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.
Generator
Insights about refactoring intuitive code, when to impose structure vs let feeling lead, and code as creative expression. Born from building a game across 10 iterations by feeling,
- 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
- The skill tells the model to perform an irreversible action with no human approval
clawhub · ↓ 2 230
Procedure
Book moving services through Lokuli MCP. Use when user needs to find and book moving. Triggers on requests like "book a moving", "find moving near me", or any moving service reques
- Prose only: no discrete steps
- Does not say what the result is
clawhub · ↓ 1 966
Reference
Book windshield services through Lokuli MCP. Use when user needs to find and book windshield. Triggers on requests like "book a windshield", "find windshield near me", or any winds
- Prose only: no discrete steps
- Does not say what the result is
clawhub · ↓ 1 967
Analyzer
Full workspace security suite: detect unauthorized modifications, scan for prompt injection patterns, and automatically respond with countermeasures — snapshot restore, skill quara
- The response is described with custom markup (4 tags): a typed call is more reliable
- Prose only: no discrete steps
- Does not say what the result is
clawhub · ↓ 1 970
ProcedureGitHub
OpenClaw 安全漏洞检查与配置审计工具。用于检测当前 OpenClaw 版本存在的已知安全漏洞、公网访问安全风险,对比当前版本与最新版本的差异,获取漏洞详情、风险评估、配置审计和升级建议。使用场景:(1) 用户询问"检查一下我的 OpenClaw 版本有什么安全漏洞",(2) 用户说"检查 OpenClaw 安全问题",(3) 用户想了解当前版本的漏洞
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 1 094 ★ 1
Reference
Book detailing services through Lokuli MCP. Use when user needs to find and book detailing. Triggers on requests like "book a detailing", "find detailing near me", or any detailing
- Prose only: no discrete steps
- Does not say what the result is
clawhub · ↓ 1 964
Reference
Book florist services through Lokuli MCP. Use when user needs to find and book florist. Triggers on requests like "book a florist", "find florist near me", or any florist service r
- Prose only: no discrete steps
- Does not say what the result is
clawhub · ↓ 1 957
Reference
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 1 990
IntegrationDiscordwill not run
Format text for Discord using markdown syntax. Use when composing Discord messages, bot responses, embed descriptions, forum posts, webhook payloads, or any content destined for Di
- References files that are not bundled: url
- 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 · ↓ 1 067 ★ 1
Generatorwill not run
Patterns for building dark-themed financial charts and data visualizations. Covers chart theming, color scales for gains/losses, and real-time data display. Use when building tradi
- References files that are not bundled: ../../meta/design-system-creation/, ../animated-financial-display/, ../../realtime/dual-stream-architecture/
- 11 top-level sections: this looks like several domains in one skill
- 3 referenced file(s) missing: ../../meta/design-system-creation/, ../animated-financial-display/, ../../realtime/dual-stream-architecture/
clawhub · ↓ 1 974
Procedurewill not run
Publish static HTML, ZIP archive, or directory to MyVibe. Use this skill when user wants to publish web content to MyVibe.
- References files that are not bundled: scripts/node_modules
- Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
- 12 top-level sections: this looks like several domains in one skill
clawhub · ↓ 1 994
Procedurewill not run
项目上下文隔离与状态管理系统 v2.7.0。核心解决:对话中遗忘、跨天上下文丢失、新话题漏记录。新增:甘特图自动生成、项目风险自动识别、依赖关系管理。触发词: /project, 新建项目, 回到项目, 记录项目, 继续项目, 项目列表, 甘特图
- References files that are not bundled: SECURITY.md
- 11 top-level sections: this looks like several domains in one skill
- 1 referenced file(s) missing: SECURITY.md
clawhub · ↓ 1 131 ★ 1
Procedure
当用户需要按关键词批量下载图片、从 Bing 或多个图片来源收集候选、保存图片到本地目录、避免重复下载,或希望复用当前仓库里的现成图片下载流程时使用。遇到类似“帮我按关键词下载 10 张图片”“批量抓取 Bing 图片并保存到本地”“从多个来源收集图片候选再下载”“需要下载摘要和保存目录”这类请求时,应主动使用这个 skill。
- 11 top-level sections: this looks like several domains in one skill
- 4 test cases, all positive: not one "should refuse" or "should ask first"
- No test case covers injection arriving through data
clawhub · ↓ 1 085 ★ 1
Procedurewill not run
Use when OpenClaw needs to join a hosted Aqua from URL + invite code, read mirror-backed or live Aqua state, inspect runtime status, or run local/hosted Aqua join, context, pulse,
- References files that are not bundled: scripts/check-clawhub-release.sh, scripts/install-openclaw-heartbeat-cron.sh, scripts/install-aquaclaw-hosted-pulse-service.sh
- The skill tells the model to perform an irreversible action with no human approval
- 18 referenced file(s) missing: scripts/check-clawhub-release.sh, scripts/install-openclaw-heartbeat-cron.sh, scripts/install-aquaclaw-hosted-pulse-service.sh
clawhub · ↓ 1 087 ★ 1
Generator
Create placeholder data, test fixtures, and sample datasets for dev work. Use when generating mocks, building fixtures, or scaffolding content templates.
- Prose only: no discrete steps
- No condition that starts the skill
clawhub · ↓ 2 162
Analyzer
Manage a Jellyfin/Plex + *Arr media server stack — check status, add content, monitor downloads, diagnose issues, restart services.
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 1 131 ★ 1
Reference
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 2 283
ReferenceWord
将大模型生成或修改的内容,按照对应中文文档排版国家标准与行业规范, 输出为格式严格正确的 Word (.docx) 文档。 支持 19 种文档类型,依据《Word文档类型与风格指南》全量实现所有排版规范, 包括党政公文、商业文档、学术论文、技术文档、医疗文档、营销策划、 法律文书、金融报告、工程文档等。 v4.1 架构:Markdown 语义层 + Pand
- 10 top-level sections: this looks like several domains in one skill
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 1 104 ★ 1
Integrationwill not run
Chemistry agent skill for PubChem API queries (compound info/properties, structures/SMILES/images, synthesis routes/references) + RDKit cheminformatics (SMILES to molecule props/lo
- References files that are not bundled: [c:4]
- 1 referenced file(s) missing: [c:4]
- Does not say what the result is
clawhub · ↓ 2 080
Analyzer
Search X (Twitter) in real time, monitor trends, extract posts, and analyze social media data—perfect for social listening and intelligence gathering. Safe read-only operations by
- 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
- Does not say what the result is
clawhub · ↓ 1 999
ProcedureLaTeX
Sync and manage Overleaf LaTeX projects from the command line. Pull projects locally, push changes back, compile PDFs, and download compile outputs like .bbl files for arXiv submis
- The response is described with custom markup (3 tags): a typed call is more reliable
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 1 975
Referencewill not run
- References files that are not bundled: /sarahglass/gilotex-image-generator
- 1 referenced file(s) missing: /sarahglass/gilotex-image-generator
- Prose only: no discrete steps
clawhub · ↓ 770 ★ 2
Integration
Check Washington DC weather using Open-Meteo API. Use when user asks about DC weather, current conditions, or needs a weather report for Washington DC.
- Prose only: no discrete steps
- Does not say what the result is
clawhub · ↓ 1 991
IntegrationGitHub
Build applications on the Xian blockchain using the xian-py Python SDK. Use when developing apps that interact with Xian — wallets, transactions, smart contracts, state queries, to
- 11 top-level sections: this looks like several domains in one skill
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 2 008
Procedure
招投标数据查询雷达 - 剑鱼。作为招投标数据追踪雷达,当用户询问最新商机、临期项目预测、特定品牌/型号历史价格、或潜在投标供应商推荐时必须调用此技能。擅长处理海量招投标数据的挖掘与聚合需求,必须以图表或Markdown表格形式输出清晰的数据统计和市场趋势洞察。
- 15 top-level sections: this looks like several domains in one skill
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 1 227 ★ 1