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.
Analyzerwill not run
Comprehensive Python/FastAPI backend code review with optional parallel agents
- References files that are not bundled: ../review-verification-protocol/SKILL.md, ../python-code-review/SKILL.md, ../fastapi-code-review/SKILL.md
- 13 top-level sections: this looks like several domains in one skill
- 7 referenced file(s) missing: ../review-verification-protocol/SKILL.md, ../python-code-review/SKILL.md, ../fastapi-code-review/SKILL.md
clawhub · ↓ 952
Analyzerwill not run
Reviews BubbleTea TUI code for proper Elm architecture, model/update/view patterns, and Lipgloss styling. Use when reviewing terminal UI code using charmbracelet/bubbletea.
- References files that are not bundled: ../review-verification-protocol/SKILL.md
- 1 referenced file(s) missing: ../review-verification-protocol/SKILL.md
- Does not say what the result is
clawhub · ↓ 978
Generatorwill not run
Evidence-based supplement intelligence powered by the SupStack database (220 supplements, 7,780+ studies, 21 health goals). Use when the user asks about supplements, vitamins, mine
- 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
- 26 top-level sections: this looks like several domains in one skill
clawhub · ↓ 928
GeneratorWordwill not run
Feishu document read/write operations. Activate when user mentions Feishu docs, cloud docs, or docx links.
- References files that are not bundled: url
- 1 referenced file(s) missing: url
- Does not say what the result is
clawhub · ↓ 885
Analyzerwill not run
Execute flexible GraphQL queries against ChainStream's on-chain data warehouse (27 cubes in 3 chain groups: EVM, Solana, Trading). Use when user needs custom analytics beyond stand
- References files that are not bundled: ../shared/authentication.md, ../shared/x402-payment.md, ../shared/authentication.md
- 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 · ↓ 949
Referencewill not run
当用户需要管理对话记忆时应使用此skill。
触发条件包括:
- 用户说"记下来"、"记住这个"、"别忘了"、"永久保存"、"这是一个重点"
- 用户查询历史信息:"之前是怎么做的"、"查找关于...的记录"、"回忆一下..."
- 会话结束需要自动整理归档
- 需要评估信息重要性并决定存储位置
- 需要更新记忆索引或检索规则
本skill提供双层记忆机
- References files that are not bundled: references/retrieval_rules.md, references/scoring_criteria.md, references/time_decay_formula.md
- 11 top-level sections: this looks like several domains in one skill
- 7 referenced file(s) missing: references/retrieval_rules.md, references/scoring_criteria.md, references/time_decay_formula.md
clawhub · ↓ 903
ProcedureYouTubewill not run
With me. YouTube 频道 Lofi 氛围视频制作全流程。小米(Content)全权调度,从选题到发布一条龙。含 AI 图片生成、Envato 音频下载、FFmpeg 合成、SEO 资料包、YouTube 上传排程、Shorts 切片。触发词:withme、lofi视频、氛围视频、YouTube发布、开始制作、V{N}。
- References files that are not bundled: scripts/build-v{N}.sh
- 10 top-level sections: this looks like several domains in one skill
- 1 referenced file(s) missing: scripts/build-v{N}.sh
clawhub · ↓ 904
Procedurewill not run
Google Workflow: Announce a Drive file in a Chat space.
- References files that are not bundled: ../gws-shared/SKILL.md, ../gws-workflow/SKILL.md
- 2 referenced file(s) missing: ../gws-shared/SKILL.md, ../gws-workflow/SKILL.md
- No condition that starts the skill
clawhub · ↓ 903
Integrationwill not run
抖音作品查询工具。根据关键词搜索抖音热门爆款作品,支持按日期范围筛选,结果以结构化表格展示。当用户查找抖音热门内容、搜索抖音爆款视频、查询抖音作品数据时使用。触发词:抖音作品查询、抖音爆款、抖音热门、抖音热榜、抖音搜索、爆款视频、热门视频。
- References files that are not bundled: work_url
- 1 referenced file(s) missing: work_url
- Does not say what the result is
clawhub · ↓ 1 177
Procedurewill not run
腾讯 IMA 知识库 Wiki 编译——将原始资料系统化组织为结构清晰的Wiki知识体系,并支持标签体系管理与按文件夹层级结构归类。当用户说"建知识库""整理资料库""编译知识库""搭建wiki""知识体系化""把资料整理成wiki""给知识库打标签""按标签分类""标签整理""按文件夹归类""整理散落文件"时触发。不适用于单篇摘要、简单问答、或仅搜索已有知
- References files that are not bundled: 永久URL, 链接
- 16 top-level sections: this looks like several domains in one skill
- 2 referenced file(s) missing: 永久URL, 链接
clawhub · ↓ 1 179
Integrationwill not run
Reference documentation patterns for API and symbol documentation. Use when writing reference docs, API docs, parameter tables, or technical specifications. Triggers on reference d
- References files that are not bundled: ../docs-style/references/diataxis-compass.md, /reference/related-symbol, /reference/another-symbol
- 13 top-level sections: this looks like several domains in one skill
- 11 referenced file(s) missing: ../docs-style/references/diataxis-compass.md, /reference/related-symbol, /reference/another-symbol
clawhub · ↓ 1 001
AnalyzerGitHubwill not run
Detect AI-generated writing patterns in developer text — docs, docstrings, commit messages, PR descriptions, and code comments. Use when reviewing any text artifact for authenticit
- References files that are not bundled: ../../../beagle-core/skills/review-verification-protocol/SKILL.md, ../../../beagle-core/skills/llm-artifacts-detection/SKILL.md, references/*.md
- 12 top-level sections: this looks like several domains in one skill
- The response is described with custom markup (8 tags): a typed call is more reliable
clawhub · ↓ 948
Referencewill not run
跟踪并分析大语言模型(LLM)领域最新发展趋势,输出结构化趋势报告。当用户询问 LLM 趋势、大模型动态、AI 前沿、技术预测、LLM 发展方向时激活。
- References files that are not bundled: references/papers-trends.md
- 1 referenced file(s) missing: references/papers-trends.md
- Does not say what the result is
clawhub · ↓ 924
GeneratorPostgreSQLwill not run
Use this skill to read/write the hybrid memory stack (Postgres facts, Redis realtime state, Qdrant vector recall) that lives under `infra/memory-stack`. Provides shell helpers for
- References files that are not bundled: scripts/init_qdrant.sh
- 1 referenced file(s) missing: scripts/init_qdrant.sh
- Does not say what the result is
clawhub · ↓ 901
Integrationwill not run
Generate images with Model Studio DashScope SDK using Qwen Image generation models (qwen-image-max, qwen-image-plus-2026-01-09). Use when implementing or documenting image.generate
- References files that are not bundled: references/api_reference.md, references/prompt-guide.md, references/sources.md
- 13 top-level sections: this looks like several domains in one skill
- 3 referenced file(s) missing: references/api_reference.md, references/prompt-guide.md, references/sources.md
clawhub · ↓ 902
Analyzerwill not run
该技能调用阿里云晓蜜 CCAI AIO,对客服通话或文字对话进行 AI 智能分析,支持摘要生成、服务质检、情绪检测、满意度评估、关键词提取、字段抽取、QA 生成、用户画像、标签分类等多种分析任务,输入可以是文本对话或语音文件 URL。 当用户问题涉及「总结/摘要一段对话或通话内容」「对客服录音做质检或合规检查」「分析用户情绪或满意度」「从对话中提取关键词、字
- References files that are not bundled: references/scenarios.md
- 1 referenced file(s) missing: references/scenarios.md
- Does not say what the result is
clawhub · ↓ 901
Analyzerwill not run
Validate, lint, audit, or fix PromQL queries and alerting rules; detects anti-patterns.
- References files that are not bundled: examples/bad_queries.promql, examples/good_queries.promql, examples/optimization_examples.promql
- 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 · ↓ 902
Generatorwill not run
文案插图专家,为文章生成手绘风格插图。风格:手绘、简约、整洁、留白、构图平衡、色调统一。Use when user asks to generate illustrations for articles, "为文章配图", "生成插图", or needs hand-drawn style images for content.
- References files that are not bundled: imgs/01-hand-drawn-xxx.png
- 1 referenced file(s) missing: imgs/01-hand-drawn-xxx.png
- Does not say what the result is
clawhub · ↓ 922
Integrationwill not run
基于 BizyAir 异步 API 的批量多密钥图片生成助手。支持从本地文件或远程 URL 读取多个 API 密钥,批量执行图片生成任务,每个密钥对应一个任务。当用户需要批量生成 BizyAir 图片、多密钥并发执行、分镜场景图生成时必须使用此技能。
- References files that are not bundled: <URL>?image_process=format,webp&x-oss-process=image/resize,w_360,m_lfit/format,webp
- 14 top-level sections: this looks like several domains in one skill
- 1 referenced file(s) missing: <URL>?image_process=format,webp&x-oss-process=image/resize,w_360,m_lfit/format,webp
clawhub · ↓ 898
Analyzerwill not run
Address tracker and analysis. Use this skill whenever the user provides an on-chain address or asks to track or query an address. Trigger phrases include: track this address, who o
- References files that are not bundled: scripts/update-skill.*
- Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
- 1 referenced file(s) missing: scripts/update-skill.*
clawhub · ↓ 900
Generatorwill not run
Build ORBCAFE application shell and navigation with CAppPageLayout, NavigationIsland, useNavigationIsland, i18n, markdown renderer, and CPageTransition using official examples patt
- References files that are not bundled: examples/app/layout.tsx, examples/app/providers.tsx, examples/app/_components/HomeDemoClient.tsx
- 4 referenced file(s) missing: examples/app/layout.tsx, examples/app/providers.tsx, examples/app/_components/HomeDemoClient.tsx
- No condition that starts the skill
clawhub · ↓ 898
GeneratorZapierwill not run
Ready-to-use automation templates for n8n, Make.com, and Zapier. Pre-built workflows for common use cases. Copy, customize, deploy. Use when you need quick automation setups.
- References files that are not bundled: templates/your-template.json, scripts/generator.py, references/platforms.md
- 3 referenced file(s) missing: templates/your-template.json, scripts/generator.py, references/platforms.md
- Does not say what the result is
clawhub · ↓ 899
Procedurewill not run
微信公众号文章同步与详情抓取助手。支持公众号后台登录、搜索与添加公众号、同步文章列表、抓取单篇或单账号文章详情、下载文章图片、配置代理、导出最近文章汇总和 Markdown 报告。用于“查最近文章”“抓文章详情”“下载公众号文章图片”“同步指定公众号文章”“按账号导出汇总”等场景。
- References files that are not bundled: references/account-classification.md
- 12 top-level sections: this looks like several domains in one skill
- 1 referenced file(s) missing: references/account-classification.md
clawhub · ↓ 943
Procedurewill not run
AI Agent 自进化记忆系统。核心功能 100% 本地运行 (纯 Markdown+JSON)。网络备份/节点通信为可选 opt-in,需手动配置凭证。
- References files that are not bundled: scripts/*.sh
- 1 referenced file(s) missing: scripts/*.sh
- Does not say what the result is
clawhub · ↓ 896
ProcedureDiscordwill not run
- References files that are not bundled: references/sent_urls.txt
- 13 top-level sections: this looks like several domains in one skill
- 1 referenced file(s) missing: references/sent_urls.txt
clawhub · ↓ 897