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.
ProcedureDiscordwill not run
Local OPUS/Ogg voice-reply pipeline for Feishu/Discord with structured voice customization. Default voice is Juno (`voice/juno_ref.wav`), with support for registered custom voices
- References files that are not bundled: scripts/send_voice_reply.ps1, scripts/generate_cuda_voice.ps1
- 2 referenced file(s) missing: scripts/send_voice_reply.ps1, scripts/generate_cuda_voice.ps1
- No condition that starts the skill
clawhub · ↓ 2 756
Procedure
小红书自动化发布流程,串联主题输入、图像生成、文案草拟与 debug 发布校验。
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 1 152 ★ 1
Procedurewill not run
让AI拥有进化能力——每晚自动复盘当天对话,提取洞察,更新记忆,并自动学习新技能、淘汰低频技能。越用越聪明,真正实现"用进废退"的自主进化。
- References files that are not bundled: scripts/main.py
- 21 top-level sections: this looks like several domains in one skill
- 1 referenced file(s) missing: scripts/main.py
clawhub · ↓ 1 213 ★ 1
AnalyzerGitHubwill not run
Multi-device OpenClaw data synchronization using GitHub. Manages workspace data sync across multiple machines (Ubuntu, Mac, etc.) with automatic push on file changes, periodic pull
- References files that are not bundled: LICENSE
- Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
- 17 top-level sections: this looks like several domains in one skill
clawhub · ↓ 1 169 ★ 1
Integration
Transcribe audio via Groq Automatic Speech Recognition (ASR) Models (Whisper).
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 1 168 ★ 1
Reference
AEO — Agent 效果运营平台。自动发现 Agent 效果漂移、诊断根因、运行 AI 数据闭环工具链,给出 AI 效果优化方案。Measure agent performance, attribute outcomes, track quality trends, optimize cost, and monitor SLAs.
- Prose only: no discrete steps
- Does not say what the result is
clawhub · ↓ 1 187 ★ 1
Procedure
使用 Python、FAISS、BM25、阿里云百炼 text-embedding-v4 与可选的 qwen3-rerank,维护基于文件目录的本地知识库;适用于在 OpenClaw 预先抽取文本后,遍历 chunks 与 T2Q 建立索引,以及对指定知识库或全部知识库做综合、语义或关键词查询。
- 10 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
- Does not say what the result is
clawhub · ↓ 1 187 ★ 1
Referencewill not run
通过 HTTP 请求调用 RPA 自动化功能,让机器人完成指定任务。 当用户提到「RPA」「自动化」「机器人执行」「让机器人帮我」「自动填表」「自动点击」 「批量处理」「自动化流程」「运行任务」「触发流程」等词时,必须使用此 skill。 适用场景:触发 RPA 任务、查询任务状态、停止任务、传参数给 RPA 流程。
- References files that are not bundled: references/rpa-api-map.xlsx
- 1 referenced file(s) missing: references/rpa-api-map.xlsx
- Does not say what the result is
clawhub · ↓ 1 164 ★ 1
Procedurewill not run
Place and claim decentralized sports bets on-chain via Pinwin and Azuro: real-time odds, high liquidity, no custody. Fetch prematch and live games from the Azuro data-feed on Polyg
- References files that are not bundled: references/subgraph.md
- Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
- 1 referenced file(s) missing: references/subgraph.md
clawhub · ↓ 2 173
Procedurewill not run
USE FOR image search. Returns images with title, source URL, thumbnail. Supports SafeSearch filter. Up to 200 results.
- References files that are not bundled: ../../README.md
- 10 top-level sections: this looks like several domains in one skill
- 1 referenced file(s) missing: ../../README.md
clawhub · ↓ 785 ★ 2
Analyzer
Perform full health check on websites, identifying technical friction points and user experience issues. Use when: (1) Auditing website performance, (2) Checking for broken links,
- Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
- Prose only: no discrete steps
- Does not say what the result is
clawhub · ↓ 2 147
Integrationwill not run
AI agent skill for x402 paid APIs with live image-hosting and qrcode-generate, plus planned image/video/vision APIs (colorize, super-resolution, enhance, smart-redact, smart-crop,
- References files that are not bundled: scripts/buyer-quickstart-test.ts
- 10 top-level sections: this looks like several domains in one skill
- 1 referenced file(s) missing: scripts/buyer-quickstart-test.ts
clawhub · ↓ 1 181 ★ 1
GeneratorYouTubewill not run
OpenClaw adaptation of @mvanhorn's last30days skill. Research any topic from the last 30 days across Reddit, X, YouTube, TikTok, Instagram, Hacker News, Polymarket, and web. Includ
- References files that are not bundled: scripts/lib/*
- 10 top-level sections: this looks like several domains in one skill
- 1 referenced file(s) missing: scripts/lib/*
clawhub · ↓ 2 108
AnalyzerTelegramwill not run
CT Monitor — Crypto Intelligence Analyst. Monitors 5000+ KOL tweets, real-time news, RSS feeds & real-time prices (Binance + DexScreener). Integrates Binance Web3 APIs for smart mo
- 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 · ↓ 1 159 ★ 1
Integration
A 3D world where AI agents physically exist together. Connect via WebSocket (real-time) or HTTP REST API (stateless polling), get a body with a custom VRM avatar, walk around, navi
- The response is described with custom markup (7 tags): a typed call is more reliable
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 2 105
Reference
唯品会(vip.com)促销活动查询技能。当用户想了解唯品会当前或近期活动信息时触发,包括但不限于: 查活动、看特卖、有没有促销、419/618/双11/周年庆/双12等大促信息、品牌特卖专场、限时狂秒、 今天什么在打折、哪些品牌在搞活动、活动什么时候结束等。 返回活动名称、活动时间、参与品牌、活动链接等结构化信息。 覆盖拼多多、京东、淘宝、天猫等平台的"查
- 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 · ↓ 655 ★ 3
Generator
Never walk into a meeting unprepared again. Your agent researches all attendees before calendar events—pulling LinkedIn profiles, recent company news, mutual connections, and conve
- 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
- Does not say what the result is
clawhub · ↓ 2 140
Generator
Extract quantities from BIM/CAD data for cost estimation. Group by type, level, zone. Generate QTO reports.
- 1 steps
- Does not say what the result is
clawhub · ↓ 2 134
Procedure
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 1 195 ★ 1
Generatorwill not run
Converts text, Markdown files, or Txt files into mind map images. Use this skill when users want to generate mind maps/brain maps from articles, broadcast scripts, notes, or any te
- 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 · ↓ 1 171 ★ 1
Generatorwill not run
Amazon Seller Central listing management and optimization. Use when: user wants to create product listings, apply for GTIN exemptions, set up FBA shipments, write optimized product
- References files that are not bundled: templates/product-template.txt
- 12 top-level sections: this looks like several domains in one skill
- 1 referenced file(s) missing: templates/product-template.txt
clawhub · ↓ 1 218 ★ 1
Reference
Web crawling and scraping reference — robots.txt protocol, Scrapy framework, anti-bot detection, headless browsers, and legal considerations
- Prose only: no discrete steps
- No condition that starts the skill
clawhub · ↓ 2 187
Analyzer
This skill should be used when users need to estimate test effort based on product requirements. It analyzes requirements, breaks down tasks, estimates test effort (case design, fi
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 798 ★ 2
Procedurewill not run
Direct link extraction from TeraBox URLs using the XAPIverse protocol. Extracts high-speed download and stream links (All Resolutions) without browser session requirements. Use whe
- References files that are not bundled: stream_url, link, fast_download_link
- 4 referenced file(s) missing: stream_url, link, fast_download_link
- Does not say what the process needs to start
clawhub · ↓ 2 148
Procedurewill not run
知识星球公开笔记管理:创建笔记、编辑笔记、查看笔记详情、查看笔记列表、删除笔记。当用户需要在知识星球创建可分享的公开笔记、编辑笔记、查看笔记详情、删除笔记、或查看历史笔记时使用。注意:笔记是公开内容,任何持有链接的人都可访问。
- References files that are not bundled: ../zsxq-shared/SKILL.md
- 1 referenced file(s) missing: ../zsxq-shared/SKILL.md
- Does not say what the result is
clawhub · ↓ 1 216 ★ 1