UI", "make it look good", "design the screen", "visual design", "design system".…

Selects, deploys, and customizes AI models on Amazon SageMaker. Fine-tuning (SFT, DPO, RLVR, RLAIF), model selection, dataset preparation, evaluation, deployment to SageMaker endpoints or Bedrock,…

处理 BK-CI AI 编码任务分流时使用，例如判断日常任务是否需要 OpenSpec、多 Agent、影响面清单或验证清单。

Use when evaluating Benjamin Graham-style deep value: net-nets, working capital bargains, margin of safety, statistical cheapness, and balance-sheet protection.

GCP 云环境攻击方法论。当目标使用 Google Cloud Platform、发现 GCP Service Account/Metadata/Storage Bucket 时使用。覆盖 Metadata 服务利用、Service Account 密钥窃取、IAM 提权、GKE 逃逸、Storage Bucket 枚举

Create a reusable gene from a novel fix pattern. Only invoke manually.

Find leaked API keys, tokens, and credentials in public GitHub repositories.

Build voice AI agents with LiveKit Agents SDK. Use when the user asks to "build a voice agent", "create a LiveKit agent", "add voice AI", "implement handoffs", "structure agent workflows", or is…

Expert patterns for combat systems including hitbox/hurtbox architecture, damage calculation (DamageData class), health components, combat state machines, combo systems, ability cooldowns, and damage…

Designs user flows, interaction states and mockups for a defined product scope; does not implement UI code.

Apply the Holistic Testing Model evolved with PACTS (Proactive, Autonomous, Collaborative, Targeted, Structured) principles. Use when designing comprehensive test strategies for Classical,…