Everything in the catalog

Message an agent's parent, siblings, or direct children through the daemon.

Read-only roster and observation of an agent's parent, siblings, and direct children.

Use external MCP services generically from Python - search the supported-service catalog, inspect the user's connections, discover live tool schemas, and call…

Search Google via the Serper API.

Hugging Face Hub CLI (`hf`) for downloading, uploading, and managing models, datasets, spaces, buckets, repos, papers, jobs, and more on the Hugging Face Hub.

Post-train LLMs with TRL (Transformers Reinforcement Learning) — SFT, DPO, GRPO, KTO, and reward-model training.

创建 lark-cli 的自定义 Skill。当用户需要把飞书 API 操作封装成可复用的 Skill（包装原子 API 或编排多步流程）时使用。

会议纪要整理工作流：汇总指定时间范围内的会议纪要并生成结构化报告。当用户需要整理会议纪要、生成会议周报、回顾一段时间内的会议内容时使用。

日程待办摘要：编排 calendar +agenda 和 task +get-my-tasks，生成指定日期的日程与未完成任务摘要。适用于了解今天/明天/本周的安排。

A.I.G Scanner — AI security scanning for infrastructure, AI tools / skills, AI Agents, and LLM jailbreak evaluation via Tencent Zhuque Lab AI-Infra-Guard.

Search, read, and query research papers via Feynman's alphaXiv-backed alpha tools.

Execute research code inside isolated Docker containers for safe replication, experiments, and benchmarks.

Explain research, papers, or technical ideas in plain English with minimal jargon, concrete analogies, and clear takeaways.

Comprehensive SEO analysis for any website or business type.

Audit and fix agent readiness: the Lighthouse Agentic Browsing fraction, accessibility tree for agents, robots.txt and Content-Signal for AI agents, WAF…

Live SEO data via DataForSEO MCP server: SERP analysis, keyword research (volume, difficulty, intent, trends), backlink profiles, on-page analysis, competitor…

SEO drift monitoring: capture baselines of SEO-critical elements, detect changes, and track regressions over time.

FLOW framework integration: evidence-led SEO using the Find → Leverage → Optimize → Win loop.

Audit and improve content for AI Overviews and answer engines, including citability, entity clarity, crawler access, brand signals, and passage structure.

Google SEO APIs: Search Console (Search Analytics, URL Inspection, Sitemaps), PageSpeed Insights v5, CrUX field data with 25-week history, Indexing API v3…

Hreflang and international SEO audit, validation, and generation.

Diagnose search-experience and intent mismatches using SERP page types, user stories, and persona scoring.

Audit technical SEO across crawlability, indexability, security, URLs, mobile, Core Web Vitals, rendering, structured data, and IndexNow.

当用户希望将任务交给员工或协作者并跟进结果时，结合本地人员资料选择负责人，写清要求、协商工期、提供帮助并验收汇报；有飞书 CLI 时派单、读取回填和回复，缺少工具或权限时交付可转发文字。支持事件队列与可配置 Agent 接入，不承担招聘、绩效排名或惩罚。