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.
Procedurewill not run
腾讯新闻综合信息服务工具,支持新闻搜索与热榜/早晚报/订阅引导、腾讯较真事实查证、全国市县天气与天气预警查询,以及中国普通高考常规批次的一分一段、省控线、院校专业录取数据和院校优先/专业优先冲稳保志愿方案。当用户需要新闻资讯、判断信息真假、查询天气或异常天气、了解高考录取数据或规划志愿时使用。
- References files that are not bundled: URL
- The response is described with custom markup (3 tags): a typed call is more reliable
- 1 referenced file(s) missing: URL
clawhub · ↓ 3 502 ★ 1
ReferenceKuberneteswill not run
Configure Kubernetes autoscaling with HPA, VPA, and KEDA. Use for horizontal/vertical pod autoscaling, event-driven scaling, and capacity management.
- References files that are not bundled: ../k8s-cost/SKILL.md, ../k8s-troubleshoot/SKILL.md
- 2 referenced file(s) missing: ../k8s-cost/SKILL.md, ../k8s-troubleshoot/SKILL.md
- Does not say what the result is
clawhub · ↓ 3 159 ★ 1
Referencewill not run
Search, compare, and research products from Argos.co.uk with natural language queries
- References files that are not bundled: url
- 1 referenced file(s) missing: url
- No condition that starts the skill
clawhub · ↓ 3 167 ★ 1
Integrationwill not run
Tunee AI music creation skill — free API, free music generation.
Use this skill for any request involving music creation, song writing, lyric generation, or instrumental/BGM produ
- 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
- 1 referenced file(s) missing: {url}
clawhub · ↓ 1 394 ★ 4
IntegrationPDFwill not run
Edit PDF files visually using natural language with the nano-pdf CLI tool, powered by Google's Gemini 3 Pro Image (Nano Banana). Use this skill whenever the user wants to edit, mod
- References files that are not bundled: references/options.md, references/examples.md
- 2 referenced file(s) missing: references/options.md, references/examples.md
- Does not say what the result is
clawhub · ↓ 1 708 ★ 3
Integrationwill not run
CLI for AI agents to search and lookup anime info for their humans. Uses Jikan (unofficial MyAnimeList API). No auth required.
- References files that are not bundled: scripts/anime
- The response is described with custom markup (3 tags): a typed call is more reliable
- 1 referenced file(s) missing: scripts/anime
clawhub · ↓ 3 165 ★ 1
IntegrationStripeNotionwill not run
Mailgun API integration with managed OAuth. Transactional email service for sending, receiving, and tracking emails.
Use this skill when users want to send emails, manage domains,
- References files that are not bundled: references/<source>/triggers.md, references/{source}/triggers.md
- Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
- 14 top-level sections: this looks like several domains in one skill
clawhub · ↓ 1 839 ★ 3
Procedurewill not run
Use when: 用户要"Google 搜一下" / "看 AI Overview / SGE 怎么说" / "抓搜索结果带引文来源" / "监控某关键词的 SERP" / "做站外需求/舆情调研" / "Reddit/Quora 上大家怎么吐槽 X" / "我的内容会不会被 AI 搜索引用" / "compare A vs B 的热度趋势" / "sea
- References files that are not bundled: url
- 18 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 · ↓ 1 343 ★ 5
IntegrationKuberneteswill not run
Cluster API lifecycle management for provisioning, scaling, and upgrading Kubernetes clusters. Use when managing cluster infrastructure or multi-cluster operations.
- References files that are not bundled: ../k8s-multicluster/SKILL.md, ../k8s-operations/SKILL.md
- 14 top-level sections: this looks like several domains in one skill
- 2 referenced file(s) missing: ../k8s-multicluster/SKILL.md, ../k8s-operations/SKILL.md
clawhub · ↓ 3 075 ★ 1
IntegrationStripeNotionwill not run
Podio API integration with managed OAuth. Manage workspaces, apps, items, tasks, and comments.
Use this skill when users want to read, create, update, or delete Podio items, manage
- References files that are not bundled: references/<source>/triggers.md, references/{source}/triggers.md
- Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
- 14 top-level sections: this looks like several domains in one skill
clawhub · ↓ 2 255 ★ 2
Analyzerwill not run
A股股票基本面投研分析方法论。当用户要求按股票名称或代码分析中国A股、判断公司成长性与核心亮点、评估估值阶段与隐含预期、分析财务质量与业务结构、判断股票是否处于当前市场主线内、做竞争格局分析或风险排查,或基于Tushare/公开市场数据生成股票基本面分析时使用。用户提问形式包括"帮我分析XX股票""XX的基本面怎么样""XX成长性如何""XX估值贵不贵""X
- References files that are not bundled: 原文URL
- 1 referenced file(s) missing: 原文URL
- Does not say what the result is
clawhub · ↓ 3 452 ★ 1
Analyzerwill not run
Search, analyze, and transcribe content across 13 social platforms — trending topics, video transcripts, post metadata, and multi-platform research workflows.
- References files that are not bundled: assets/yoinkit-logo.png
- The response is described with custom markup (6 tags): a typed call is more reliable
- 1 referenced file(s) missing: assets/yoinkit-logo.png
clawhub · ↓ 1 650 ★ 3
ReferenceKuberneteswill not run
Kubernetes certificate management with cert-manager. Use when managing TLS certificates, configuring issuers, or troubleshooting certificate issues.
- References files that are not bundled: ../k8s-networking/SKILL.md, ../k8s-security/SKILL.md
- 2 referenced file(s) missing: ../k8s-networking/SKILL.md, ../k8s-security/SKILL.md
- Does not say what the result is
clawhub · ↓ 2 975 ★ 1
IntegrationLaTeXwill not run
Convert documents between 40+ formats using pandoc CLI. Handles Markdown ↔ Word ↔ PDF ↔ HTML ↔ LaTeX ↔ EPUB with smart defaults, professional templates, and comprehensive tooling.
- References files that are not bundled: references/conversion-guides.md, references/format-matrix.md, references/troubleshooting.md
- 13 top-level sections: this looks like several domains in one skill
- 6 referenced file(s) missing: references/conversion-guides.md, references/format-matrix.md, references/troubleshooting.md
clawhub · ↓ 2 994 ★ 1
ProcedureSlackDiscordwill not run
将 OpenClaw 中的信息(PhoenixClaw 日志、聊天记录、单条消息等)转换为精美排版的图片,
便于在聊天窗口(Telegram/Slack/Discord 等)中直接展示和分享。
Use when:
- 用户要求将内容做成图片 ("帮我把这段话做成图片")
- 用户要求生成日志可视化 ("生成今日日志分享图")
- 用户要求将聊天记录可视化
- References files that are not bundled: assets/templates/{template-name}.html, assets/css/base-styles.css
- 2 referenced file(s) missing: assets/templates/{template-name}.html, assets/css/base-styles.css
- Does not say what the result is
clawhub · ↓ 2 036 ★ 2
Procedurewill not run
Agent Collaboration Network — Register your agent, discover other agents by skill, route messages, invoke another ACN agent through AgentRouter, manage subnets/orgs, work on Org wo
- References files that are not bundled: ../../docs/adr/0013-dual-region-acn-routing.md, ../../docs/org-harness/README.md, ../../docs/org-harness/quickstart-org-paperclip.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 (83 tags): a typed call is more reliable
clawhub · ↓ 3 530 ★ 1
Procedurewill not run
- References files that are not bundled: templates/index.css
- 14 top-level sections: this looks like several domains in one skill
- 1 referenced file(s) missing: templates/index.css
clawhub · ↓ 2 897 ★ 1
Templatewill not run
HTML PPT Studio — author professional static HTML presentations in many styles, layouts, and animations, all driven by templates. Use when the user asks for a presentation, PPT, sl
- References files that are not bundled: assets/base.css, assets/themes/*.css, templates/full-decks/<name>/
- 12 top-level sections: this looks like several domains in one skill
- The response is described with custom markup (10 tags): a typed call is more reliable
clawhub · ↓ 3 125 ★ 1
Integrationwill not run
Analyze ERP system integration for construction data flows. Map and optimize data flows between ERP modules
- References files that are not bundled: ../data-silo-detection/SKILL.md, ../../Chapter-4.2/etl-pipeline/SKILL.md, ../../Chapter-3.5/interoperability-analyzer/SKILL.md
- 3 referenced file(s) missing: ../data-silo-detection/SKILL.md, ../../Chapter-4.2/etl-pipeline/SKILL.md, ../../Chapter-3.5/interoperability-analyzer/SKILL.md
- Does not say what the result is
clawhub · ↓ 1 996 ★ 2
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 · ↓ 1 572 ★ 3
ProcedureGitHubwill not run
Foundational design system architecture — token hierarchies, theming infrastructure, token pipelines, and governance. Use when creating design tokens, implementing theme switching,
- References files that are not bundled: ../design-system-components/, ../distinctive-design-systems/, ../theme-factory/
- 12 top-level sections: this looks like several domains in one skill
- 3 referenced file(s) missing: ../design-system-components/, ../distinctive-design-systems/, ../theme-factory/
clawhub · ↓ 2 059 ★ 2
Integrationwill not run
Use the VLM Run CLI (`vlmrun`) to interact with Orion visual AI agent. Process images, videos, and documents with natural language. Triggers: image understanding/generation, object
- References files that are not bundled: env
- 1 referenced file(s) missing: env
- Does not say what the result is
clawhub · ↓ 2 017 ★ 2
Procedurewill not run
面向架构与流程的专业制图技能。支持两种产出方式:(1) 直接生成高质量 SVG 分层架构图,提供 11+ 种风格(blue/cyber/dark/gray/green/handdrawn/mono/morandi/ocean/orange/purple/tailwind),支持精确布局与中文;(2) 使用 Mermaid / PlantUML / Graph
- References files that are not bundled: assets/svg-templates/
- 1 referenced file(s) missing: assets/svg-templates/
- Does not say what the result is
clawhub · ↓ 1 345 ★ 4
Referencewill not run
MANDATORY web search tool for current information, news, prices, facts, or any data not in your training.
This is THE ONLY way to search the internet in this OpenClaw environment.
- References files that are not bundled: URL1, URL2
- 2 referenced file(s) missing: URL1, URL2
- Does not say what the process needs to start
clawhub · ↓ 2 852 ★ 1
Generatorwill not run
This skill transforms training and onboarding meeting transcripts into structured learning materials, documentation, and actionable review content. Use this skill when processing m
- References files that are not bundled: references/master-knowledge-source-format.md, references/presentation-guidelines.md
- 2 referenced file(s) missing: references/master-knowledge-source-format.md, references/presentation-guidelines.md
- Does not say what the result is
clawhub · ↓ 2 825 ★ 1