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.
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为 AI 时代的 Vibe Coding 页面量身打造的用户测试工具链。无需修改业务代码,只要把 tracker.js 引入任意页面,即可自动采集用户的操作轨迹、犹豫点、困惑行为、停留热区;配合 survey.js,能在用户真实使用流程中嵌入式触发任务引导、微问卷检查点(Checkpoint)、SUS/EV/NPS 标准量表和 SAM 情绪评估,所有数据上报
- References files that are not bundled: assets/test-video.mov
- 1 referenced file(s) missing: assets/test-video.mov
- Does not say what the result is
clawhub · ↓ 713
Generatorwill not run
Distill anyone into a runnable OpenPersona skill pack — real or fictional, personal or public, living or historical. Collects chat logs, documents, and public content, extracts a 4
- References files that are not bundled: ../persona-model-trainer/references/pipeline-guide.md
- Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
- 13 top-level sections: this looks like several domains in one skill
clawhub · ↓ 713
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通过 AlphaShop API 搜索和筛选1688供应商。支持三种输入方式: 1688商品链接(查找特定商品的供应商)、图片URL(以图搜货)、 文字关键词(按关键词搜索供应商)。支持按最高价格、最大起批量、 最低48H发货率进行筛选。适用于查找1688供应商、搜索工厂、 以图找商、找供应商、搜商家等场景。
- References files that are not bundled: match.product.imageUrl, item.imageUrl, url
- 3 referenced file(s) missing: match.product.imageUrl, item.imageUrl, url
- Does not say what the result is
clawhub · ↓ 691
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Generate images and videos using yino.ai. Use when user wants to generate images (Seedream), generate videos (Veo), or any media generation task.
- References files that are not bundled: /docs, /docs/models
- 2 referenced file(s) missing: /docs, /docs/models
- Does not say what the result is
clawhub · ↓ 714
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管理章节手册——从大量文件材料中归纳生成有目录体系的多文件手册,支持修改目录与内容、基于手册回答问题、以及将新材料更新到手册中。当用户提到「手册」「章节」「知识库整理」「材料归纳」「生成手册」「更新手册」「手册问答」,或者想把一堆文档整理成结构化知识体系时使用此技能。即使用户只是说"帮我整理这些文档"或"总结这些材料",只要涉及生成结构化的多章节输出,也应使
- References files that are not bundled: 01-chapter/index.md, 01-chapter/01-section.md, 01-chapter/02-section.md
- 6 referenced file(s) missing: 01-chapter/index.md, 01-chapter/01-section.md, 01-chapter/02-section.md
- Does not say what the result is
clawhub · ↓ 714
Referencewill not run
智能销售助手:从模糊意图出发,发现目标客户、挖掘组织架构、分析决策链路、构建 Power Map 可视化关系图,输出可执行的销售攻单方案。触发词:卖、客户、power map、决策人、组织架构
- References files that are not bundled: ...
- 1 referenced file(s) missing: ...
- Does not say what the result is
clawhub · ↓ 714
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使用本 skill 自带的 fetch.py 和 analyze.py,对 A 股个股做短期趋势分析。 Use this skill whenever the user asks to analyze A-share stocks, ETFs (like A500/159339), check short-term trend (bullish/bearis
- References files that are not bundled: scripts/analyze_data.md
- The response is described with custom markup (3 tags): a typed call is more reliable
- 1 referenced file(s) missing: scripts/analyze_data.md
clawhub · ↓ 714
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Remove watermark overlays from an existing HTTPS video via WeryAI (video-watermark-remove). Use when the user wants watermark cleanup, not subtitles-only or text-to-video.
- References files that are not bundled: scripts/video_gen.js, scripts/video_toolkits.js, references/WERYAI_VIDEO_API.md
- Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
- 3 referenced file(s) missing: scripts/video_gen.js, scripts/video_toolkits.js, references/WERYAI_VIDEO_API.md
clawhub · ↓ 714
Generatorwill not run
从网页采集内容生成风格化图文(公众号/知乎/掘金/小红书/头条风格)。 当用户需要将网页文章转为精美图文、生成公众号推文、制作小红书笔记、或对文章进行AI改写时使用。 触发词: 生成图文、公众号文章、图文内容、微信推文、article generation、图文生成
- References files that are not bundled: 图片URL, references/styles/{style}_common_style.json
- 12 top-level sections: this looks like several domains in one skill
- 2 referenced file(s) missing: 图片URL, references/styles/{style}_common_style.json
clawhub · ↓ 957
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Interactive consultant that helps developers design agent systems. Walks through structured intake questions about surfaces, tools, memory, deployment, and complexity, then synthes
- References files that are not bundled: references/<file>.md
- 1 referenced file(s) missing: references/<file>.md
- Does not say what the result is
clawhub · ↓ 737
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- References files that are not bundled: ../tencentcloud-manager/SKILL.md, ../tencentcloud-cvm/SKILL.md, ../tencentcloud-lighthouse/SKILL.md
- 11 top-level sections: this looks like several domains in one skill
- 4 referenced file(s) missing: ../tencentcloud-manager/SKILL.md, ../tencentcloud-cvm/SKILL.md, ../tencentcloud-lighthouse/SKILL.md
clawhub · ↓ 736
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- References files that are not bundled: examples/stock-checker/
- Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
- 1 referenced file(s) missing: examples/stock-checker/
clawhub · ↓ 712
Referencewill not run
A股投研指挥官 - 编排调度多个股票分析Skill,串联成完整投研流水线。支持四种模式:板块扫描、板块分析、个股深度分析、持仓体检。最终输出结构化投资简报并自动存档飞书。
- References files that are not bundled: 代码, 飞书链接
- 2 referenced file(s) missing: 代码, 飞书链接
- Does not say what the result is
clawhub · ↓ 736
ProcedureSlackDiscordwill not run
Postiz is a tool to schedule social media and chat posts to 28+ channels X, LinkedIn, LinkedIn Page, Reddit, Instagram, Facebook Page, Threads, YouTube, Google My Business, TikTok,
- References files that are not bundled: COMMAND_LINE_GUIDE.md
- 10 top-level sections: this looks like several domains in one skill
- 1 referenced file(s) missing: COMMAND_LINE_GUIDE.md
clawhub · ↓ 711
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Activate when: user is entering an unfamiliar industry and needs a working mental model fast; user says 'I need to understand this sector before a meeting next week'; user is evalu
- References files that are not bundled: ../../probabilistic-thinking/SKILL.md, ../../first-principles/SKILL.md, ../../confirmation-bias/SKILL.md
- 3 referenced file(s) missing: ../../probabilistic-thinking/SKILL.md, ../../first-principles/SKILL.md, ../../confirmation-bias/SKILL.md
- No condition that starts the skill
clawhub · ↓ 774 ★ 2
Analyzerwill not run
Audit whether one imported workspace snapshot is rich enough for export, cited AI, or MCP consumption.
- References files that are not bundled: examples/integrations/codex-mcp.example.json, examples/integrations/claude-code-mcp.example.json, examples/workspace-snapshot.sample.json
- 3 referenced file(s) missing: examples/integrations/codex-mcp.example.json, examples/integrations/claude-code-mcp.example.json, examples/workspace-snapshot.sample.json
- Does not say what the result is
clawhub · ↓ 710
Integrationwill not run
Alibaba Cloud Milvus full-stack Skill for two planes: control-plane instance management via aliyun CLI, and data-plane Milvus operations via pymilvus. Use when users want to create
- References files that are not bundled: references/*.md
- Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
- The skill tells the model to perform an irreversible action with no human approval
clawhub · ↓ 735
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QA remediation auto-fix pipeline for Monet Works content. Detects and repairs common content issues: banned phrases, missing disclaimers, missing CTAs, and excessive length. Output
- References files that are not bundled: references/banned_phrases.txt, references/disclaimers/, references/ctas.json
- 3 referenced file(s) missing: references/banned_phrases.txt, references/disclaimers/, references/ctas.json
- Does not say what the result is
clawhub · ↓ 710
Generatorwill not run
Generate professional PDF invoices from command-line input or templates. Use when the user wants to: create an invoice, generate a bill, send a payment request, create a receipt fo
- References files that are not bundled: scripts/invoice_template.html, assets/logo.png
- 2 referenced file(s) missing: scripts/invoice_template.html, assets/logo.png
- Does not say what the process needs to start
clawhub · ↓ 733
Generatorwill not run
Replace or move an element in an existing HTTPS video with WeryAI anime-style processing (video-anime-replace). Use when the user wants anime-style object replace or move on a vide
- References files that are not bundled: scripts/video_gen.js, scripts/video_toolkits.js, references/WERYAI_VIDEO_API.md
- Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
- 3 referenced file(s) missing: scripts/video_gen.js, scripts/video_toolkits.js, references/WERYAI_VIDEO_API.md
clawhub · ↓ 709
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UU跑腿同城配送服务。支持帮我送、帮我取、帮我买、帮我办等多种服务,覆盖订单询价、发单下单、查询订单、取消订单、跑男实时追踪、领取优惠券。当用户要真实发起同城配送、代办交易或领取UU跑腿优惠券时使用:「同城配送」「同城急送」「同城快送」「同城跑腿」「跑腿」「发单」「帮送/帮取/帮买」「代购」「代取号」「代排队」「陪诊」「取寄快递」「送文件」「送钥匙」「送花」
- References files that are not bundled: URL, 图片展示方式, scripts/*.js
- 16 top-level sections: this looks like several domains in one skill
- 3 referenced file(s) missing: URL, 图片展示方式, scripts/*.js
clawhub · ↓ 1 005
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国内外社会、科技、军事新闻汇总。自动搜索、筛选、整理新闻要点。
- References files that are not bundled: 链接
- 1 referenced file(s) missing: 链接
- Does not say what the result is
clawhub · ↓ 732
Integrationwill not run
文档同步工具——检测代码-文档漂移并同步修复。仅读写本地 docs/ 下 Markdown 文件,仅运行本地脚本(git diff、md-sections)。
源码文件只读,无网络请求,无加密操作,无支付/购买功能,无远程下载。
需要: python3, git, bash。
写入范围白名单: docs/modules/*.md, docs/architec
- References files that are not bundled: references/*.md
- Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
- 13 top-level sections: this looks like several domains in one skill
clawhub · ↓ 706
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Get笔记 - 保存、搜索、管理个人笔记和知识库。
**当以下情况时使用此 Skill**:
(1) 用户要保存内容到笔记:发链接、发图片、说「记一下」「存到笔记」「保存」「收藏」
(2) 用户要搜索或查看笔记:「搜一下」「找找笔记」「最近存了什么」「看看原文」
(3) 用户要管理知识库或标签:「加到知识库」「建知识库」「加标签」「删标签」
(4) 用户要
- References files that are not bundled: references/xxx.md
- 1 referenced file(s) missing: references/xxx.md
- Does not say what the result is
clawhub · ↓ 706
ProcedureGitHubwill not run
Step-by-step guide for controlling external display or monitor settings on a Mac without third-party GUI apps. Covers Apple Silicon and Intel Macs, all major display brands (LG, De
- References files that are not bundled: references/power-and-misc.md, references/*.md
- 10 top-level sections: this looks like several domains in one skill
- 2 referenced file(s) missing: references/power-and-misc.md, references/*.md
clawhub · ↓ 707