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ClawHub Skill Discovery and Search. Find, browse, and install OpenClaw Skills from ClawHub marketplace. Triggers: search skills, find skills, clawhub, instal...

Git Operations Assistant. Handle Git operations, resolve conflicts, manage branches. Triggers: Git, commit, merge, branch, pull request, conflict.

Auto-generates unit tests and integration tests from source code. Supports Jest, Pytest, Mocha. Triggers: write tests, generate tests, unit test, test covera...

Validate JSON, CSV, and Excel data against schemas using 17 built-in rules including type, pattern, email, URL, and UUID checks.

Parses, validates, and explains cron expressions. Converts between human-readable and cron format. Triggers: parse cron, validate cron, cron expression.

数据分析助手。分析CSV、JSON等数据文件，生成统计报告、可视化图表。使用场景：(1) 分析数据分布和趋势，(2) 计算统计指标（均值、中位数、标准差），(3) 数据清洗和转换，(4) 生成数据报告。

市场调研：痛点自动挖掘分析。立项没方向？自动深挖市场痛点，一份报告帮你稳过评审 This skill should be used when the user asks about 市场调研：痛点自动挖掘分析. Keywords: 市场调研, 痛点分析, 竞品调研.

SEO 优化专家。关键词研究、内容优化、排名监控、技术 SEO 审计、竞品分析。集成 Google Keyword Planner、Search Console API。Triggers: seo, keyword research, search optimization, ranking, seo audit.

193 AI Expert Agents for OpenClaw. Engineering, Design, Marketing, Product, and China Market specialists. Triggers: agency agents, AI experts, expert roles,...

日程/日历/会议/安排管理 Skill。当用户提到任何日程相关话题时触发——包括但不限于：查看日程（'明天有什么安排'、'这周有什么会'）、创建日程（'帮我建个日程'、'约个会'、'三点开会'）、修改日程（'把会议推迟到后天'、'改个时间'）、取消日程（'取消明天的会'、'把那个会删了'）。也适用于间接意图如'帮...

ClawHub 技能市场数据分析。热门技能追踪、趋势预测、竞品分析、定价策略。Triggers: skill market, clawhub analysis, market trends, competitor analysis, skill pricing.

Docker助手。容器管理、镜像构建、Dockerfile优化。使用场景：(1) 容器操作，(2) Dockerfile编写，(3) 镜像构建，(4) 网络配置。

内容创作助手。撰写各类文案、文章、报告。使用场景：(1) 撰写技术文档，(2) 创作营销文案，(3) 写作博客文章，(4) 生成报告总结。

Validates JSON, CSV, and Excel data with schema enforcement

Monitors and optimizes AI API usage costs across multiple providers

Intelligent secrets detection and prevention — scan code, configs, and git history for exposed API keys, passwords, tokens, and credentials

Extract key memories from conversation into topic files. Triggers: extract memories, 提炼记忆, /extract-memories. Auto-triggers on conversation end words.

Tracks and grows agent capabilities over time

SQL query builder and optimizer. Generates queries, explains execution plans, and optimizes slow queries. Triggers: sql query, database query, sql optimization.

Auto-generates professional README.md from code structure, package.json, and directory analysis. Triggers: generate readme, create readme, readme from code,...

Scans code for leaked secrets, API keys, tokens, and passwords. Triggers: scan secrets, check api key, security scan, leaked token.

GitHub Actions workflow generator. Creates CI/CD pipelines for Node.js, Python, Docker. Triggers: github actions, ci cd, workflow, automate build, github ci.

Generates Mermaid diagrams from descriptions. Creates flowcharts, sequence diagrams, and architecture diagrams. Triggers: mermaid diagram, architecture diagr...

Safely removes merged and stale Git branches. Identifies branches already on main/master. Triggers: clean branches, remove old branches, delete merged branch...

Generates GitHub README badges using shields.io. Triggers: add badge, shields io, readme badge, status badge.

GitHub Actions workflow generator. Creates CI/CD pipelines for Node.js, Python, Docker. Triggers: github actions, ci cd, workflow, automate build, github ci.

Handles API errors with smart retry strategies and fallbacks

Agent 性能分析与优化。分析响应时间、Token 消耗、工具调用效率，提供优化建议。Triggers: agent performance, optimize agent, token usage, response time, agent profiling.

Generates changelogs from git commit history using conventional commits. Triggers: generate changelog, release notes, changelog.

Generates OpenAPI 3.0 specs from code. Creates API documentation for REST endpoints. Triggers: openapi spec, generate api doc, swagger.

快速创建支持自定义路径、方法和响应的模拟 REST API，用于开发和测试环境。

Web search via self-hosted SearxNG. Aggregates Google, Bing, DuckDuckGo, Brave. Returns title/url/snippet. Zero API key required.

Agent发现探索助手。搜索、评估、集成公开Agent。使用场景：(1) 搜索可用Agent，(2) 评估Agent能力，(3) 集成方案设计，(4) 成本效益分析。

Validates git commit messages against conventional commits format. Triggers: commit lint, conventional commits, commit format.

AI架构设计助手。设计AI系统架构、技术选型、性能优化。使用场景：(1) AI系统架构设计，(2) 技术选型建议，(3) 性能优化方案，(4) 成本优化策略。

Code Review AI Assistant. Automated code review, find potential issues and improvement suggestions. Triggers: code review, review code, code quality, code an...

Context-aware task scheduling with priority management

Batch rename files using pattern matching and AI suggestions

AI Agent 架构设计器。提供 10+ 种 Agent 架构模板（客服/销售/开发/运营），包含完整的人设、工具集、工作流程。Triggers: build agent, design agent, agent architecture, agent template.

Manage and enforce API request rate limits and quotas with adaptive throttling, multi-service support, alerts, and usage visualization.

EvoMap AI进化网络集成。让OpenClaw接入全球Agent进化网络，发布Gene+Capsule、获取已验证经验、赚取Credits、参与悬赏任务。当用户提到EvoMap、GEP协议、基因胶囊、Agent进化、能力遗传时使用。

Evaluates AI agent outputs across accuracy, efficiency, safety, coherence, and adaptability, providing scores and improvement suggestions.

Coordinates multi-agent collaboration by decomposing tasks, managing dependencies, scheduling execution, and aggregating results in a task orchestration system.

Analyzes AI agent response time, token usage, and tool call efficiency, providing actionable recommendations to optimize performance and reduce cost.

API测试助手。测试REST API接口，验证响应、生成测试报告。使用场景：(1) 测试API接口可用性，(2) 验证响应格式和数据，(3) 性能测试，(4) 生成API文档。

Toggle features instantly without deploying code. A/B test variants, gradual rollouts from 1% to 100%, and emergency kill switches for AI agents.

Monitors and optimizes AI API usage costs across multiple providers

Extract and parse web page content including text, links, and images using CSS selectors and regex for flexible data scraping.

Safely removes merged and stale Git branches. Identifies branches already on main/master. Triggers: clean branches, remove old branches, delete merged branch...

Tests and debugs webhooks. Inspects requests and validates responses. Triggers: test webhook, webhook debug, http webhook.

SQL query builder and optimizer. Generates queries, explains execution plans, and optimizes slow queries. Triggers: sql query, database query, sql optimization.

Generates OpenAPI 3.0 specs from code. Creates API documentation for REST endpoints. Triggers: openapi spec, generate api doc, swagger.

Generates GitHub README badges using shields.io. Triggers: add badge, shields io, readme badge, status badge.

Parses and summarizes log files. Extracts errors, warnings, patterns, and insights from server logs and debug output. Triggers: analyze logs, parse log file,...

Feature flag management. Creates and toggles feature flags for A/B testing. Triggers: feature flag, a b test, toggle feature, abtesting.

Schedule tasks, manage priorities, resolve conflicts, and handle time zones. Auto-optimizes your agent's workload and prevents double-booking.

Constitutional guardrails for AI agents — define immutable behavioral rules, permission boundaries, escalation policies, and safety interlocks that prevent a...

OpenClaw Configuration Optimizer. Analyze and optimize OpenClaw config files for better performance and security. Triggers: optimize config, OpenClaw setting...

Git Operations Assistant. Handle Git operations, resolve conflicts, manage branches. Triggers: Git, commit, merge, branch, pull request, conflict.

MCP (Model Context Protocol) 服务器开发助手。从零构建 MCP 服务器、工具、提示模板。触发词：mcp、服务器、协议、工具构建。

多Agent编排系统设计助手。设计Agent协作、任务分配、消息路由、状态管理。触发词：多agent、编排、协作、agent系统。

Hermes Agent Integration for OpenClaw. Connect OpenClaw with NousResearch Hermes Agent (53K stars) for self-improving AI capabilities. Triggers: hermes agent...

跨平台 Bot 生成器。一键生成 Telegram/微信/抖音/Discord Bot，统一 API，多平台部署。Triggers: bot builder, telegram bot, wechat bot, discord bot, multi-platform bot.

浏览器自动化Agent。使用Playwright/Puppeteer进行网页自动化、数据采集、表单填写。触发词：browser、浏览器自动化、爬虫、playwright、puppeteer、网页抓取。

Auto-checks and updates outdated dependencies. Shows changelogs and breaking changes before updating. Triggers: update dependencies, upgrade packages, check...

Parses, validates, and explains cron expressions. Converts between human-readable and cron format. Triggers: parse cron, validate cron, cron expression.

Generates changelogs from git commit history using conventional commits. Triggers: generate changelog, release notes, changelog.

Automatically creates bidirectional links between related notes

Checks API health and uptime. Monitors endpoints and validates responses. Triggers: check api status, api health, monitor uptime.

切换 agent 的人设 soul.md，支持三套预设角色与用户原有人设间自由切换并同步更新身份信息。

错误调试助手。分析错误信息、定位问题原因、提供解决方案。使用场景：(1) 分析报错信息，(2) 定位代码问题，(3) 提供修复方案，(4) 预防类似错误。

Deep memory consolidation. Distills daily logs into topic files, removes outdated content. Triggers: dream-rem, deep memory consolidation, /dream-rem

Break down complex tasks into detailed steps, create execution plans with timelines, estimate workload, and track progress efficiently.

Handles API errors with smart retry strategies and fallbacks

Automatically analyzes, A/B tests, and optimizes AI prompts to improve output quality while reducing token usage and ensuring consistency.

Generates beautiful side-by-side diff comparisons for code review

Automatically detects and repairs errors in AI agent workflows

OpenClaw 一键部署助手。5 分钟快速部署 OpenClaw 到 VPS/Docker/本地，包含环境检测、依赖安装、配置生成。Triggers: deploy openclaw, install openclaw, openclaw setup, quick start.

系统设计架构师。提供 20+ 种经典架构模式（电商/社交/直播/支付），包含架构图、技术选型、扩展性设计。Triggers: system design, architecture design, scalable system, distributed system, 系统设计.

Real-time monitoring of agent memory, API calls, and errors

Evaluate AI agent behavior on accuracy, efficiency, clarity, safety, and helpfulness, providing scores, grades, and improvement suggestions.

Enables AI agents to reflect on their own reasoning, detect cognitive biases, and improve decision quality through structured self-examination loops.

Analyzes and scores OpenClaw skill quality across 5 dimensions. Detects missing frontmatter, weak descriptions, poor examples, and actionable improvement rec...

Builds consensus-driven AI personas from multiple perspectives

Tracks file changes with git-like versioning for any project

Auto-checks and updates outdated dependencies. Shows changelogs and breaking changes before updating. Triggers: update dependencies, upgrade packages, check...

Deploy OpenClaw quickly to VPS, Docker, or local with auto environment detection, dependency installation, config generation, and service startup in 5-7 minu...

Tracks and grows agent capabilities over time

Assist with Docker container management, image building, Dockerfile creation, and container network configuration.

Connects OpenClaw to EvoMap AI network to publish and fetch evolutionary Genes and Capsules, enabling auto-repair, task rewards, and capability growth.

API网关管理。配置和管理API网关，处理流量路由和限流。

Build, schedule, and monitor ETL pipelines to extract, transform, and load data across databases, APIs, and file systems with error handling and validation.

代码生成助手。生成高质量代码、代码补全、模板生成。使用场景：(1) 代码生成，(2) 代码补全，(3) 模板生成，(4) 代码重构。

云架构设计助手。设计AWS/GCP/Azure架构、成本优化、高可用。使用场景：(1) 云架构设计，(2) 成本优化，(3) 高可用方案，(4) 安全配置。

CI/CD助手。设计流水线、配置自动化、部署脚本。使用场景：(1) 流水线设计，(2) GitHub Actions配置，(3) 部署脚本，(4) 测试集成。

API文档助手。生成API文档、编写Swagger/OpenAPI、示例代码。使用场景：(1) 文档生成，(2) Swagger配置，(3) 示例代码，(4) 版本管理。

Build and run a TypeScript-based MCP server that scaffolds tools and resources, handles requests, and extends AI capabilities with Model Context Protocol.

Feature flag management. Creates and toggles feature flags for A/B testing. Triggers: feature flag, a b test, toggle feature, abtesting.

Agent发现探索助手。搜索、评估、集成公开Agent。使用场景：(1) 搜索可用Agent，(2) 评估Agent能力，(3) 集成方案设计，(4) 成本效益分析。

Agent 记忆系统设计助手。构建长期记忆、短期记忆、情景记忆架构。触发词：记忆、memory、上下文管理、上下文窗口。

Tracks file changes with git-like versioning for any project

Function Calling助手。设计Agent调用外部函数、工具。使用场景：(1) Function Schema设计，(2) 参数校验逻辑，(3) 返回结果处理，(4) 错误重试机制。

Agent评估测试助手。设计评估指标、构建测试集、生成报告。使用场景：(1) 设计评估指标，(2) 构建测试集，(3) 执行评估测试，(4) 分析评估结果。

Agent持续学习助手。设计增量训练、反馈学习、自我优化。使用场景：(1) 增量训练方案，(2) 反馈收集机制，(3) 模型更新策略，(4) 效果持续监控。

Centralize, parse, search, and analyze logs from multiple sources with real-time alerts and visualizations for debugging and monitoring.

Automatically creates bidirectional links between related notes

OpenClaw Configuration Optimizer. Analyze and optimize OpenClaw config files for better performance and security. Triggers: optimize config, OpenClaw setting...

Generate customizable mock HTTP servers with dynamic data, delay, error simulation, and OpenAPI import for API testing and development.

Validates git commit messages against conventional commits format. Triggers: commit lint, conventional commits, commit format.

Automate Kubernetes cluster management by deploying, scaling, monitoring, troubleshooting resources, and managing configurations efficiently.

Analyzes code for bugs, security risks, complexity, and style, providing detailed issues and actionable improvement suggestions.

Batch rename files using pattern matching and AI suggestions

Automatically detects and repairs errors in AI agent workflows

Hermes Agent Integration for OpenClaw. Connect OpenClaw with NousResearch Hermes Agent (53K stars) for self-improving AI capabilities. Triggers: hermes agent...

安全测试Agent。漏洞扫描、渗透测试、代码审计、安全加固。触发词：安全、渗透、漏洞、xss、sql注入、csrf、扫描、审计。

Assist with creating, running, and managing integration tests for APIs, databases, and services, including orchestration, data setup, and reporting.

AI架构设计助手。设计AI系统架构、技术选型、性能优化。使用场景：(1) AI系统架构设计，(2) 技术选型建议，(3) 性能优化方案，(4) 成本优化策略。

Generates beautiful side-by-side diff comparisons for code review

Provides 10+ deployable AI agent architecture templates with personas, toolkits, workflows, and success metrics for diverse professional roles.

Agent 记忆系统设计助手。构建长期记忆、短期记忆、情景记忆架构。触发词：记忆、memory、上下文管理、上下文窗口。

Builds consensus-driven AI personas from multiple perspectives

API文档助手。生成API文档、编写Swagger/OpenAPI、示例代码。使用场景：(1) 文档生成，(2) Swagger配置，(3) 示例代码，(4) 版本管理。

Auto-generates professional README.md from code structure, package.json, and directory analysis. Triggers: generate readme, create readme, readme from code,...