AI Ml AI Skills

Establishes persistent access in Active Directory environments after domain compromise. Covers DCShadow (rogue DC attribute modification), Skeleton Key (LSASS master password), custom SSP injection…

Advanced motion designer with decades of After Effects and motion graphics experience, specialized in creating engaging video specifications for Remotion. Use when creating video specs, planning…

Auto-generate professional pentest scripts and verify scripts from Strix vulnerability reports (vuln-XXXX.md) or raw vulnerability descriptions. Use when given a vuln-XXXX.md file, pasted HTTP request…

過剰エンジニアリングのパターンが検出された場合に自動的に発動します： (1) ユーザーが明示的に変更を求めていないコードやファイルを修正する (2) 要求されていない新しい抽象レイヤー（class、interface、factory、wrapper）を作成する (3) 要求されていないコメント、ドキュメント、JSDoc、型注釈を追加する (4) 要求されていない新しい依存パッケージを導入する…

ACTIVATE when drafting all-hands speeches, investor updates, quarterly letters to stakeholders, press statements, CEO announcements, crisis communications, customer updates, or any mission-critical…

针对难缠缺陷和性能回归的诊断循环。适用于用户说「diagnose」「debug this」，或者报告某个东西坏了、在抛错、在失败、很慢的场合。

Deep-read a 10-K annual report and output a structured markdown digest — abstract, section summaries, key metrics, and sourced references. Output in English or Traditional Chinese.

Run a 4-hour multi-node Hyperloom Qwen3-30B-A3B optimization (Infera PD-disaggregated or RayJob aggregated) with --nodes 2 and sglang MoE tuning on MI325X. Hand this skill to the agent to launch and…

Manage Pragma Experts, Teams, Flows, Evaluations, Missions and Automations, and discover their Host resources through authorized pragma manage CLI commands.

Create a ai assistant spec with structured process, quality checks, and system integration

JeecgBoot UniApp3 移动端 CRUD 代码生成器。Use when user asks to generate UniApp3/mobile/APP CRUD pages, create mobile list/form pages, or says '生成移动端代码', '生成APP页面', 'uniapp代码生成', '移动端CRUD', '生成uniapp页面',…

用于【AI科幻】题材下的多平台适配策略。作为题材包装层与兼容入口，负责保留AI科幻入口名、补充异常数据、系统摩擦、数字压迫感与长期谜团在各平台的保真边界，并明确要求优先强制加载并使用 `通用-多平台小说适配`。关键词：AI科幻多平台适配、平台差异、改写前推演、平台保真。

Translate SKILL.md and README.md files into multiple languages for sharing skills internationally

A guided interview to challenge and validate QA automation plans, test strategies, and framework designs before implementation. Use when the user wants to validate a test architecture, challenge a…

Router skill for LLMQuant Data primitive workflows. Use when the user needs SEC filings, 13F holders, macro snapshots, or source-grounded macro briefs.

Create database migration with schema changes and rollback. Auto-invoke when user says "create migration", "add table", "modify schema", or "change database".

面向 GPT-5.5 等强模型和熟练用户的轻量 AI Agent Harness / checkpoint-driven coding skill。默认用户已经把任务切到基本可执行的最小混沌单元；模型自行分解、探索与推进，人类通过最终目标、最小 spec、复述、checkpoint、证据验证与回写来低干扰控盘。

When handing work to the Codex CLI earns its cost, and how to size the run: second-model review, bounded implementation hand-offs, sandbox permissions, model and reasoning effort. Use when the user…

Enable agent loops to learn from similar past tasks and share patterns across loops

Guides creation of high-quality Agent Skills with domain expertise, anti-pattern detection, and progressive disclosure best practices. Use when creating skills, reviewing existing skills, or when…

This skill should be used when the user asks to "generate social media summary from srt", "create platform-specific descriptions", "generate Facebook post from transcript", "create YouTube description…

AI voice assistants with custom instructions, knowledge bases, and tool integrations.

MANDATORY skill that activates whenever the OpenSpec specification phase begins. Triggers: /opsx-new or /opsx-continue runs; openspec-new-change, openspec-continue-change, or openspec-explore is…

Use when the user asks for spot-perp basis trade, basis arbitrage, cash-and-carry, perp discount, or any setup that reads the spot–perp basis as a positioning signal. Long-perp leg only — pure two-leg…

The model-agnostic AI-video router and brief — the counterpart to image-prompt. Use when someone asks "which AI video tool should I use," "make an AI video," "generate B-roll / a talking-head / a…

Secure API Platform resources with security expressions, voters, securityPostValidation, and operation-level access control

Практическая инженерия диффузионных моделей: архитектуры, обучение, инференс, оптимизация памяти. Использовать при любых задачах с диффузионными моделями: проектирование или модификация архитектуры…

When the user wants to find co-marketing partners, plan joint campaigns, or brainstorm partnership opportunities. Use when the user says 'co-marketing,' 'partner marketing,' 'joint campaign,' 'who…

Write a six-section prose description (purpose, props, anti-patterns, composition, accessibility, examples) for a Figma component's description field so LLMs read it via MCP. Triggers: describe this…

Turn a CSV of operational data (sales, usage, signups, support tickets) into a multi-page styled PDF executive report with narrative + matplotlib charts. The LLM analyzes the data, picks what's…

Audit ExStruct ADRs against current specs, tests, and source code to detect policy drift, missing ADR updates, stale references, and evidence gaps. Use after merges, during periodic ADR audits, or…

Guidance for cell-free protein synthesis (CFPS) optimization. Use when: (1) Planning CFPS experiments, (2) Troubleshooting low yield or aggregation, (3) Optimizing DNA template design for CFPS, (4)…

Automated analysis of patent applications for EPO compliance with Art. 84 EPC (claims clarity/support), Art. 83 EPC (sufficiency of disclosure), and Rules 42-49 EPC (formalities)

LangSmith tracing and trace debugging for AgentSeek templates. Covers CLI installation, adding tracing to LangGraph apps, querying traces, and inspecting run IO. Use when debugging agent backends,…

Write what NPCs say with an LLM so they sound like themselves and like the game. Covers persona files, a fresh random sample of the character's own lines in every prompt, scene facts (place, time,…

Genre pack: dark, precise, developer-adjacent minimalism — the Linear/Vercel/Stripe-dark school. Near-black surfaces, one restrained accent, fine hairline borders, compact type, subtle glow only on…

Wibi Style 官方视觉风格：把一张照片转换成蓝底复古印刷。轮廓和神态清楚的人物照片。适用于用户要求蓝底复古印刷，或明确调用 $blue-retro-print 时。

Orquestrar projetos com Kanban humano + agentes de IA.

Agent and skill deployment mechanics for MPM system architecture

Generate git commit messages and help with git workflows

Comprehensive market environment analysis and reporting tool. Analyzes global markets including US, European, Asian markets, forex, commodities, and economic indicators. Provides risk-on/risk-off…

Unofficial read-only Baneh: search appliances, TVs, electronics, find the cheapest in-stock price. Use when the user asks about Baneh (baaneeh.com) or wants electronics, appliances or other goods in…

Implement real-time Hotwire behavior: Turbo Streams over WebSocket/SSE, custom stream actions, inline stream tags, live list updates, and cross-tab state synchronization. Prefer this skill when the…

A relentless interview to sharpen a plan or design.

Find a moment in a video or ask a question about it. Use when the user wants to search inside a video, a library, or a meeting recording ("find where they talk about pricing", "which scenes show a…

Design memory provenance and tenant isolation.

Open-source embedding database for RAG — store embeddings, vector search, metadata filtering. Simple API, scales from notebook to production.

Summarizes long-form content into key insights. Use when reducing large texts.

Use when animating charts, graphs, dashboards, data transitions, or any information visualization work.

MUST be used for Vue.js tasks. Strongly recommends Composition API with `<script setup>` and TypeScript as the standard approach. Covers Vue 3, SSR, Volar, vue-tsc. Load for any Vue, .vue files, Vue…

Offload bulk judgment calls to Jev (TypeSafe's fast System One model) so Claude doesn't read, and pay for, content it only needs a verdict on. Use this BEFORE reading many files, long logs, or big…