Skill rating

Routes multi-tool workflows through MCP servers for large datasets and pipelines. Use when Bash tool overhead is limiting throughput on data-heavy tasks.

Manages context overflow by handing off to a fresh subagent at 80% usage. Use when context pressure is critical and work must continue uninterrupted.

Set up Cotal on this machine: install it, start a local agent mesh (NATS + JetStream), verify it, and put an agent on it. Use when asked to install Cotal, join a Cotal mesh, or let coding agents coord

Generating AI image-generation code using the Gemini API. Handles text-to-image generation, image editing, and prompt optimization. Use when image generation code is needed.

Channeling the documented thinking of named notable figures (an 'itako' medium) — their mental models, heuristics, and decision-style as advisory lenses. Not for decisions (Magi) or personas (Cast).

Delivering working code fastest via build-first product delivery through minimum agent chains; S/M scopes skip planning and build immediately. Use when compressing time-to-first-PR.

Verifying spec compliance: extracts ACs from specs, adversarially checks conformance, generates BDD scenarios and traceability matrices. Use when impl must be proven to match a PRD/SRS/AC.

Optimizing FinOps and cloud cost: IaC-based estimation, right-sizing, RI/SP recommendations, anomaly detection, budget alerts, AI/GPU workload economics. Use to forecast or cut cloud spend.

Designing and evaluating AI/ML systems: prompt engineering, RAG design, LLM application patterns, AI safety, evaluation frameworks, MLOps, cost optimization. Use for AI pipelines or eval harnesses.

Guiding workflows by decomposing complex tasks (Epics) into Atomic Steps under 15 minutes each, with progress tracking and drift prevention. Use when complex decomposition is needed.

Cleaning up the skill ecosystem: auditing the agent roster for overlap and inactivity, proposing merges and sunset plans. Propose-only. Not for ecosystem strategy (Darwin) or code YAGNI (Void).

Orchestrating multi-session parallel execution via Claude Code Agent Teams API and Codex CLI Subagents — launch, manage, coordinate concurrent tasks. Use when parallel work is needed.

Verifying system resilience via load testing, contract testing, chaos engineering, and mutation testing. Use for limit verification, non-functional testing, or reliability validation.

Designing search engines and vector DBs for full-text, vector, and hybrid retrieval, including permission-aware retrieval for multi-tenant or per-role corpora. Use for search design, index optimizatio

'|-. 面向需要obsidian cli tool相关能力的开发场景,提供标准化流程和配置说明. 该工具经过差异化改进,针对实际使用场景优化了实用性。Use。全功能Obsidian命令行管理工具，覆盖文件操作、模板、插件、同步、历史、开发者工具和TUI交互模式。专业版面向需要深度自动化和团队协作的高级用户.

A powerful tool that assists users in finding the best cruises based on their preferences and requirements.

Expert AI agent specializing in ux researcher. From The Agency (github.com/msitarzewski/agency-agents).

Expert AI agent specializing in ux architect. From The Agency (github.com/msitarzewski/agency-agents).

通过理解用户查询、检索并分析相关合金数据（可选通过 MCP 工具），生成专业的合金成分检索回应，并以清晰的筛选、分类与洞察呈现结构化成分表。

B站AI信息源 — 每日扫描B站AI相关账号，按点赞量发现爆款视频，智能聚类话题后生成包含封面图、互动数据与订阅支持的HTML日报。同时基于热门话题执行AI情报调查，采用多引擎搜索与交叉验证，输出结构化调查报告。支持用户自定义关键词定向查询。⚠️数据每日15:00更新前一天数据，目标日期无数据时必须先告知用户并等待确认后才能调用接口，禁止自动获取。当用户需要AI-B站日报、B站爆款、AI-B站热点

Switch Gemini CLI between buying from the asale market and using its own subscription, and see which running sessions are still on the old config. 在「从 asale 市场买」和「用它自己的订阅」之间切换 Gemini CLI，并查看哪些正在运行的会话还

当用户想导入文档、构建知识库、搜索结构化知识、从内容生成网页或发布内容时使用。当用户提到 2Ryun、第二现实、知识库、文档管理、知识图谱、网页、发布时使用。2Ryun 是 AI 时代的知识/内容平台，文档启用知识提取后自动在后台完成提取、组织、关联——Agent 的职责是判断哪些文档应进入知识库、哪些不应进入。

Put a Claude Code / Claude subscription on the asale market: import it, set a price floor and a concurrency cap, and see which of its models are actually selling. 把 Claude Code / Claude 订阅挂到 asale 市场上

自动生成中英双语催款消息与跟进节奏，帮助自由职业者和小团队更快回款。

Switch Hermes between buying from the asale market and using its own subscription, and see which running sessions are still on the old config. 在「从 asale 市场买」和「用它自己的订阅」之间切换 Hermes，并查看哪些正在运行的会话还用着旧配置。

Create temporary handoff docs and propose/apply permanent knowledge updates in a shared Obsidian vault.

Parse and extract structured content from Word documents (.doc, .docx) into well-organized Markdown using MinerU. Preserves the full document hierarchy: headings, nested lists, tables, paragraphs, and

System-level watchdog for OpenClaw gateway restarts and sub-agent task PIDs. Monitors registered PIDs and optional log/directory freshness. Auto-reverts config on failed gateway restarts. Requires exp

Persistent memory for agents. Stores preferences, decisions, facts, and events as a connected knowledge graph. Recalled by who, what, when, or why.

Multi-channel notification delivery with customizable templates, email and SMS sending, and full delivery logging — built for AI agents.

当需要doc parse tool相关能力的开发场景,提供结构化工作流程和配置说明. 该工具经过深度优化,基于用户反馈改进了实用性和可操作性。Use。请注意，以上功能在处理边界条件时，会根据实际情况进行相应的调整和优化，以确保工具的稳定性和可靠性。Use when 需要文件处理、文档转换、格式互转、内容提取时使用。不适用于加密文件破解。 ## 场景介绍

Switch OpenClaw between buying from the asale market and using its own subscription, and see which running sessions are still on the old config. 在「从 asale 市场买」和「用它自己的订阅」之间切换 OpenClaw，并查看哪些正在运行的会话还用着旧配

Production-grade memory persistence and lifecycle management for VM-hosted OpenClaw agents. Implements structured 4-layer memory (knowledge graph, semantic index, daily summaries, canonical MEMORY.md)

保险条款转交互式知识图谱HTML，含保障责任/免责/理赔等7种视图

多智能体协作编排引擎。把问题分解为角色(Analyst/Critic/Integrator 等)， 多 agent 并行提案→Critic 过滤低质→Integrator 按 scorer 择优/综合。 实体化"超级智能体(终局)·多智能体协作编排"，支撑规模化协作超越单 agent。

真实性增强技能（极简版），让 AI 少表演多执行

Publish, discover, and manage AI skills, agents, workflows, souls and prompts from the AgentVerse marketplace. Use when working with the agentverse CLI to search/publish artifacts, authenticate, or ma

Expert AI agent specializing in pipeline analyst. From The Agency (github.com/msitarzewski/agency-agents).

This skill should be used when the user needs to execute tasks through a complete automated workflow: understand natural language intent, dynamically generate commands or Python scripts, auto-execut

Exact-slug for agents who type \"polymarket trade\" / \"trade polymarket\" / \"bet polymarket\". Alias of pm-desk: place + hard/trailing/portfolio stops (PM has no native stops). Outscores polyclaw /

通过 n8n MCP server (http://localhost:5678/mcp-server/http) 用 n8n Workflow SDK 创建/校验/发布/管理工作流

竞品批量对比分析，基于用户上传的 CSV 导出或已授权 API 快照，非未授权爬虫。 经 Yufluent 云端 Harness 执行。Use for 竞品批量、CSV 对比、competitor export、 批量对标.

Conversational PolySports trading and OpenClaw automation through structured `/skills/v1` endpoints. Use when user needs to look up PolySports markets, inspect balances or authorization, buy or sell r

Virtual MasterCards for AI agents — crypto payments, USDC wallet, create and manage virtual payment cards autonomously via x402 protocol on Stellar blockchain.

An MCP server that provides native tools to dynamically search VMware Aria Operations for Logs (Log Insight).

Switch Claude Code between buying from the asale market and using its own subscription, and see which running sessions are still on the old config. 在「从 asale 市场买」和「用它自己的订阅」之间切换 Claude Code，并查看哪些正在运行的会

Expert AI agent specializing in podcast strategist. From The Agency (github.com/msitarzewski/agency-agents).

A Cognitive Immune System for OpenClaw. Interrupts the 9 failure modes of LLM sycophancy, forces objective pushback, and uses Madhyamaka epistemology to break binary traps.

Read and work with X posts, users, and search through X's hosted MCP server. Use when the user asks to research X, inspect account or post context, or perform a user-confirmed X write.