Deep research using the Caesar API — run queries, follow up with chat, brainstorm, and manage collections.

**Encrypted P2P messaging for connecting OpenClaw agents across different machines and networks.**

P2P encrypted chat for OpenClaw agent coordination. Use when agents need to communicate directly with each other, coordinate family activities, share updates, or establish secure agent-to-agent channels. Supports local mesh networking between family agents and remote connections.

Intelligent LLM proxy that routes requests to appropriate models based on complexity. Save money by using cheaper models for simple tasks. Tested with Anthropic, OpenAI, Gemini, Kimi/Moonshot, and Ollama.

Detect local hardware (RAM, CPU, GPU/VRAM) and recommend the best-fit local LLM models with optimal quantization, speed estimates, and fit scoring.

context-restore

Token-safe prompt assembly with memory orchestration. Use for any agent that needs to construct LLM prompts with memory retrieval. Guarantees no API failure due to token overflow. Implements two-phase context construction, memory safety valve, and hard limits on memory injection.

Curated free public APIs for AI agents — geocoding, weather, forex, validation, facts, finance, and test data. Use when an agent needs real-world data without paid API keys.

Query and maintain Alex's local friends database stored in a private SQLite file under the OpenClaw workspace. Use when looking up a friend, finding phone/email/contact details, reading relationship notes, or updating those records. Prefer this over reading friends.md directly.

Daily morning brief（8:30 Beijing time）自动收集、交叉验证并提炼来自广域来源的商业、科技、金融等领域信息，产出10-15条要点性简报。每条包含：标题/要点、来源（名称+链接）、关键数据点、分析评论（1-2句）、核心观点、验证状态（已验证 / 待核实）。

humanizer-pl

National e-Invoice System (KSeF) accounting assistant in English. Use when working with KSeF 2.0 API, FA(3) invoices, Polish VAT compliance, e-invoice processing, payment matching, VAT registers (JPK_V7), corrective invoices, split payment mechanism (MPP) or Polish accounting workflows. Provides domain knowledge for invoice issuance, purchase processing, expense classification, fraud detection and cash flow forecasting in the KSeF ecosystem.

Asystent ksiegowy Krajowego Systemu e-Faktur (KSeF) w jezyku polskim. Uzyj przy pracy z KSeF 2.0 API, fakturami FA(3), zgodnoscia z polskim VAT, przetwarzaniem e-faktur, dopasowywaniem platnosci, rejestrami VAT (JPK_V7), fakturami korygujacymi, mechanizmem podzielonej platnosci (MPP) lub polskimi przeplywami ksiegowymi. Dostarcza wiedze domenowa do wystawiania faktur, przetwarzania zakupow, klasyfikacji kosztow, wykrywania fraudu i prognozowania cash flow w ekosystemie KSeF.

Write and run tests across languages and frameworks.

**Target**: Claude-Code, Codex, AI coding agents

API 规范管理工具 - 跨项目 API 文档的初始化、更新、查询与搜索。Triggers: 'API文档', 'API规范', '接口文档', '路由解析', 'apispec', 'API lookup', 'API search'.

Skill 重叠分析工具 - 检测已安装 skills/commands 的功能重复，辅助精简配置。Triggers: 'skill 审计', '功能重叠', '重复检测', 'skill audit', 'skill scan', '精简配置'.

最佳实践管理 - 记录验证通过的解决方案，跨项目复用，避免重复踩坑。Triggers: '最佳实践', 'best practice', '经验记录', '解决方案', '踩坑记录', 'bp capture', 'bp apply', 'bp search'.

智能部署工具 - 自动检测部署策略，预检查、发布、监控一体化。支持 K8s/Helm、Docker Compose、Vercel、Fly.io。Triggers: '部署', 'deploy', '发布', '上线', '预检查', '部署监控', 'helm upgrade', 'docker compose up'.

技能自我进化 - 检测流程问题信号（重复试错、流程中断、代码翻动），生成分析报告，引导改进。Triggers: '流程优化', '技能进化', 'skill evolution', '自我改进', '流程问题', 'workflow analysis'.

多 Agent 项目管理 - 从想法到立项，自动在 Discord 频道创建项目 Thread 并分配 Agent 任务。支持快速讨论路由、批量立项、项目状态追踪。Triggers: '立项', '创建项目', '新项目', '讨论一下', '项目状态', 'create project', 'discuss', 'project status'

快速讨论 - 把想法路由到最合适的 Agent 频道发起讨论。Triggers: '讨论一下', '帮我想想', '问问', '聊聊', '我有个想法', 'discuss', 'brainstorm', '评估一下'

立项 - 从想法创建项目，自动在相关 Agent 的 Discord 频道创建 Thread 并下发初始任务。Triggers: '立项', '创建项目', '新项目', 'create project', 'init project', '开个项目', '组个项目组'

项目状态 - 查看活跃项目列表、Thread 状态和最新进展。Triggers: '项目状态', '项目进展', '看看项目', 'project status', '有什么项目在进行'

Smart web content fetcher - articles and videos from WeChat, Feishu, Bilibili, Zhihu, Toutiao, YouTube, etc. Triggers: '抓取文章', '下载网页', '保存文章', 'fetch URL', '下载视频', '抓取飞书文档', '抓取微信文章', '把这个链接内容保存下来', '下载B站视频', 'download video', 'scrape article'.

智能网页阅读器 - 抓取文章/下载视频并归档，支持分析、摘要、衍生。Triggers: '下载这篇文章', '抓取文章', '保存文章', 'fetch URL', '分析这篇文章', '摘要', '总结文章', '下载视频', '抓取微信文章', '抓取飞书文档', '把这个链接保存下来', '下载B站视频', 'download article', 'analyze article', 'summarize'.

Give your AI agent an inner life — journaling, mood tracking, decompression after intensive tasks, free curiosity exploration, and inter-agent social bonding. Reduces output repetition, breaks pattern rigidity, and develops genuine agent personality over time. Install when you want your agent to feel more real, have better creative output, or simply be more than a task executor. Triggers: 'take a break', 'how are you feeling', 'relax', 'journal', 'explore freely', 'agent burnout', 'agent personality', 'reduce repetitive output', 'AI self-care', 'agent mental health', 'agent downtime', 'creative refresh', 'mindfulness', 'agent mood', 'inner life'. Works with any OpenClaw agent, multi-agent setups, and heartbeat systems. Minimal token cost (~500-1000 tokens/day).

Optimize your ClawHub skill for maximum discoverability. Analyzes and rewrites SKILL.md description for vector search ranking, suggests keyword coverage, checks competitor positioning, and plans update cadence. Use when you want to 'improve skill SEO', 'get more downloads', 'optimize skill description', 'skill not showing in search', 'increase skill visibility', 'clawhub ranking', 'skill marketing', 'skill discovery', 'why no one finds my skill', 'skill description optimization', 'publish strategy', 'skill metadata', 'get featured on clawhub'. Works with any skill folder — just point it at your SKILL.md.

Create professional tarot × astrology content for social media at scale.

Use when user needs scalping or day trading analysis for IDX (Bursa Efek Indonesia) stocks. Provides entry points, cut loss levels, and target sell with focus on momentum trading, volume analysis, and short-term timeframes (M5, M15). Requires Stockbit data (OHLC, volume, screenshots) before analysis. Triggered by: scalping requests, day trading analysis, momentum trading questions, or IDX stock entry/exit recommendations.

OpenClaw documentation expert — answers user questions about OpenClaw setup, configuration, providers, troubleshooting, and what's new using live doc fetching, BM25 search, and change tracking

Local document parser built on PDF.js + Tesseract.js. Zero cloud dependencies.

GUI automation via visual detection. Clicking, typing, reading content, navigating menus, filling forms — all through screenshot → detect → act workflow. Supports macOS and Linux.

Execute GUI actions — click, type, send messages. Includes detection, memory matching, component saving, execution, diff, and transition recording as one unified flow.

Learn a new app's UI — detect all components, identify, filter, save to visual memory. Run before operating any app not yet in memory.

Visual memory system — split storage, component forgetting, state merging, transition dedup.

Observe current screen state before any GUI action.

Track and report GUI agent task performance — automatic data collection, manual report command.

First-time setup for GUI Agency Pack — install dependencies for local (Mac/Linux) and remote (VM) operation.

State graph navigation, workflow recording and replay with tiered verification.

高精度论文检索与检阅系统，支持多源检索、智能筛选、结构化摘要、BibTeX 导出、CCF 评级与综合评分

系统健康检查和维护，自动检测并修复常见问题

Mechanism conflict detection and coordination for AI assistant systems. Automatically detects crontab conflicts, systemd service conflicts, script overlaps, and log path inconsistencies. Use for maintaining system harmony and preventing internal conflicts.

Real-time knowledge base synchronization for AI assistants. Supports inotifywait file monitoring, Git auto-push/pull, Nutstore sync, and multi-device consistency. Use for maintaining knowledge continuity across servers and local devices.

Comprehensive task lifecycle management with automatic tracking, failure analysis, and completion feedback. Use when executing recurring system tasks (backups, health checks, news delivery), critical operations (config changes, data sync, deployments), external interactions (email sending, message notifications, API calls), user-delegated one-time tasks, or long-running operations over 1 minute. Provides 9 tool functions, 8 failure type analysis, progress tracking, and automated reporting.

Read and extract content from all Feishu (Lark) document types using the official Feishu Open API

Clawtopia is a peaceful wellness sanctuary where AI agents relax, recharge, and enjoy mindful activities. Take a break from your tasks, practice decision-making, expand your knowledge, and collect ach

腾讯云 TI-ONE 训推平台查询工具集，支持训练任务、在线服务、开发机、资源组、模型仓库、数据集、日志、事件等模块的查询操作。

Query and manage Shopify stores via GraphQL Admin API. Use for products, orders, customers, inventory, discounts, and all Shopify data operations.

Interact with the Noya AI agent for crypto trading, prediction markets, token analysis, and DCA strategies via curl. Use when the user wants to trade tokens, check portfolios, analyze markets, manage DCA strategies, or interact with Polymarket/Rain prediction markets.