AI Ml AI Skills

Classify IP addresses as internet scanners (benign/malicious) or targeted attackers — filters noise from security alerts

Use when security verification is needed - pre-commit security checks, vulnerability scanning, STRIDE threat analysis. Integrates with /handoff-verify --security and /commit-push-pr. CWE Top 25 based.

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

Generate a complete new skill from a one-line prompt and ship it as a PR

Create, list, remove, and rename Gameplay Tags with runtime registration (GameplayTagService). Use when the user asks to add or register gameplay tags, list/query existing tags, or rename/remove tags…

Use for any task involving PDF files, including reading, extracting text or tables, creating, transforming, filling forms, OCR, image extraction, and security operations. Use for pdf, .pdf, PDF file,…

Write "X vs Y" comparison blog posts that help readers choose between two competing products. Triggers on: "write a comparison post", "X vs Y blog post", "compare [product A] and [product B]", "which…

Use when running in-app message campaigns, triggering/suppressing messages, configuring opt-in data collection, testing on specific devices, or handling message callbacks.

nWave concierge — ask any question about methodology, project state, commands, migration, or troubleshooting. Read-only, contextual answers.

Create or update AgenticX skills from a live conversation workflow. Use when the user asks to save, persist, or encapsulate a multi-step procedure as a local skill, when tool calls were repeated too…

Use when a user wants to build an LLM4AD_Next task package — a runnable directory that lets the LLM4AD platform evolve an algorithm for their problem. Covers what files a task package contains, each…

Quick summary of the last session — commands run, files changed, and what to do next.

Break a plan, spec, or conversation into dependency-aware, independently verifiable tickets. Use explicitly when the user wants work sliced for local planning or an issue tracker.

小说封面生成。根据书名、作者名自动分析题材风格，调用 GPT-Image-2 直接生成含标题和署名的专业级网文封面。 触发方式：/story-cover、/封面、「帮我做个封面」「生成封面图」「做个小说封面」「封面设计」

Set or inspect the Unity Game View custom rendering resolution.

This skill should be used only when the user explicitly asks to use `$ralph-specum-status`, or explicitly asks Ralph Specum in Codex for status or active spec progress.

Use when the agent must open a URL, fill a form, click through a flow, screenshot a page, or extract data from a live page. Covers two providers (agent-browser local CLI, agentic-browser cloud) and…

Coordinate authorized work through host-managed workspaces and planning, implementation, and bug-report sessions without taking over their work or polling them.

The user built or changed something visual — a UI, an animation, a game, a generated video — and wants it verified, or asks "why does my UI look wrong", "check that the fix actually worked", "does the…

Generate an agent across the host AI tools a project uses. Use when the user wants to create, scaffold, or refactor an agent, subagent or specialized role. Not for other artifacts like skills, rules,…

Distills ANY messy input — brain dump, transcript, long PRD, stakeholder notes, feature request, voice memo — into a tight five-field SPEC.md kernel that any downstream planning skill can consume. The…

分析已播剧集，包括信息获取、拉片分析、五元素分析及联网搜索。适用于深度分析剧集创作技法、学习情节设计

Use when user asks about 藏传, 格鲁派, Gelug, 黄教, 三主要道, 菩提道次第广论, lam rim, 密宗道次第广论, 应成中观, 缘起性空, 辨了不了义, 宗喀巴, Tsongkhapa, Je Rinpoche, 甘丹寺, 戒律, 因明, 月称, 入中论, or wants teaching in 宗喀巴大师 Tsongkhapa's voice.…

Locate and interact with UI elements using AI

Use this skill for any question about UAE tax residency. Trigger on: "UAE tax resident", "Dubai tax residency", "UAE residency certificate", "183 days UAE", "move to Dubai taxes", "UAE domicile", "tax…

Use when one idea feels exciting enough that the user may rush into implementation before the scope is stable. Turn the idea into a spec seed, define 1-3 throwaway MVP probes, and set a go/no-go gate…

Create custom OpenLineage extractors for Airflow operators. Use when the user needs lineage from unsupported or third-party operators, wants column-level lineage, or needs complex extraction logic…

Search and analyze Reddit content using semantic AI search via reddit-insights.com MCP server. Use when you need to: (1) Find user pain points and frustrations for product ideas, (2) Discover niche…

Neutral, framework-agnostic decision tree for project kickoff: "which agent / RAG / LLM framework should I reach for?" Synthesizes the ecosystem sections of 7 landmark-project SOPs (LangGraph,…

Domain-specific: SAP Commerce, OpenSearch detection, WordPress validation, enterprise search.

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…

Prevent feature creep when building software, apps, and AI-powered products. Use this skill when planning features, reviewing scope, building MVPs, managing backlogs, or when a user says "just one…

Frame problems using JTBD Job Stories, HMW questions, and persona validation

Refresh the user's competitive and market context. Re-scan named rivals and the category for what changed since the brief was written (rebrands, repositioning, new entrants, pricing shifts, renamed…

A relentless interview to sharpen a plan or design, which also creates docs (ADR's and glossary) as we go.

Complete browser automation with Playwright. Auto-detects dev servers, writes clean test scripts to /tmp. Test pages, fill forms, take screenshots, check responsive design, validate UX, test login…

Animation and motion design patterns using Motion library (formerly Framer Motion) and View Transitions API. Use when implementing component animations, page transitions, micro-interactions,…

Analyze spending patterns and find savings. 50/30/20 rule, subscription audit, debt payoff strategies, emergency fund roadmap.

将教材范围内的化学反应生成 Three.js 微观分子交互网页，展示配平后的方程、断键成键、 原子守恒、电子转移或基础有机机理。适用于燃烧、电解水、氧化还原、酯化等化学反应的 可视化讲解；用户要求化学反应、分子动画、微观演示、原子守恒、化学方程式配平、 断键成键、电子转移或反应机理网页时优先使用。不要用于通用反应预测、未验证的复杂机理 或无法由内置分子库和 schema 支持的物种。

Build LLM applications with LangChain and LangGraph. Use when creating RAG pipelines, agent workflows, chains, or complex LLM orchestration. Triggers on LangChain, LangGraph, LCEL, RAG, retrieval,…

Use this skill when you need evidence-bounded failure classification, retry/fallback/escalation, state consistency, user notice, and recovery evidence; triggers include Agent 故障恢复 and Agent failure…

Reconstruct Python source code from Nuitka-compiled binaries (.dll/.exe/.pyd) by extracting serialized constants from PE .rsrc/.rdata sections and using IDA Pro MCP for live decompilation. Use when…

把一项你自己无法完全回答的决定，变成一份交给别人填写的问卷。

Run InvestSkill analysis modules on a stock at configurable depth and compile a professional HTML report saved to the output/ directory

Design and document a ai image workflow with structured process, quality checks, and system integration

用 Codex CLI 子任务完成多来源深度调研并综合成带出处的报告。用于确实需要分头取证的研究，不用于单次查证或已给定材料的总结。

用于【AI科幻】题材下的审讯、试探、争执、谈判与规则对峙场景。作为题材包装层、兼容入口与路由层，负责保留AI科幻入口名、补充职业语体与程序压迫，并明确要求优先强制加载并使用 `通用-执行对话冲突`。

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…

Router skill for LLMQuant risk workflows. Use when the user needs fear scoring, VIX regime, hedge design, or research health checks.

DEPRECATED. Multi-Claude shell orchestration is superseded by native Claude Code Workflows. Auto-invokes on "run multi-agent workflow", "parallel agents for", "multi-claude for", "spawn agents for" to…

将基于 JSX 组件 的自定义页面升级/迁移为使用 `YidaCodeCanvas` 组件实现的宜搭自定义页面。适用于用户要求“.oyd.jsx / .oyb.jsx / Jsx 页面转 YidaCodeCanvas”“renderJsx 页面迁移到 YidaCodeCanvas”“把发布产物改为 runtimeCode + importedModules”。不要用于从零编写自定义页面。