AI Ml AI Skills

Enforces Flutter runtime performance — const subtrees, minimal rebuild scope via ref.watch(select), lazy ListView/GridView builders and slivers, sized image decode (cacheWidth/ResizeImage), heavy work…

Applies Taleb's Black Swan theory to assess and mitigate exposure to rare, high-impact unpredictable events. Distinguishes between Mediocristan and Extremistan domains, designs barbell strategies,…

sentry should become a local, searchable operational workspace, not only an endpoint wrapper. Use for 209 operation/source entries against https://{region}.sentry.io.

Map Wazuh alerts and observed behaviour to MITRE ATT&CK techniques and tactics and record them on the case; use whenever you identify attacker behaviour or see rule.mitre data.

Independent review of a plan against its requirements, scope, and completeness. Produces a structured review with severity-rated findings. Use after create-plan to validate quality before execution.

Architect, build, and debug Kafka Streams apps (JVM-embedded stream processing). Use when user mentions KStream, KTable, topology, TopologyTestDriver, StreamsBuilder, interactive queries,…

Load this skill for every project containing interactive UI elements — buttons, links, modals, dropdowns, sliders, tabs, carousels, or any custom widget. Under no circumstances create an interactive…

CDR-powered incident investigation — traces actor activity, builds session timelines, maps MITRE ATT&CK techniques, and assesses blast radius from cloud audit logs. Use when user asks to investigate…

Typed Notion API access. Remembers databases across turns, accepts plain values for properties (Sets:3, Date:"2026-08-21"), and returns compact verified results. Prefer this over raw curl or…

Guides the agent through setting up and using push notifications in Capacitor apps using Firebase Cloud Messaging via the @capacitor-firebase/messaging plugin. Covers Firebase project setup, plugin…

List active and recent Codex jobs plus stored review files.

从《运气证治歌诀》（清·王旭高/王泰林，辑自陈无择《三因方》司天运气诸方）蒸馏出的运气证治框架——五运十方、六气六方、运气推算歌诀、六淫治例。用于"按年干支回查运气方框架"与"运气治法研读"，非临床处方指南。

Read, search, create, and update Notion pages and databases via the Notion API.

用于规划包含独立任务的实施计划、定义 Agent 角色和依赖，并通过 `parallel-vibe` 统一执行与审查；本角色不直接创建或调度子代理。

Ground UX work in actual users and evidence when who the design is for, their goals or context, or the strength of user knowledge is materially uncertain. Use when a designer asks who this is for,…

Use when a page or component must survive narrow containers, long or translated content, zoom, reflow, or overflow without device-name breakpoints.

Use when designing or reviewing any data table, list, or feed — choosing table vs list vs cards, adding sorting/filtering/bulk actions/pagination, or handling empty, loading, and error states. Also…

Media-first composition system prioritizing images, video, illustrations, and diagrams over generic icon grids.

macOS Notification Banner (Open Design) — use only when explicitly invoked, not for general design requests

Create or review graph-backed prompts for design agents. Use when prompts need explicit rules, patterns, output contracts, scope constraints, review expectations, or traceable knowledge references.

Save learnings, decisions, and component info to the knowledge base and global wisdom hub

Granola archive: search, sync freshness, notes, transcripts, panels, SQL counts, and Graincrawl repo work.

Multi-platform content distribution across X, LinkedIn, Threads, and Bluesky. Adapts content per platform using content-engine patterns. Never posts identical content cross-platform. Use when the user…

AudioCraft: MusicGen text-to-music, AudioGen text-to-sound.

Wire a repository through the Caveman Cloud gateway so every LLM request is measured, with no behavior change. Use for "set up caveman" or adding LLM spend observability.

Prime a codebase by reading every source file in full. Use when starting work on a new or unfamiliar project, or when the user asks to "learn the codebase", "read the codebase", "prime", or "get up to…

Use this skill when the user requests to generate, create, imagine, or visualize images including characters, scenes, products, or any visual content. Supports structured prompts and reference images…

Turn a weekly changelog .md into a finished branded changelog video (square 1080, ~45-60s, Annie VO, animated brand background, mock-UI visualizations, lowkey captions). Use when the user provides a…

Verify implementation matches OpenSpec change artifacts. Use when the user wants to validate that implementation is complete, correct, and coherent before archiving. Also use when the user says…

Contribute a verified bug fix for LazyCodex, lazycodex-ai, omo-codex, bundled Codex skills, or upstream Codex CLI bugs. Opens a fork PR only for upstream openai/codex; LazyCodex-owned defects become a…

Generate Mandarin and multilingual narration with Volcengine Doubao Speech 2.0. Use when creating Chinese voiceovers, when the user prefers Doubao/Volcengine/火山引擎/豆包 TTS, or when narration needs…

Topic router for the AI Engineering from Scratch curriculum. Give it a topic, a question, or a bug you are fighting, and it points at the exact lessons that teach it, plus the right next command.…

Assess the impact of a significant change during sprint execution across the PRD, epics, architecture, and UX documents, and produce a sprint change proposal. Use when the user says "correct course"…

Store team knowledge, project conventions, and learnings from tasks. Use to remember what works and recall context before new tasks. Connects to Hindsight Cloud. (user)

Use this skill to create CodeTour .tour files — persona-targeted, step-by-step walkthroughs that link to real files and line numbers. Trigger for: "create a tour", "make a code tour", "generate a…

Analyzes Windows Security, System, and Sysmon event logs in Splunk to detect authentication attacks, privilege escalation, persistence mechanisms, and lateral movement using SPL queries mapped to…

Build one company memory from a SQL database, a support ticket export and a folder of documents, linked into one graph by cognee, then answer questions that need several of those sources together. Use…

Writes and executes SQL queries from simple SELECTs to complex multi-table JOINs, aggregations, and subqueries. Use when the user asks to query a database, write SQL, run a SELECT statement, retrieve…

Review changed code for correctness, security, code quality, and performance. Use when the user asks to review code changes, a PR, or specific files. Invoke with `/review`, `/review <pr-number>`,…

Identify repeated work from recorded activity or starred examples and assess which steps could be automated.

Manages custom Agent resources on Gemini Enterprise Agent Platform. Use when the user wants to programmatically create, configure, list, update, or delete stateful, server-managed Agent resources…

Manage the public daemon profile — a digital representation of what you're working on. DaemonAggregator reads LifeOS sources (TELOS, KNOWLEDGE, PROJECTS, MEMORY/WORK, identity) → daemon-data.json.…

Expert knowledge for AI forecasting — superforecasting principles, signal taxonomy, confidence calibration, reasoning chains, and accuracy tracking

Workflow 4: Submission rebuttal pipeline. Parses external reviews, enforces coverage and grounding, drafts a safe text-only rebuttal under venue limits, and manages follow-up rounds. Use when user…

KubeSphere multi-tenant management Skill. Use when user requests to create users, workspaces, projects, or assign roles/permissions. Supports user lifecycle management, workspace configuration,…

公司新闻脉搏：股价异动时快速归因。用 4 个并行 Agent 侦察公司事件/监管政策/行业对手/市场情绪，产出"事件时间线 + 异动主因判断 + 是否触发论文重审"。

MCP server integrating Slither + Aderyn + SWC patterns into Claude Code for smart contract auditing. Use when analyzing Solidity files, running DeFi-specific detectors, or generating invariants. 10…

Train Mixture of Experts (MoE) models using DeepSpeed or HuggingFace. Use when training large-scale models with limited compute (5× cost reduction vs dense models), implementing sparse architectures…

Review code changes, auto-fix safe issues, and report bugs

React and Next.js performance optimization guidelines from Vercel Engineering. Use when writing, reviewing, or refactoring React/Next.js code to ensure optimal performance patterns. Triggers on tasks…

Create a complete AI short-drama package from a topic: shot script, review/approval pause, consistent images and clips, titles, subtitles, and final delivery. Do not use for isolated script or image…