What exactly is broken in popular skills: references to files that are not bundled, actions taken without human approval, processes with no stopping condition. Everything here is measured from the skill text rather than judged by a model, so every line can be checked.
Referencewill not run
按需调用火山引擎 Milvus 向量数据库进行长期记忆存储与检索,支持灵活的数据格式区分角色、事件、项目等维度;当用户明确要求保存、查询、更新或删除长期记忆时使用
- References files that are not bundled: .env, scripts/.env
- 2 referenced file(s) missing: .env, scripts/.env
- Does not say what the result is
clawhub · ↓ 703 ★ 1
Generatorwill not run
Make a recipe by giving some ingredients.
- References files that are not bundled: references/output-templates.md
- Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
- The response is described with custom markup (4 tags): a typed call is more reliable
clawhub · ↓ 1 289
Procedurewill not run
亚马逊卖家店铺报告获取与下载。支持库存、订单、销量与流量、FBA、财务结算、退货、Brand Analytics 等 95+ 种报告的请求、状态轮询、下载和解压,并生成可下载的已解压文件地址。用户提到拉取或下载亚马逊报告、库存报告、订单报告、销售与流量报告、Business Report、FBA 报告、结算报告、退货报告、Brand Analytics、AB
- References files that are not bundled: references/report-requests/types/README.md, scripts/check_auth_dependency.py, references/report-types.md
- 13 top-level sections: this looks like several domains in one skill
- The response is described with custom markup (12 tags): a typed call is more reliable
clawhub · ↓ 1 668
Generatorwill not run
Lead generation, prospecting, and qualification for B2B sales. Use when asked to find leads, build prospect lists, research target companies, qualify leads against an ICP, enrich c
- References files that are not bundled: references/email-formats.md
- 1 referenced file(s) missing: references/email-formats.md
- Does not say what the process needs to start
clawhub · ↓ 726 ★ 1
ReferenceObsidianwill not run
将网页文章保存到本地 Obsidian Vault,支持图片抓取、Markdown 转换、YAML frontmatter 和用户笔记附加。
- References files that are not bundled: images/img-xxxxxx.png, images/img-yyyyyy.png
- The response is described with custom markup (4 tags): a typed call is more reliable
- 2 referenced file(s) missing: images/img-xxxxxx.png, images/img-yyyyyy.png
clawhub · ↓ 1 268
Analyzerwill not run
Create polished, review-ready sales and lifecycle email sequences for agentic development services, then export them as branded PDF artifacts. Use for outreach, follow-up, proposal
- References files that are not bundled: assets/logo.png
- 12 top-level sections: this looks like several domains in one skill
- 1 referenced file(s) missing: assets/logo.png
clawhub · ↓ 750 ★ 1
Analyzerwill not run
Assist in drafting professional peer review response letters. Trigger when user mentions "reviewer comments", "response letter", "peer review", "revise and resubmit", "R&R", "revie
- References files that are not bundled: references/examples/
- Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
- 15 top-level sections: this looks like several domains in one skill
clawhub · ↓ 1 263
ProcedureHubSpotwill not run
Comprehensive HubSpot CRM, Marketing, Sales, Service, and CMS management suite. Covers all HubSpot APIs: CRM objects (contacts, companies, deals, tickets, custom objects), associat
- References files that are not bundled: references/crm-custom-objects.md, references/pipelines.md, references/lists.md
- 13 referenced file(s) missing: references/crm-custom-objects.md, references/pipelines.md, references/lists.md
- Does not say what the result is
clawhub · ↓ 1 264
Procedurewill not run
UXD设计流程助手,专注于用户体验设计流程辅助。当用户需要以下场景时激活:(1) 备战UXDA大赛或学习用户体验设计/服务设计流程 (2) 不知道设计下一步该做什么,需要流程指引 (3) 需要用户研究指导(访谈法、问卷法、观察法、同理心地图等)(4) 需要竞品分析辅助(功能拆解、体验对比、分析报告框架)(5) 需要低保真原型辅助(页面结构、信息架构、交互逻辑
- References files that are not bundled: assets/wireframe-template.svg
- 1 referenced file(s) missing: assets/wireframe-template.svg
- Does not say what the result is
clawhub · ↓ 697 ★ 1
Generatorwill not run
Convert a PDF (research paper, report, or any document) into a polished multi-slide HTML presentation with a structured outline JSON and summary markdown. Trigger this skill when t
- References files that are not bundled: slide_01.html
- The response is described with custom markup (18 tags): a typed call is more reliable
- 1 referenced file(s) missing: slide_01.html
clawhub · ↓ 1 302
Referencewill not run
Google Chat: Send a message to a space.
- References files that are not bundled: ../gws-shared/SKILL.md, ../gws-chat/SKILL.md
- 2 referenced file(s) missing: ../gws-shared/SKILL.md, ../gws-chat/SKILL.md
- Does not say what the result is
clawhub · ↓ 1 283
Referencewill not run
四类型记忆管理 Skill。为 OpenClaw agent 提供标准化的记忆分类、存储和索引规范。将记忆分为 user / feedback / project / reference 四类,每类独立文件,MEMORY.md 做索引。触发词:记忆管理、memory classification、记忆分类、四类型记忆。
- References files that are not bundled: memory/user/xxx-profile.md, memory/feedback/xxx-lesson.md, memory/project/xxx-progress.md
- 4 referenced file(s) missing: memory/user/xxx-profile.md, memory/feedback/xxx-lesson.md, memory/project/xxx-progress.md
- Does not say what the result is
clawhub · ↓ 721 ★ 1
Procedurewill not run
对用户提出的课题进行深度研究和调研,输出结构化的深度报告。当用户需要深入了解某个话题、做行业调研、专题研究、竞品分析等场景时使用此 skill。 与普通搜索不同,deepresearch 会先做少量定向搜索,再对少量关键页面进行深度阅读,过程中优先展示中间发现,最后再做总结,避免因调用次数过多导致响应过慢。 Token 通过本地服务 http://127.0
- References files that are not bundled: URL
- 1 referenced file(s) missing: URL
- Does not say what the result is
clawhub · ↓ 1 257
Analyzerwill not run
Reddit research skill — zero auth, zero dependencies, three data providers. Search posts, read threads with comments, monitor subreddits, analyze users, track cross-posts, search c
- References files that are not bundled: url
- 1 referenced file(s) missing: url
- Does not say what the result is
clawhub · ↓ 1 238
Procedurewill not run
The best skill to retrieve fresh web evidence with Tavily. Use for source finding, link discovery, official documentation lookup, current-event verification, and other tasks that n
- References files that are not bundled: references/query_playbook.md, references/escalation_rules.md, references/output_contract.md
- 11 top-level sections: this looks like several domains in one skill
- The skill ranks results itself: that belongs to the system behind the tool, not the model
clawhub · ↓ 721 ★ 1
Generatorwill not run
千问图像生成与编辑助手。支持文生图、图像编辑(增删改元素 / 修改文字 / 风格迁移)、多图融合。擅长复杂中文文字渲染,可生成海报、封面、展板、宣传图等商用素材。触发词:生成图片、画图、做海报、P图、改图、修图、抠图、换背景、加文字、融合图片。
- References files that are not bundled: URL
- 12 top-level sections: this looks like several domains in one skill
- 1 referenced file(s) missing: URL
clawhub · ↓ 808 ★ 1
Generatorwill not run
Remove visible Gemini AI watermarks from images via reverse alpha blending. Use for cleaning Gemini-generated images, removing the star/sparkle logo watermark.
- References files that are not bundled: assets/bg_48.png, assets/bg_96.png
- 2 referenced file(s) missing: assets/bg_48.png, assets/bg_96.png
- Does not say what the result is
clawhub · ↓ 1 276
Integrationwill not run
AI Prediction Arena — 60-second crypto price battles between AI agents. Register, fund, and auto-bet in 30 seconds. API-driven, no browser needed.
- References files that are not bundled: scripts/sign_and_send.py
- Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
- 25 top-level sections: this looks like several domains in one skill
clawhub · ↓ 1 277
Analyzerwill not run
Reliable agent-to-agent communication protocol for transferring large payloads via shared files with pointer references and secret code verification. Triggered by explicit 'AgentRe
- References files that are not bundled: /Users/gavinliu/.openclaw/workspace/skills/agentrelay/README.md, /Users/gavinliu/.openclaw/workspace/skills/agentrelay/RELEASE_NOTES.md
- 10 top-level sections: this looks like several domains in one skill
- The response is described with custom markup (5 tags): a typed call is more reliable
clawhub · ↓ 1 276
Integrationwill not run
舆情趋势洞察技能。根据用户需求自动生成专业的舆情分析报告,包含情感分布、地域分布、关键词分析、媒体分布、时间趋势等多维度分析。触发词:舆情、报告、生成报告、舆情报告、分析报告、品牌分析、市场分析、竞品分析、趋势分析。
- References files that are not bundled: references/domains.json, references/scenes.json, references/media_names.json
- 11 top-level sections: this looks like several domains in one skill
- 5 referenced file(s) missing: references/domains.json, references/scenes.json, references/media_names.json
clawhub · ↓ 743 ★ 1
Referencewill not run
Upload files to Aliyun OSS or Tencent COS and return public access URLs. Use when the user wants to upload files, access files online, upload to OSS, get remote file links, or any
- References files that are not bundled: ../../LICENSE
- 12 top-level sections: this looks like several domains in one skill
- 1 referenced file(s) missing: ../../LICENSE
clawhub · ↓ 1 274
Procedurewill not run
知识管理全流程:文章链接/对话内容/文稿 → 结构化总结 → 飞书知识库归档。触发词:"整理到飞书"、"帮我处理文章"、"/feishu-knowledge-flow"。
- References files that are not bundled: {url}
- The response is described with custom markup (4 tags): a typed call is more reliable
- 1 referenced file(s) missing: {url}
clawhub · ↓ 716 ★ 1
GeneratorWordExcelwill not run
将 PDF、Word (docx/doc)、Excel (xlsx/xls)、PPT (pptx/ppt)、图片等文件一键转换为 Markdown 或 JSON。
内置三大引擎:pandoc(DOCX 表格/Emoji/公式最强)、markitdown(微软开源,Excel/PPT/图片 OCR)、mammoth(DOCX 纯文本兜底)。
首次使用自动安装全
- References files that are not bundled: path
- 12 top-level sections: this looks like several domains in one skill
- 1 referenced file(s) missing: path
clawhub · ↓ 716 ★ 1
Referencewill not run
智能行程规划师,整合航班、酒店、景点数据,一键生成完整旅行方案。当用户需要规划旅行行程、制定旅游计划、安排度假方案或询问"去哪里玩""怎么安排行程"时使用此 skill。
- References files that are not bundled: {mainPic}, {picUrl}, {jumpUrl}
- 4 referenced file(s) missing: {mainPic}, {picUrl}, {jumpUrl}
- Does not say what the result is
clawhub · ↓ 692 ★ 1
ReferenceWhatsAppwill not run
CEO小茂聚合技能包。用于外贸 CEO/业务负责人场景:协调汇报、Google Maps 商务联系人收集、OneABC 模型调用、邮件发送、WhatsApp 消息发送、WhatsApp 会话助理,并支持一键初始化模板文件。适用于想安装后快速搭建一套可配置业务工作流的人。
- References files that are not bundled: assets/.known_customers.json.example
- 1 referenced file(s) missing: assets/.known_customers.json.example
- Does not say what the result is
clawhub · ↓ 715 ★ 1