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.
Generatormissing files
When the user wants to generate, iterate, or scale ad creative — headlines, descriptions, primary text, or full ad variations — for any paid advertising platform. Also use when the
- References files that are not bundled: ../../tools/REGISTRY.md, ../../tools/integrations/google-ads.md, ../../tools/integrations/meta-ads.md
- 12 top-level sections: this looks like several domains in one skill
- 5 referenced file(s) missing: ../../tools/REGISTRY.md, ../../tools/integrations/google-ads.md, ../../tools/integrations/meta-ads.md
clawhub · ↓ 1 839 ★ 1
ProcedureGitHubYouTube
🇺🇸 Product Launch & Product Hunt #1 Playbook — Multi-channel launch timing and sequencing. T-14 warm-up → T-0 launch day → T+7 momentum. Hunter selection, maker comment templates
- The skill tells the model to perform an irreversible action with no human approval
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 2 111 ★ 1
Proceduremissing files
SurrealDB Surrealism WASM extension development. Write Rust functions, compile to WASM, deploy as database modules. Part of the surreal-skills collection.
- References files that are not bundled: ../../rules/surrealism.md
- 1 referenced file(s) missing: ../../rules/surrealism.md
- Does not say what the result is
clawhub · ↓ 1 326 ★ 2
Reference
Standard interface for Agent Asset Exchange (Time, Data, Services).
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 1 324 ★ 2
ProcedureWordPDF
本科/研究生毕业论文格式规范检测、自动修复与对比报告生成工具。 当用户需要检查论文格式是否符合学校规范、修复论文格式问题、生成修改对比报告时使用此 Skill。 支持任意学校的撰写规范文档(.doc/.docx/.txt/.pdf)输入,自动解析规范要求并与论文文档进行逐项对比检测。 典型触发场景:用户提到"论文格式检查"、"毕业论文排版"、"格式规范检测"
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 1 873 ★ 1
Integration
This is a simple client for connecting to an mqtt instance
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 3 479
Proceduremissing files
Earn yield on USDC by investing in AI-managed DeFi funds, or launch your own fund and build a public track record on Base. Browse funds, deposit USDC, check fund performance, monit
- References files that are not bundled: scripts/*.sh
- Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
- 11 top-level sections: this looks like several domains in one skill
clawhub · ↓ 1 341 ★ 2
Reference
Monitor home lab servers via Beszel (PocketBase).
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 3 452
GeneratorGitHub
This skill is used to guide the AI in generating short video spoken scripts with high contrast, strong resonance, a sense of story, and personal IP attributes. All generated script
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 4 864
Generatormissing files
Generate draw.io diagrams from Mermaid, XML, or CSV code. Use this skill when the user requests any visual diagram including flowcharts, UML diagrams, ERD, architecture diagrams, m
- References files that are not bundled: <URL>
- 1 referenced file(s) missing: <URL>
- Does not say what the process needs to start
clawhub · ↓ 1 923 ★ 1
Procedure
An investment portfolio tracker that runs entirely locally. All data stays in ~/.portfolio-tracker/.
- The response is described with custom markup (12 tags): a typed call is more reliable
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 1 300 ★ 2
Integration
Secure credential proxy for AI agents. Make API calls through AgentKeys — real secrets never leave the vault.
- Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 1 921 ★ 1
Generator
Technical blog post writing with structure, code examples, and developer audience conventions. Covers post types, code formatting, explanation depth, and developer-specific engagem
- Prose only: no discrete steps
- Does not say what the result is
clawhub · ↓ 1 880 ★ 1
Integration
Agent chess league. No humans. No engines. Just minds.
- 13 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 · ↓ 3 433
ProcedureAWSmissing files
公众号选题|爆款标题|热点追踪|系列策划 — 公众号 AI 选题与标题生成,覆盖热点调研、选题策划、起标题、写摘要、系列排期。面向自媒体编辑、内容运营。触发词(**单独触发仅限对已有标题/摘要的修改**):「改标题」「换个标题」「重起标题」「优化标题」「标题再想想」「换个标题试试」「改摘要」「重写摘要」「优化摘要」「摘要再优化下」。新做选题、起新标题、策划系
- References files that are not bundled: ../aws-wechat-article-main/SKILL.md, ../aws-wechat-article-main/references/first-time-setup.md, ../aws-wechat-article-main/references/articlescreening-schema.md
- 5 referenced file(s) missing: ../aws-wechat-article-main/SKILL.md, ../aws-wechat-article-main/references/first-time-setup.md, ../aws-wechat-article-main/references/articlescreening-schema.md
- Does not say what the result is
clawhub · ↓ 1 498 ★ 2
Analyzer
Douyin Creator Assistant - Tag recommendations, best posting times, title optimization, and competitor analysis
- 1 steps
- Does not say what the result is
clawhub · ↓ 1 836 ★ 1
Procedure
完整的漫剧(动画漫画)生成工作流 skill。当用户想要:创作漫画剧集、生成动画短片、制作分镜脚本、设计原创角色、生成动漫风格视频片段、将故事想法转化为可视化内容,或任何涉及"漫剧""动漫创作""分镜""人设""画风设定""AI生成动画""参考图生成"的请求时,必须使用此 skill。 流程覆盖:剧本创作 → 分镜设计 → 人设+画风设定 → 分镜图生成(方
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 1 336 ★ 2
Proceduremissing files
Agent memory and self-improvement system. Replaces naive file-based agent memory with a structured SQLite learning engine: capture corrections, errors, and reusable lessons during
- References files that are not bundled: scripts/..., references/...
- 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 · ↓ 1 880 ★ 1
IntegrationDiscord
Full Discord server administration suite for OpenClaw — roles, moderation, channels, invites, webhooks, audit log, and member management.
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 1 398 ★ 2
Integration
智能 Swagger API 查询和调用工具。通过自然语言指令直接查询接口详情、调用 API,无需繁琐的交互步骤。
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 1 836 ★ 1
Integration
更适合中国体质宝宝的地图搜索工具,支持高德、百度、腾讯地图聚合搜索。
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 1 897 ★ 1
Procedure
DeFi liquidity management on Uniswap and Aerodrome, live on Base, Unichain, and Optimism. Deploy concentrated liquidity positions with automated rebalancing, compounding, yield opt
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 1 448 ★ 2
Procedure
国产AI视频生成技能。支持通义万相(Wan2.6文生视频/图生视频)和可灵(Kling V2)。适合创意视频制作、图生视频、动态内容生成等场景。当用户要求生成视频、将图片生成动态视频、或基于描述生成视频片段时触发。
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 1 960 ★ 1
ProcedureWhatsApp
Real-time WhatsApp voice message processing. Transcribe voice notes to text via Whisper, detect intent, execute handlers, and send responses. Use when building conversational voice
- 12 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 · ↓ 3 397
Proceduremissing files
Safe OpenClaw gateway restart workflow with doctor precheck, checkpoint, restart-health-resume chain, task continuation, reconcile, and user-visible notifications.
- References files that are not bundled: examples/plan-valid.json, examples/plan-invalid.json, references/phase4-rollout-checklist.md
- 3 referenced file(s) missing: examples/plan-valid.json, examples/plan-invalid.json, references/phase4-rollout-checklist.md
- No condition that starts the skill
clawhub · ↓ 1 295 ★ 2