Devops AI Skills

TAPD 需求评估技能。基于规范需求文档进行逻辑分析，进行子需求拆分、规模评分（size，斐波那契）与 业务价值（RICE）评分。 包含两个子技能：tapd-story-breakdown（需求拆分）和 tapd-story-score（规模评分与 RICE 业务价值）。 Use this skill whenever the user mentions 需求评估, 评估需求, 需求拆分,…

Expert knowledge for Cost Management development including troubleshooting, best practices, decision making, limits & quotas, security, configuration, integrations & coding patterns, and deployment.…

Review open PRs two ways - default is a per-PR deep review with severity-tagged findings, inline comments, and a verdict; --survey runs a risk-tiered triage digest of what's safe to merge first

Use when designing new system architecture, reviewing existing designs, or making architectural decisions. Invoke for system design, architecture review, design patterns, ADRs, scalability planning.

Use when a DELIVER roadmap already exists and you need to dispatch exactly one identified step through its TDD cycle. Use nw-roadmap to create the plan, nw-deliver for the whole wave, and nw-continue…

OPS on-demand: This skill should be used when the user asks to "tweet", "post to linkedin", or…

GitHub Actions workflow templates, matrix builds, caching, and monorepo CI strategies

Design and implement Internal Developer Platforms (IDPs) with self-service capabilities, golden paths, and developer experience optimization. Covers platform strategy, IDP architecture (Backstage,…

Our enterprise solution with unlimited test execution, assisted setup, and dedicated support.

Generates Puppeteer scripts for browser automation, scraping, and PDF generation. Triggers on: "Puppeteer", "headless Chrome", "page.goto", "scrape", "PDF generation".

Create serverless functions on Azure with triggers, bindings, authentication, and monitoring. Use for event-driven computing without managing infrastructure.

Project bootstrapping orchestrator for repos that depend on Vercel-linked resources (databases, auth, and managed integrations). Use when setting up or repairing a repository so linking, environment…

Exploit Insecure Direct Object Reference (IDOR) and broken access control vulnerabilities during authorized penetration testing.

Drift is the divergence between declared infrastructure and live infrastructure.

Using the transactional-outbox pattern across lib-streaming (writer) and lib-commons/v5/commons/outbox (repository + relay), in two modes. Sweep Mode detects DIY outbox tables, hand-rolled relay…

Restore the project to a known clean state between agent runs or experiments. Use between benchmark runs, after a failed spike, or when user wants a clean working tree.

Exploit CI/CD pipeline misconfigurations and OIDC federation weaknesses across GitHub Actions, GitLab CI, and Jenkins -- poisoned workflows, secret exfiltration, runner compromise, overly broad OIDC…

Writes, reviews, and debugs idiomatic Rust code with memory safety and zero-cost abstractions. Implements ownership patterns, manages lifetimes, designs trait hierarchies, builds async applications…

Checks PHP configuration in Docker containers. Verifies php.ini settings, OPcache, PHP-FPM pool, and extension configuration for production.

Stereo depth estimation using FoundationStereo. Predicts disparity maps from stereo image pairs for 3D reconstruction. Use when training, evaluating, exporting, or running inference for a TAO…

Movement in Summer multiplayer: owners move instantly, others glide, the authority checks each pose.

Help HR managers, recruiters, and talent acquisition teams understand DevOps, Platform Engineering, Site Reliability Engineering (SRE), cloud infrastructure, CI/CD, and modern software delivery…

统一管理平台、账号与多组 API Key，维护有效期和启用状态，安全同步到 zsh 或用户会话环境，并提供脱敏 Dashboard；用户说“管理环境变量”“rotate API keys”时使用。

Migrate vision/detection/segmentation small models to Ascend NPU, covering the full workflow: model structure analysis, migration verification, performance profiling, and optimization. Based on…

Harden remotely deployed MCP servers with TLS, network segmentation, and server verification. Use when deploying, configuring, or reviewing MCP servers running as remote services.

Use this skill when a company needs its information security policy set written or rebuilt, or asks "write our security policies", "draft the information security policy", "we need policies for the…

Configure deployment settings for /land-and-deploy.

Google quantum computing framework. Use when targeting Google Quantum AI hardware, designing noise-aware circuits, or running quantum characterization experiments. Best for Google hardware, noise…

Extract and analyze Cobalt Strike beacon configuration from PE files and memory dumps to identify C2 infrastructure, malleable profiles, and operator tradecraft.

Use when the user asks for Korean school meal menus (급식 식단) by natural-language education office and school name, via k-skill-proxy NEIS school-search and school-meal routes.

Draws the 12 Houses of the Zodiac Tarot spread to inject entropy into planning when prompts are vague, ambiguous, or casually delegated. Interprets the spread to guide next steps. Use when the user…

Use when starting hyperflow in a new project, refreshing the .hyperflow/ cache, or installing auto-detection shims (AGENTS.md, CLAUDE.md). One-shot project setup; does not start the spec → scope →…

Builds, configures, debugs, and optimizes AWS observability with CloudWatch (Log Insights, Metrics, Alarms, Dashboards, EMF), X-Ray, CloudTrail, and ADOT (AWS Distro for OpenTelemetry), AND…

Dynamic context injection, mode switching (dev/review/research), selective loading, and strategic compaction for token optimization.

Azure Cloud 到本地 AD 的横向移动方法论。当已获取 Azure/Entra ID 权限并需要穿越到本地 Active Directory 环境、发现目标使用 Azure AD Connect/Cloud Sync/PTA/Federation 等混合身份架构、或需要利用 PRT/Certificate/Cookie 等凭据进行 Cloud-to-OnPrem 横向时使用。覆盖 14…

Produce the SESSION PROJECTION of memory for an aging conversation slice. Runs as a single background model call (mirroring the memory `extract` hook) with NO live memory tools — durable capture to…

End-to-end orchestrator: from a business idea, app idea, or existing app to running Azure deployment with cost estimates and pre-deploy approval. Analyzes your app, auto-detects the right Azure…

This skill positions a container with a substance onto a heating device (stove, oven) and activates the device. It should be triggered when a task requires melting, boiling, or heating a substance.…

Point at things on the screen the user is showing you

Launch stealth Chromium with C++ fingerprint patches for anti-bot bypass.

Configure zero-downtime deployment strategies including blue-green, canary, and rolling deployments. Implement traffic shifting, health checks, and rollback procedures. Use when implementing…

Efficient storage and retrieval of genomic variant data using TileDB. Scalable VCF/BCF ingestion, incremental sample addition, compressed storage, parallel queries, and export capabilities for…

TAPD 需求拆分子技能。对大需求进行拆分，输出各子需求的规范需求文档，严格控制 子需求的内容规模，保障研发交付内容可控、易于测试验证。本技能作为 tapd-story-evaluation 的子技能被调用，不独立触发。

Expert knowledge for Azure AI Custom Vision development including best practices, decision making, limits & quotas, security, integrations & coding patterns, and deployment. Use when exporting Custom…

First-touch triage for external pull requests - verdict, label, and a welcoming comment within minutes of open

Generates lapsed user detection and re-engagement screens with personalized return experiences, win-back offers, and inactivity tracking. Use when user wants to re-engage inactive users, detect lapsed…

Fast-forwards through remaining waves end-to-end without stopping for review between waves.

Monthly, file work only, no browser at all. Re-reads a month of real change outcomes and rewrites the file that decides what the fix runner may change without asking first. A class the member merged…

Provide Phoenix, LiveView, Ecto, OTP, or Oban examples. Use when asked for sample code, a walkthrough, a proper implementation, or expected workflow output. Pair with domain skills. NOT for debugging,…

OPS on-demand: This skill should be used when the user asks to "speed up this mac", "clean disk", or…

Engineer effective LLM prompts using zero-shot, few-shot, chain-of-thought, and structured output techniques. Use when building LLM applications requiring reliable outputs, implementing RAG systems,…