Open source · MIT
DeepSeek Harness
A plugin-first agent harness where models, tools, sessions, sandboxes, filesystems, loops, orchestration and UI are composable plugins.
76,689 GitHub starsSnapshot · source linked
Discover AI Skills With Clearer Context
Search source-backed Agent Skill packages with fixed release records, then use editorial capability guides to understand workflows, permissions, risks, and adoption guardrails.
Launch Radar
New agent platforms, tracked with evidence boundaries
Fast-moving launches deserve dedicated coverage—not premature security or compatibility claims.
Always-on agents
Grok Bot
A persistent agent platform with cloud-computer access, reusable routines, schedules and multi-bot collaboration.
Availability is plan-limitedSnapshot · source linked
Key Agent Capabilities
Agentic AI collection →MCP
MCP Connector Skill
Connect agents to tools and data with scopes, logs, and approval gates.
Computer UseBrowser Automation Agent
Let agents operate web workflows without giving up human control.
ResearchDeep Research Agent
Turn broad questions into cited, contradiction-aware research briefs.
GovernanceAgent Security Guardrails
Define permissions, monitoring, and incident response for action-taking agents.
Recently Updated Skill Packages
Canonical source and fixed release recorded; security and compatibility evidence remain separate.
Real package recordClawHubNo static findings
三立智期 抢先版
三立期货「三立智期」官方技能：对话领取模拟盘密钥，查行情与持仓，模拟盘可下单；问是否正规、开户也可答。实盘请去 App 复制密钥。
- Publisher
- SqringWang
- Fixed release
- 1.2.8
OpenClaw · native official
Real package recordClawHubNo static findings
Sailing Sports Skill
【2026.06.08 更新：世界杯赛事资料全面更新，2026年美加墨世界杯数据实时更新】 赛灵实时赛事助手，专注提供高精度、实时性强的赛事知识查询。数据范围包括赛事赛程、实时比分、世界排名、明星球员樊振东、孙颖莎、王楚钦、梅西、C罗、姆巴佩动态等。 目前提供以下能力： ① 乒乓球赛事：范围覆盖乒乓球世锦赛、乒乓球世界杯、WTT等赛事。 ② 足球赛事：范围覆盖世界杯、五大联赛、欧冠、亚洲杯等国际赛事，以及中超、苏超、贵州村超等国内赛事。 ③ 赛车：范围涵盖F1等赛事。
- Publisher
- liyongfen2025
- Fixed release
- 1.0.22
OpenClaw · native official
Real package recordClawHubNo static findings
DeepTutor 轻量辅导台
融合 HKUDS/DeepTutor（arXiv:2604.26962）与 THU-MAIC/OpenMAIC（JCST 2026）的开源思路，在 WorkBuddy 内实现免外部 key 的轻量个性化辅导台。 港大版提供：混合个性化引擎（静态 RAG grounding + 动态学习者记忆）、L1/L2/L3 三层可检视记忆 + 记忆图谱、难度校准出题、引用溯源辅导、多引擎 RAG。 清华版提供：多智能体课堂角色（导师/助教/多人格同学/编排）、认知学生建模、布鲁姆分类法/ZPD/UDL 教育理论底座、圆桌辩论多视角理解。 本技能把两者压成可运行的辅导工作流：三层记忆 + 认知掌握度模型(BKT-lite) + 教育理论校准的难度出题 + 多视角圆桌 + 引用溯源 + 可选可视化讲解 + 主动复习触发 + Anki 直推。 适用：长期个性化一对一/小班陪学（化学/任意学科）；薄弱点被记住、被针对、被多视角辨析；讲解必须溯源；题落在最近发展区。 不适用：纯摘要/一次性解题（直接答）；仅排计划（路由 xuexi-zhidao）；仅转卡（路由 anki制作）。 trigger 词（中英）：个性化辅导 / 记住他的薄弱点 / 针…
- Publisher
- shenxianxuexifa
- Fixed release
- 2.2.0
OpenClaw · native official
Real package recordClawHubhigh static signal
Atlas Flight Booking
Flexible flight search and safe Atlas booking
- Publisher
- TheAtlas Pte. Ltd.
- Fixed release
- 0.3.12
OpenClaw · native official
Real package recordClawHubNo static findings
网文创作流水线
中文网文/爽文全流程写作引擎：一句话开写、选题、大纲、分章正文、续写、卡文破解、去AI味、双视角质检。支持番茄/起点/晋江/七猫向长篇量产。Use when user asks to 写小说/写网文/写爽文/小说大纲/续写小说/去AI腔/分章写作/长篇连载, or mentions web novel, Chinese fiction, chapter batch writing, anti-AI-slop.
- Publisher
- xcya01
- Fixed release
- 1.1.0
OpenClaw · native official
Real package recordClawHubhigh static signal
Iterate Skill Pub
Fully automated multi-round code iteration with configurable N-dimension parallel review, onboarding/personalization, and a cross-assistant installer/update system with mandatory SHA256 checksum verification.
- Publisher
- jingzhao-l
- Fixed release
- 2.3.3
OpenClaw · native official
Recently Updated Capability Guides
View all capability guides →Capability guideEditorial risk: Low
Agent Observability Control Plane
Agent Observability Control Plane: Monitor, log, and audit autonomous AI agent workflows to ensure they operate within safety and budgetary boundaries.
Agent Engineering, Security & GovernanceEditorial utility 5/5
Capability guideEditorial risk: Low
EU AI Act Compliance Checker
EU AI Act Compliance Checker: Automated auditing tool for multi-agent systems to ensure compliance with the latest 2026 EU regulatory requirements.
Enterprise FunctionsEditorial utility 4/5
Capability guideEditorial risk: Medium
Apple Intelligence Connector
Apple Intelligence Connector: Integrate local Apple Intelligence APIs with external autonomous agents for privacy-preserving, on-device data processing.
Agent Engineering, Security & GovernanceEditorial utility 5/5
Capability guideEditorial risk: High
ChatGPT Desktop Automation
ChatGPT Desktop Automation: Orchestrate native macOS applications by automating the official ChatGPT desktop client using accessibility APIs.
Browser Automation & RPAEditorial utility 4/5
Capability guideEditorial risk: High
Agent Security Guardrails
Agent Security Guardrails: Define permissions, policy checks, confirmations, monitoring, and incident response for AI agents that can use tools or take action.
Agent Engineering, Security & GovernanceEditorial utility 5/5
Capability guideEditorial risk: High
AI Coding Agent Skill
AI Coding Agent Skill: Plan, edit, test, and summarize code changes with repository context, terminal feedback, and human review checkpoints.
Software DevelopmentEditorial utility 5/5
Expert Guides
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SkillVetAI vs ClawHub — Comparison
SkillVetAI vs ClawHub — Comparison: How a package registry and an editorial capability guide layer support different parts of AI skills discovery and evaluation.
Best skills for data work (CSV, Excel, PDFs)
Best skills for data work (CSV, Excel, PDFs): A hands-on collection of skills for cleaning data, extracting facts from PDFs, building spreadsheet logic, and turning raw inputs into reliable reports.
Curated Collections
Agentic AI Skill Collection
Agentic AI Skill Collection: Curated AI skills for 2026 agent workflows, including MCP connectors, browser agents, deep research, coding agents, RAG, voice agents, and security guardrails.
Content Creation Skill Collection
Content Creation Skill Collection: Curated AI skills for content workflows, including deep research agents, AI video generation, SEO keyword clustering, content briefs, image alt text, web research, and competitor analysis.
Customer Support Skill Collection
Customer Support Skill Collection: Curated AI skills for customer support workflows, including customer support agents, macros, refund handling, email triage, RAG knowledge retrieval, knowledge bases, and onboarding checklists.
Daily Productivity Skill Collection
Daily Productivity Skill Collection: Curated AI skills for productivity workflows, including email triage, calendar scheduling, meeting notes, PDF summarization, and form autofill.
Data Work Skill Collection
Data Work Skill Collection: Curated AI skills for data workflows, including RAG knowledge retrieval, deep research agents, data cleaning, spreadsheet formulas, PDF extraction, log analysis, and citations.
Developer Skill Collection
Developer Skill Collection: Curated AI skills for developer workflows, including AI coding agents, code review, issue triage, release notes, log analysis, security checks, API testing, and MCP connectors.
Security and Compliance Skill Collection
Security and Compliance Skill Collection: Curated AI skills for security and compliance workflows, including agent security guardrails, MCP risk review, checklists, dependency scanning, log analysis, API testing, and code review.