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
Diagnose the root causes of product returns and build a concrete reduction plan targeting the highest-impact changes — covering listing accuracy, size guidance, packaging improveme
- References files that are not bundled: references/output-template.md, references/return-cost-calculator.md, references/listing-audit-guide.md
- 4 referenced file(s) missing: references/output-template.md, references/return-cost-calculator.md, references/listing-audit-guide.md
- Does not say what the result is
clawhub · ↓ 806
Analyzerwill not run
Security auditing for OpenClaw agent skills. Scans skills for dangerous patterns,
vulnerable dependencies, and suspicious behaviors before installation.
- References files that are not bundled: CLAWHUB_INTEGRATION.md
- 1 referenced file(s) missing: CLAWHUB_INTEGRATION.md
- Does not say what the result is
clawhub · ↓ 781
Procedurewill not run
用于给 OpenClaw 安装可复用的 continuity 模板与统一安装入口,支持 workspace-only、continuity-only 和 full continuity 三条路线;可选对匹配源码树应用 runtime patch,实现前台同一对话、后台自动续接、静默 continuity 准备的工作流。
- References files that are not bundled: assets/patch/thread-continuity.patch
- The response is described with custom markup (3 tags): a typed call is more reliable
- 1 referenced file(s) missing: assets/patch/thread-continuity.patch
clawhub · ↓ 781
Generatorwill not run
Master any topic with AI-powered learning paths using proven learning science methods including spaced repetition, active recall, and quizzing. Create personalized study plans, tra
- References files that are not bundled: references/quiz-templates.md, scripts/track-progress.py
- 15 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 · ↓ 866
AnalyzerYouTubewill not run
Track YouTube creators and analyze video content. Paste a YouTube link to get an AI-powered breakdown (summary, key points, why it matters), then optionally follow the creator for
- References files that are not bundled: {视频链接}
- 1 referenced file(s) missing: {视频链接}
- Does not say what the result is
clawhub · ↓ 806
Generatorwill not run
AhaPoint 生成专家。按 AhaPoints Protocol v1.0 标准,挖掘并生成独立的 aha point 报告(痛点🔴/妙点🟢/乐点🟡)。当用户说"生成 aha point"、"挖掘 XX 领域的点"、"按模板写报告"时使用此技能。
- References files that are not bundled: ../../ahapoints-protocol/AHAPOINTS-PROTOCOL-v1.0.md, ../../ahapoints-protocol/points/, ../../ahapoints-protocol/graphs/
- 14 top-level sections: this looks like several domains in one skill
- 4 referenced file(s) missing: ../../ahapoints-protocol/AHAPOINTS-PROTOCOL-v1.0.md, ../../ahapoints-protocol/points/, ../../ahapoints-protocol/graphs/
clawhub · ↓ 757
Integrationwill not run
Comprehensive QuickBooks Online API integration for accounting, invoicing, payments, and financial reporting
- 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
- 18 top-level sections: this looks like several domains in one skill
clawhub · ↓ 865
Procedurewill not run
Activate when: user says 'set OKRs', 'write objectives and key results', 'our goals aren't measurable', 'teams are hitting targets but the business isn't moving', 'we need stretch
- References files that are not bundled: examples/andy-grove-at-intel-1971-john-doerr-at-google-1999.md, examples/bono-one-campaign-2002-2018.md, examples/ai-native-org-okrs-2024-2026.md
- 10 top-level sections: this looks like several domains in one skill
- 4 referenced file(s) missing: examples/andy-grove-at-intel-1971-john-doerr-at-google-1999.md, examples/bono-one-campaign-2002-2018.md, examples/ai-native-org-okrs-2024-2026.md
clawhub · ↓ 876 ★ 2
Procedurewill not run
When the user asks to 策划/构思/设计/写脚本/画分镜 for a video project — e.g. '帮我策划一个广告创意' '这个产品演示视频怎么拍' '帮我写科幻短片的分镜脚本' '给我这个品牌TVC的美术方向'。Not for actual video rendering/compositing or AI image/
- References files that are not bundled: references/roles/<name>.md
- 1 referenced file(s) missing: references/roles/<name>.md
- Does not say what the result is
clawhub · ↓ 549 ★ 1
Generatorwill not run
Install 3x-ui panels on servers via SSH, create VLESS+Reality+TCP nodes with SOCKS5 outbound binding. Triggers on giving SOCKS5 ip:port:user:pass with a server name, or requests li
- References files that are not bundled: scripts/servers.yaml, scripts/servers.yaml.example
- Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
- 2 referenced file(s) missing: scripts/servers.yaml, scripts/servers.yaml.example
clawhub · ↓ 833
Referencewill not run
全流程项目管理工具,用于梳理项目关键节点、管理参与部门与任务排期、跟踪KPI完成度、生成定期报告、发送进度提醒邮件、创建可视化看板。适用于需要结构化项目管理的场景,包括项目启动、里程碑跟踪、跨部门协作、进度汇报、风险预警等。
- References files that are not bundled: references/project-templates.md, references/email-config.md
- The response is described with custom markup (3 tags): a typed call is more reliable
- 2 referenced file(s) missing: references/project-templates.md, references/email-config.md
clawhub · ↓ 754
Procedurewill not run
DeFi 收益聚合器(Yield Aggregator)助手。帮助用户找到最佳收益策略、
分析各协议 APY、执行自动复投、追踪仓位收益。
当用户提到以下内容时激活:
- "收益聚合"、"DeFi 收益"、"撸收益"
- "Yearn Finance"、"Beefy Finance"、"Pendle"、"Gamma"
- "APY 查询"、"哪个池子收益最
- References files that are not bundled: scripts/position_tracker.py
- 1 referenced file(s) missing: scripts/position_tracker.py
- Does not say what the result is
clawhub · ↓ 805
Procedurewill not run
Full AI image creation workflow — intent classification, prompt enhancement, multi-direction generation via fal.ai, and error recovery. Triggers on "generate image", "ai image", "c
- References files that are not bundled: references/prompt-library-curated.json, references/prompt-templates.md
- 2 referenced file(s) missing: references/prompt-library-curated.json, references/prompt-templates.md
- Does not say what the process needs to start
clawhub · ↓ 833
ReferenceDiscordTelegramwill not run
Cross-platform social media posting for X (Twitter), Telegram, and Discord. Post content simultaneously to multiple platforms, format messages for each platform's requirements, and
- References files that are not bundled: $LINK
- 1 referenced file(s) missing: $LINK
- Does not say what the result is
clawhub · ↓ 803
ProcedureLaTeXwill not run
运筹优化数学建模辅助工具。当用户需要将实际问题转化为数学优化模型时使用,包括:(1) 输入运筹优化问题并要求建立数学模型;(2) 需要将文字描述转化为目标函数和约束条件;(3) 要求对问题进行数学公式化表述;(4) 需要验证或完善优化问题的数学模型;(5) 搜索相关学术论文了解研究现状。支持的场景:线性规划、整数规划、混合整数规划、非线性规划、动态规划、TS
- References files that are not bundled: references/advanced-models.md
- 10 top-level sections: this looks like several domains in one skill
- 1 referenced file(s) missing: references/advanced-models.md
clawhub · ↓ 777
Referencewill not run
[何时使用]当用户需要评估技能质量时;当用户说"检查这个 skill"时;当创建或修改 skill 后需要验证时;当检测到"skill 优化""skill 评估""技能检查"等关键词时;当批量检查多个技能时
- References files that are not bundled: templates/xxx.md, references/examples.md, references/scoring.md
- 3 referenced file(s) missing: templates/xxx.md, references/examples.md, references/scoring.md
- Does not say what the result is
clawhub · ↓ 777
Procedurewill not run
Complete academic paper writing pipeline with integrity checks and multi-agent review system. Optimized prompts for Methods/Results/Discussion sections. Features self-counterargume
- References files that are not bundled: references/evidence_levels.md, references/citation_styles.md
- 2 referenced file(s) missing: references/evidence_levels.md, references/citation_styles.md
- Does not say what the result is
clawhub · ↓ 800
Referencewill not run
事实核查与辟谣工具。当用户提供链接/图片/视频/文字要求事实核查时触发。覆盖两类场景:自查信息真伪,或核查别人分享的内容并生成回复。
- References files that are not bundled: 链接
- 1 referenced file(s) missing: 链接
- Does not say what the result is
clawhub · ↓ 774
Generatorwill not run
Idiomatic Go HTTP middleware patterns with context propagation, structured logging via slog, centralized error handling, and panic recovery. Use when writing middleware, adding req
- References files that are not bundled: h
- Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
- 1 referenced file(s) missing: h
clawhub · ↓ 774
Analyzerwill not run
- References files that are not bundled: VIOLENCE_DETECTION.md
- 1 referenced file(s) missing: VIOLENCE_DETECTION.md
- Does not say what the result is
clawhub · ↓ 859
Procedurewill not run
Run a protein-ligand docking workflow for research questions about target binding, selectivity, and structural plausibility.
Use this skill when the user asks whether a ligand may
- References files that are not bundled: references/alphafold_multimer_colab.ipynb
- 1 referenced file(s) missing: references/alphafold_multimer_colab.ipynb
- Does not say what the result is
clawhub · ↓ 752
Generatorwill not run
Generate modern operator-style social-media infographics (Twitter, LinkedIn, Instagram) using OpenAI gpt-image-2. Use this skill whenever the user wants to make an infographic, des
- References files that are not bundled: assets/avatar.png
- 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 · ↓ 773
Analyzerwill not run
Evidence-first workflow for scientific research, literature review, method selection, study planning, biomedical analysis, and research writing. Use when Codex should pause before
- References files that are not bundled: references/evidence-evaluation.md
- 1 referenced file(s) missing: references/evidence-evaluation.md
- No condition that starts the skill
clawhub · ↓ 798
Analyzerwill not run
Game Informer — section RSS (news/reviews/previews/features). Fetch per section; English reply; only ### headings for sections with at least one item from that feed; no empty place
- References files that are not bundled: exact-link-from-item, url
- The response is described with custom markup (5 tags): a typed call is more reliable
- 2 referenced file(s) missing: exact-link-from-item, url
clawhub · ↓ 799
Procedurewill not run
三式之首,帝王之学。奇门遁甲直断,输入时辰问题直接给结论。九宫+用神+格局+应期完整输出。
触发关键词:奇门直断、奇门遁甲、问事直断、断卦判断、时盘分析、看看时盘、问跳槽、问事业
- References files that are not bundled: references/qimen.py
- 18 top-level sections: this looks like several domains in one skill
- 1 referenced file(s) missing: references/qimen.py
clawhub · ↓ 771