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 data analysis workflow for CSV files with interactive guidance and flexible output formats.
Use this skill whenever the user mentions: analyzing data, CSV files, data
- References files that are not bundled: {chart.name}
- 14 top-level sections: this looks like several domains in one skill
- 3 test cases, all positive: not one "should refuse" or "should ask first"
clawhub · ↓ 1 065
Analyzerwill not run
财务造假风险分析技能。基于财务报表(利润表、资产负债表、现金流量表)评估盈余操纵与会计舞弊概率,输出结构化风险结论与证据链。支持单公司深度分析和批量筛查。Use when user asks to detect financial statement fraud, earnings manipulation, accrual quality problems
- References files that are not bundled: references/beneish-formulas.md, references/industry-thresholds.md, references/dechow-fscore.md
- 10 top-level sections: this looks like several domains in one skill
- 3 referenced file(s) missing: references/beneish-formulas.md, references/industry-thresholds.md, references/dechow-fscore.md
clawhub · ↓ 1 120
Generatorwill not run
User-approved 96Push desktop client publishing helper — query platforms/accounts, create content, inspect platform rules, and publish only after explicit confirmation. Use when use
- References files that are not bundled: references/platform-rules/<platform>.md
- Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
- 10 top-level sections: this looks like several domains in one skill
clawhub · ↓ 1 012
Analyzerwill not run
Fetches Hong Kong Jockey Club race cards with horse details, odds, and recommended picks per race. Supports date selection, class filtering, exclusions, single-race fetch, advanced
- References files that are not bundled: scripts/get_hk_race_results.js
- 1 referenced file(s) missing: scripts/get_hk_race_results.js
- Does not say what the result is
clawhub · ↓ 1 063
Referencewill not run
科技产品发布会创意总监。将结构化的 Markdown 转换为具有视觉冲击力的“大字报”风格 HTML 幻灯片。专注于电影感暗色渐变、莫兰迪色系文字、以及“呼吸感”动效,确保每页幻灯片传递核心、极简的信息。
- References files that are not bundled: assets/style.css
- 1 referenced file(s) missing: assets/style.css
- Does not say what the result is
clawhub · ↓ 1 036
Generatorwill not run
Create or update AgentSkills. Use when designing, structuring, or packaging skills with scripts, references, and assets.
- References files that are not bundled: FORMS.md, REFERENCE.md, EXAMPLES.md
- Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
- 17 referenced file(s) missing: FORMS.md, REFERENCE.md, EXAMPLES.md
clawhub · ↓ 969
Referencewill not run
Tighten Task Notifier README consent and rollback docs.
- References files that are not bundled: scripts/install-plugin.sh, scripts/doctor.sh
- 12 top-level sections: this looks like several domains in one skill
- The response is described with custom markup (3 tags): a typed call is more reliable
clawhub · ↓ 1 116
Integrationwill not run
This skill should be used when the user asks to "manage UniFi devices", "configure UniFi networks", "create a VLAN", "provision an SSID", "create firewall rules", "reorder firewall
- References files that are not bundled: examples/switch-ports.jsonc
- 1 referenced file(s) missing: examples/switch-ports.jsonc
- 47 mutating operations with no state check
clawhub · ↓ 1 182
Procedurewill not run
Find and compare student accommodation worldwide on uhomes.com. Use for any student housing, 学生公寓, 留学租房, 留学生寮, 学生マンション, or study-abroad accommodation query.
- References files that are not bundled: {property-url}?xcode=000a95434637bdf71105&utm_source=openclaw&utm_medium=ai_skill&utm_campaign=student-housing-skill-v1&utm_content={city-slug}, {search-page-url}?xcode=000a95434637bdf71105&utm_source=openclaw&utm_medium=ai_skill&utm_campaign=student-housing-skill-v1&utm_content={city-slug}
- Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
- 2 referenced file(s) missing: {property-url}?xcode=000a95434637bdf71105&utm_source=openclaw&utm_medium=ai_skill&utm_campaign=student-housing-skill-v1&utm_content={city-slug}, {search-page-url}?xcode=000a95434637bdf71105&utm_source=openclaw&utm_medium=ai_skill&utm_campaign=student-housing-skill-v1&utm_content={city-slug}
clawhub · ↓ 989
Referencewill not run
Aggregates weather, game updates, and concert data into a daily markdown briefing. Triggered by 'morning briefing', 'daily briefing', 'run my briefing', 'what's new today'.
- References files that are not bundled: assets/templates/<source-id>.jq
- 1 referenced file(s) missing: assets/templates/<source-id>.jq
- Does not say what the result is
clawhub · ↓ 1 010
Procedurewill not run
Multi-source deep research agent using MCP search tools (minimax web_search or zai-mcp-server web_search_prime).
- References files that are not bundled: url
- 1 referenced file(s) missing: url
- Does not say what the result is
clawhub · ↓ 988
ProcedureGitHubwill not run
Import, search, and archive AI conversations from ChatGPT, Claude, and Gemini. Clean indexed formats, full-text search, static HTML archive. No server required.
- References files that are not bundled: LICENSE
- 14 top-level sections: this looks like several domains in one skill
- 1 referenced file(s) missing: LICENSE
clawhub · ↓ 989
Integrationwill not run
Secure API key and secrets management for agent skills. Use this skill whenever a task requires authenticating with an external service, reading or writing API keys, tokens, passwo
- References files that are not bundled: scripts/run-with-secret.sh
- Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
- 1 referenced file(s) missing: scripts/run-with-secret.sh
clawhub · ↓ 988
Procedurewill not run
DataWorks data development Skill. Create, configure, validate, deploy, update, move, and rename nodes and workflows.
Manage components, file resources, and UDF functions. Covers 15
- References files that are not bundled: references/workflow-guide.md, references/deploy-guide.md, references/nodetypes/index.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 (7 tags): a typed call is more reliable
clawhub · ↓ 1 057
Generatorwill not run
Convert photos (people, pets, objects, logos) into 4 animated GIF stickers with captions.
Use when: user wants to create cartoon stickers, GIF expressions, emoji packs, animated av
- References files that are not bundled: references/requirements.txt, references/captions.md, assets/image-prompt-template.txt
- The response is described with custom markup (3 tags): a typed call is more reliable
- 7 referenced file(s) missing: references/requirements.txt, references/captions.md, assets/image-prompt-template.txt
clawhub · ↓ 965
Analyzerwill not run
Reviews serde serialization code for derive patterns, enum representations, custom implementations, and common serialization bugs. Use when reviewing Rust code that uses serde, ser
- References files that are not bundled: ../review-verification-protocol/SKILL.md
- 1 referenced file(s) missing: ../review-verification-protocol/SKILL.md
- No condition that starts the skill
clawhub · ↓ 1 057
Procedurewill not run
腾讯云智能顾问(Tencent Cloud Smart Advisor)架构风险巡检工具。用于获取云架构详情、架构列表、目录查询、风险评估项查询及架构评估结果。
- References files that are not bundled: 免密登录URL, ${LOGIN_URL}
- 2 referenced file(s) missing: 免密登录URL, ${LOGIN_URL}
- Does not say what the result is
clawhub · ↓ 986
Integrationwill not run
This skill should be used when users want to set up scheduled or recurring content push to WeChat Work group webhooks. It supports flexible scheduling including daily, weekly, mont
- References files that are not bundled: url
- 1 referenced file(s) missing: url
- Does not say what the result is
clawhub · ↓ 1 006
IntegrationNotionwill not run
Notion API for creating and managing pages, databases, blocks and enhanced markdown.
- References files that are not bundled: url
- The response is described with custom markup (9 tags): a typed call is more reliable
- 1 referenced file(s) missing: url
clawhub · ↓ 537 ★ 1
Analyzerwill not run
Reviews Python code for type safety, async patterns, error handling, and common mistakes. Use when reviewing .py files, checking type hints, async/await usage, or exception handlin
- 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 · ↓ 1 004
Integrationwill not run
Post to Moltbook and 4claw in a strict required format: always generate content as whale + a JSON code block, publish via API, and auto-verify Moltbook posts by fetching the return
- References files that are not bundled: examples/whale-posts.md
- Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
- 1 referenced file(s) missing: examples/whale-posts.md
clawhub · ↓ 960
Procedurewill not run
综合运营策划技能,专注于活动策划和产品运营策划,针对内容平台和社区运营场景。支持自动化生成策划方案、数据分析和项目管理。使用场景:(1) 创建内容平台活动策划方案 (2) 设计产品运营增长策略 (3) 制定社区运营计划 (4) 进行社交媒体营销策划 (5) 执行数据分析和KPI追踪
- References files that are not bundled: references/social-media-platforms.md, references/content-creations.md
- 2 referenced file(s) missing: references/social-media-platforms.md, references/content-creations.md
- Does not say what the result is
clawhub · ↓ 1 026
GeneratorPowerPointwill not run
Use when creating slide decks, presentations, product requirement docs with diagrams, or converting markdown to PDF/PPTX/HTML slides. Triggers on "make a deck", "create slides", "p
- References files that are not bundled: image.png, image1.png, image2.png
- 12 top-level sections: this looks like several domains in one skill
- 10 referenced file(s) missing: image.png, image1.png, image2.png
clawhub · ↓ 1 002
Procedurewill not run
- References files that are not bundled: scripts/system/maintenance/
- 11 top-level sections: this looks like several domains in one skill
- 1 referenced file(s) missing: scripts/system/maintenance/
clawhub · ↓ 1 002
GeneratorTelegramwill not run
Gives any OpenClaw agent a complete voice layer via ElevenLabs. Clones the principal's voice from audio samples, converts any text to MP3 audio (VSL, podcasts, video narrations, nu
- References files that are not bundled: references/setup_guide.md
- 10 top-level sections: this looks like several domains in one skill
- 1 referenced file(s) missing: references/setup_guide.md
clawhub · ↓ 980