Edit drafts into sharper, more human writing while preserving the writer's personal voice, or detect AI-slop patterns without rewriting. Use when the user wants a draft clearer, more direct, more opinionated, or less AI-sounding, or asks whether writing reads as AI.

Codex-only team orchestration: run a named team of cooperating Codex workers with durable, script-managed state. MUST USE when the user asks Codex to create, run, coordinate, inspect, archive, or delete a team of agents/threads/sessions, or to work on something as a team in parallel. FIRST inspects the active tool surface (checking tool_search for deferred tools) and tells the user the route: native MultiAgentV2 agents (flat spawn_agent with task_name) when available, Codex App threads as the fallback, or a plain-subagent split when neither set exists. The main session is always the leader; members are defined by a concrete part, ownership area, or perspective - never a vague job role; a bundled cross-platform script writes the .omo/teams state plus an auto-generated member field manual. Use a team when the work is not perfectly isolated but parallelizing helps; use plain subagents when scope is perfectly isolated or the goal is ambiguous. Triggers: team mode, teammode, make a team, run as a team, team of agents, coordinate threads, parallel Codex threads, archive the team.

Generic release automation for projects using Keep a Changelog + GitHub. Single confirmation gate then end-to-end automation: bump detection, CHANGELOG promotion, PR/main merge, tag, GitHub Release. Trigger: release, version bump, publish. Do NOT load for: implementation, review, planning, setup.

HAR: Research-backed, team-validated task planning, Plans.md management, progress sync. Trigger: create a plan, add tasks, update Plans.md, mark complete, check progress. Do NOT load for: implementation, review, release.

Implement real-time streaming mindmap rendering using Mind Elixir in web applications. Supports streaming text parsing and incremental updates.

Guide for understanding and converting Mind Elixir plaintext format. Covers format specification, parsing, and conversion to Mind Elixir data structure.

Guide for integrating Mind Elixir into a frontend project, covering installation, initialization, data structure, and basic usage.

Guide for customizing markdown rendering in Mind Elixir nodes, including using third-party libraries.

Privacy-respecting metasearch using your local SearXNG instance. Search the web, images, news, and more without external API dependencies.

根据用户的功能需求，完成与 VeADK 相关的功能。

根据用户的功能需求，完成与 VeADK-Go 相关的功能; 包括：直接根据需求生成 Agent；将Enio Agent转换为VeADK-Go Agent。

Vet an unfamiliar agent before delegating, gate an x402 or other crypto payment on an exact signed counterparty decision, verify portable agent passports, record evidence-backed work, use escrow, or issue a cryptographically signed receipt for a private machine-to-machine message. Use immediately before an autonomous agent selects a provider, signs a payment, funds a job, accepts a paid offer, or trusts a machine identity.

Use FIRST for Super Magic HTML micro-app work. Trigger even when the user does not say "micro-app", "HTML", or "window.Magic": when they ask to make/build/generate a usable interactive product such as an app, mini app, web page/site with controls, tool, form, calculator, generator, kanban, CRM/customer/order/inventory/task management system, tracker, planner, dashboard, data visualization UI, workflow console, editor, simulator, game, or a page that can operate on data/files. Also use FIRST whenever the task will use any window.Magic API (window.Magic.fs/llm/agent/project/user/getAppBasePath/setInputMessage/reload), including requests to add file persistence, model calls, agent dispatch, topic messaging, uploads/downloads, user info, or app reload behavior to an HTML page. Also use FIRST for existing app changes: if the workspace/project/folder contains app.json or legacy magic.project.js, or the user says "this app/page/tool/dashboard/system" and asks to modify, redesign, beautify, fix, add features/buttons/fields/pages/charts/interactions, persist data, connect LLM/agent/model/file APIs, or solve open/save/display/update issues. Required output pattern: a static Super Magic micro-app folder with app.json, minimal magic.project.js display bridge, index.html, window.Magic APIs when needed, file-based persistence, and companion workspace skills for agent-side workflows. Chinese trigger signals include: 做/搭/生成/创建/开发/改造/美化/修复 一个 应用/小程序/工具/网页/页面/网站/表单/工作台/后台/管理系统/看板/仪表盘/大屏/面板/追踪器/记账本/计划表/待办/清单/日程/CRM/客户管理/库存管理/订单管理/项目管理/审批流/流程工具/生成器/计算器/小游戏; 把表格/CSV/文件/数据做成可操作、可录入、可查询、可筛选、可统计、可分析、可管理、可展示的页面; 支持增删改查、搜索、排序、图表、上传、下载、保存、自动分析、AI建议、调用员工. Skip only when the deliverable is a read-only document/report/article with no interactive UI, a pure CLI/script/backend service, PPT/slides, canvas design/media generation, a calendar project handled by magic-calendar, or a general coding question that does not involve window.Magic APIs or an interactive frontend.

Complete API reference for window.Magic.* in SuperMagic HTML micro-apps (HTML 微应用). Read this skill when you need exact method signatures, parameters, return types, or usage examples for: fs (readFile/writeFile/listFiles/listDir/getFileUrl/deleteFile/deleteDir/moveFile/renameFile/watchFile/watchDir), llm (chat/stream/getModels), agent (getAgents/selectAgent), project (createTopicAndSend/sendMessage/uploadFiles/downloadFiles), user (getInfo with app.json userInfo scopes), getAppBasePath, setInputMessage, reload. Also covers file-per-record data storage, list projection file names, tiptap JSON message format, @file and @skill mention structures, model selector UI rules, user info authorization, error handling patterns, and backward compatibility table. Trigger phrases: 'window.Magic API', 'readFile writeFile', 'listDir watchDir', 'getFileUrl', 'get file url', '文件 URL', '获取文件链接', 'deleteFile deleteDir', 'moveFile renameFile', 'watchFile callback', 'watchDir callback', 'llm.stream', 'llm.chat', 'createTopicAndSend format', 'tiptap JSON mention', '@file mention structure', '@skill mention', 'getAppBasePath usage', 'model selector UI', 'user.getInfo', 'get user info', 'user avatar', 'userInfo scopes', 'app.json permissions', 'Magic API 用法', 'fs 读写文件 API', 'fs 获取文件链接', 'fs 删除文件', 'fs 移动重命名', '目录监听', '文件监听回调', '话题消息格式', 'mention 结构', '模型选择器', '用户信息', '用户授权', '获取头像'.

Kubeshark installation and deployment skill. Use this skill whenever the user wants to install Kubeshark, deploy Kubeshark to a Kubernetes cluster, set up Kubeshark, configure Kubeshark helm values, generate a Kubeshark config file, customize Kubeshark deployment, troubleshoot Kubeshark installation, upgrade Kubeshark, uninstall Kubeshark, or manage the Kubeshark Helm release. Also trigger when the user mentions "kubeshark tap", "kubeshark clean", "helm install kubeshark", "get kubeshark running", "set up traffic capture", "deploy kubeshark", "kubeshark not starting", "kubeshark pods not ready", "configure namespaces", "persistent storage", "cloud storage for snapshots", "kubeshark ingress", "kubeshark auth", "kubeshark SAML", "kubeshark license", "kubeshark config", "custom helm values", "kubeshark on EKS/GKE/AKS", "kubeshark on OpenShift", "kubeshark on KinD/minikube/k3s", "air-gapped", "offline install", or any request related to getting Kubeshark installed, configured, and running in a Kubernetes cluster.

Install and onboard a user into LifeOS — the Life Operating System (current state → ideal state via TELOS + the Algorithm). The agentic installer detects your OS + harness, wires hooks with permission, scaffolds your USER tree, pulls in sources you provide, and runs the TELOS / current→ideal interview that seeds your Pulse dashboard. USE WHEN install LifeOS, set up LifeOS, lifeos setup, lifeos-setup, lifeos interview, onboard me, run the interview, integrate LifeOS into my harness, update LifeOS, uninstall LifeOS, first-time setup, lifeos doctor, check my install, what capabilities are broken. NOT FOR building or cutting a LifeOS release (private release tooling), editing TELOS after onboarding (use Telos / Interview), or LifeOS system maintenance (use the private maintenance skill).

Analyze and update 68 US economic and social indicators from five government APIs (FRED, EIA, Treasury, BLS, Census) across 10 categories: GDP, Inflation, Employment, Housing, Consumer Finance, Markets, Trade, Government/Fiscal, Demographics, Health. Two workflows: UpdateData, GetCurrentState (10y/5y/2y/1y trend analysis). USE WHEN GDP, inflation, unemployment, economic metrics, gas prices, how is the economy, refresh data, FRED, US metrics, economic trends. NOT FOR pathogen surveillance.

Reduces an always-on LifeOS context file that has grown too big via a human-gated pass — deterministic GC of stale entries first, then semantic merges and relocations — never dropping a directive and committing every change reversibly. USE WHEN /trim, trim the context, trim OPERATIONAL_RULES, this file is too big, reduce a doctrine file, prune an always-loaded file, fold the proposal inbox, shrink CLAUDE.md or DA_IDENTITY. NOT FOR general code refactoring, trimming video or audio media (use AudioEditor for audio files), or removing AI writing patterns from prose.

The scientific method as a universal problem-solving algorithm — goal-first, plural falsifiable hypotheses, designed experiments, and honest measurement, scaling from TDD to feature validation to MVP launch. USE WHEN think about, figure out, experiment, iterate, optimize, hypothesis, science, full cycle, quick diagnosis, structured investigation, how do we test, analyze results. NOT FOR multi-angle lens passes (use IterativeDepth).

Transforms product documentation into sales-ready packages — a story explanation, charcoal gestural sketch art, and talking points — via a narrative-arc pipeline. USE WHEN sales, proposal, pitch deck, value proposition, sales narrative, sales deck, sales package, turn this into a pitch, create a sales story, sales materials, product pitch, transform docs to sales, sales script. NOT FOR Hormozi $100M frameworks, value equation, irresistible offer, or VOC mining, standalone diagrams or illustrations (use Art), or platform social posts.