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.
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Use when building CLI tools, implementing argument parsing, or adding interactive prompts. Invoke for CLI design, argument parsing, interactive prompts, progress indicators, shell
- References files that are not bundled: references/design-patterns.md, references/node-cli.md, references/python-cli.md
- 5 referenced file(s) missing: references/design-patterns.md, references/node-cli.md, references/python-cli.md
- No condition that starts the skill
clawhub · ↓ 817
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Two-tier memory system for OpenClaw agents. Tier 0 = QMD semantic search for recent memories (7-14 days). Tier 1 = SQLite archive for long-term storage. Auto-archives old sessions
- References files that are not bundled: references/archiver-api.md
- 10 top-level sections: this looks like several domains in one skill
- 1 referenced file(s) missing: references/archiver-api.md
clawhub · ↓ 791
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全网持续收录每日公众号原创热门文章内容,向用户推送公众号原创热门文章;当用户需要获取全领域的公众号原创热门文章、或订阅每日原创热门文章推送时使用
- References files that are not bundled: 链接
- 1 referenced file(s) missing: 链接
- Does not say what the result is
clawhub · ↓ 815
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从简历到纯标签矩阵的完整流程。接受简历文本/文件 → LLM 提取原子标签(含近义词扩展) → 创建飞书多维表格(多选标签字段) → 批量录入候选人 → 清理空白行列 → 输出可搜索的人才标签库。当用户提供简历并要求"生成标签矩阵"、"人才标签库"、"简历转表格"、"候选人打标"时使用。
- References files that are not bundled: references/taxonomy.md
- 1 referenced file(s) missing: references/taxonomy.md
- Does not say what the result is
clawhub · ↓ 909
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Recover corrupted exFAT USB drives on Windows without formatting. Diagnose boot region corruption, repair with chkdsk or TestDisk, and prevent future corruption with write cache fi
- References files that are not bundled: scripts/safe-shutdown.ps1, scripts/backup-boot-region.ps1
- 2 referenced file(s) missing: scripts/safe-shutdown.ps1, scripts/backup-boot-region.ps1
- Does not say what the result is
clawhub · ↓ 766
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Psychoacoustics, clinical psychology, logotherapy, and existential philosophy applied to music production. Use when producing, mixing, or designing sound for altered states of cons
- References files that are not bundled: references/genre-<name>.md
- 1 referenced file(s) missing: references/genre-<name>.md
- Does not say what the result is
clawhub · ↓ 766
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cg write Node.js package manager with strict dependency resolution. Use when running pnpm specific commands, configuring workspaces, or managing dependencies with catalogs, patches
- References files that are not bundled: references/core-cli.md, references/core-config.md, references/core-workspaces.md
- 13 referenced file(s) missing: references/core-cli.md, references/core-config.md, references/core-workspaces.md
- Prose only: no discrete steps
clawhub · ↓ 766
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Tarot card reading expert system for single card interpretation, spread readings, relationship guidance, and social media content creation. Use when user mentions "塔罗", "tarot", "塔
- References files that are not bundled: references/knowledge/card-combinations.md
- 1 referenced file(s) missing: references/knowledge/card-combinations.md
- No condition that starts the skill
clawhub · ↓ 765
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基于 Everything/es.exe 的本地文件搜索引擎 + 面包屑知识管理系统 + 艾宾浩斯复习引擎 + 拓扑甜甜圈知识关联。
- References files that are not bundled: references/*.md
- 1 referenced file(s) missing: references/*.md
- Does not say what the result is
clawhub · ↓ 813
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多搜索引擎聚合搜索工具。集成17个搜索引擎(8个国内+9个国际),支持高级搜索语法、时间筛选、站内搜索、隐私引擎和 WolframAlpha 知识查询。无需 API Key。当用户要求搜索、多引擎搜索、聚合搜索、隐私搜索、或需要全面信息检索时触发。
- References files that are not bundled: URL, 链接
- 2 referenced file(s) missing: URL, 链接
- Does not say what the result is
clawhub · ↓ 764
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Full desktop automation - screenshots, mouse, keyboard, window management, clipboard, screen info
- References files that are not bundled: scripts/setup.ps1
- Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
- 1 referenced file(s) missing: scripts/setup.ps1
clawhub · ↓ 813
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在客户端环境读取用户可访问的飞书文档,并将最终文章内容发送到 feishu.shing19.cc,由该服务发布到微信公众号草稿箱。
- References files that are not bundled: url, ...
- The response is described with custom markup (5 tags): a typed call is more reliable
- 2 referenced file(s) missing: url, ...
clawhub · ↓ 786
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回归测试用例生成器。当软件发生变更时,根据变更影响范围自动推荐需要执行的回归测试用例,并生成优先级排序,帮助测试团队快速聚焦。触发词:生成回归测试、回归测试、测试用例推荐、regression test、测试建议
- References files that are not bundled: references/effort-estimation.md
- 1 referenced file(s) missing: references/effort-estimation.md
- Does not say what the result is
clawhub · ↓ 785
Referencewill not run
- References files that are not bundled: docs/INSTALL.md, docs/USAGE.md, docs/ARCHITECTURE.md
- 11 top-level sections: this looks like several domains in one skill
- 3 referenced file(s) missing: docs/INSTALL.md, docs/USAGE.md, docs/ARCHITECTURE.md
clawhub · ↓ 811
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Scan npm packages used in a repository for risk, maintenance health, and upgrade concerns.
- References files that are not bundled: references/checklist.md, references/commands.md
- 2 referenced file(s) missing: references/checklist.md, references/commands.md
- No condition that starts the skill
clawhub · ↓ 762
Analyzerwill not run
OpenClaw Security Auditor (OSA) - Comprehensive security auditing tool for OpenClaw deployments. Provides 60-second security diagnosis, risk scoring (0-100), bilingual reports (Chi
- References files that are not bundled: scripts/i18n.py, scripts/scan_current.py, scripts/fix_security.py
- 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 · ↓ 738
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Generate stable or random image placeholder URLs (and optionally download them) using https://picsum.photos. Use when the user mentions picsum, placeholder images, lorem picsum, ra
- References files that are not bundled: references/picsum-api.md, scripts/picsum.py
- 2 referenced file(s) missing: references/picsum-api.md, scripts/picsum.py
- Does not say what the process needs to start
clawhub · ↓ 760
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Create, edit, improve, or audit AgentSkills. Use when creating a new skill from scratch or when asked to improve, review, audit, tidy up, or clean up an existing skill or SKILL.md
- References files that are not bundled: forms.md, api.md, redlining.md
- 3 referenced file(s) missing: forms.md, api.md, redlining.md
- Does not say what the result is
clawhub · ↓ 784
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Generate images using GLM-Image API. Use when the user wants to generate, create, or draw an image from a text prompt. Triggers on requests like "generate an image of...", "create
- References files that are not bundled: <url>
- 1 referenced file(s) missing: <url>
clawhub · ↓ 809
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- References files that are not bundled: scripts/trinity-compress.sh, scripts/install.ps1, scripts/install.sh
- 3 referenced file(s) missing: scripts/trinity-compress.sh, scripts/install.ps1, scripts/install.sh
- Does not say what the result is
clawhub · ↓ 783
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南昌嘉宝莉(嘉宝莉南昌总代)——油漆涂料智能客服Skill。当用户咨询油漆、涂料、装修、防水、艺术漆等时触发:包括商品咨询、产品推荐、价格优惠、施工服务、门店导航、渠道门店推荐等。适用于建材涂料门店客服场景。触发关键词:南昌嘉宝莉、嘉宝莉、油漆、涂料、乳胶漆、艺术漆、防水涂料、装修、刷墙、翻新、陶乐嘉。
- References files that are not bundled: references/images/
- 1 referenced file(s) missing: references/images/
- Does not say what the result is
clawhub · ↓ 940
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把一段抖音/小红书短视频拆成「故事 + 心理学」式爆款拆解报告——选题/一句话总结/内容描述/视频结构(开头-中间-结尾)/事件推进/落幕文案/受众启示/核心爆点/节奏/BGM。给运营拍同款、写脚本、做分镜时直接当弹药。当用户说"拆解视频""分析这条视频""帮我看这段抖音""短视频结构""卡点在哪""这条爆款怎么火的"时触发。输入:本地 mp4 文件路径。输
- References files that are not bundled: templates/report.md.j2
- 1 referenced file(s) missing: templates/report.md.j2
- Does not say what the result is
clawhub · ↓ 758
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基于传统周公解梦和现代心理学的双语解梦系统。支持格式化梦境输入、交互式引导提问、双版本解读(传统版+科学版)、智能吉凶建议。使用场景:梦境解读、运势咨询、心理安慰、文化娱乐。SEO关键词:dream analysis, dream interpretation, dream meaning, Chinese dream analysis, Zhou Gong
- References files that are not bundled: references/dream_dictionary.md, references/feng_shui_guide.md, references/psychology_reference.md
- 13 top-level sections: this looks like several domains in one skill
- 3 referenced file(s) missing: references/dream_dictionary.md, references/feng_shui_guide.md, references/psychology_reference.md
clawhub · ↓ 758
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将已完成的 feature spec 归档到全局知识库。提取关键决策,更新约束和领域索引,然后将 feature 目录移到 spec/archive/。
- References files that are not bundled: ../archive/{feature_dir}/, {primary_domain}.md, images/NN-type.png
- 15 top-level sections: this looks like several domains in one skill
- 5 referenced file(s) missing: ../archive/{feature_dir}/, {primary_domain}.md, images/NN-type.png
clawhub · ↓ 759
Integrationwill not run
Configure and use Volcano Engine (Volcengine) models including Doubao (Seed 2.0), GLM, DeepSeek, and Qwen. Use when: (1) Setting up Volcengine API access in OpenClaw, (2) Choosing
- References files that are not bundled: configuration.md, configuration.md
- 10 top-level sections: this looks like several domains in one skill
- 2 referenced file(s) missing: configuration.md, configuration.md
clawhub · ↓ 757