SKILLEMALL.ai

Skill reviews

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.

10 993 found

capability-evolver

F process
Analyzerwill not run

A self-evolution engine for AI agents. Analyzes runtime history to identify improvements and applies protocol-constrained evolution.

  • References files that are not bundled: assets/gep/events.jsonl
  • Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
  • 1 referenced file(s) missing: assets/gep/events.jsonl
clawhub · ↓ 1 285 ★ 2

ad-creative

F process
Generatorwill not run

When the user wants to generate, iterate, or scale ad creative — headlines, descriptions, primary text, or full ad variations — for any paid advertising platform. Also use when the

  • References files that are not bundled: ../../tools/REGISTRY.md, ../../tools/integrations/google-ads.md, ../../tools/integrations/meta-ads.md
  • 12 top-level sections: this looks like several domains in one skill
  • 5 referenced file(s) missing: ../../tools/REGISTRY.md, ../../tools/integrations/google-ads.md, ../../tools/integrations/meta-ads.md
clawhub · ↓ 1 839 ★ 1

automd-gromacs

F process
Procedurewill not run

AutoMD-GROMACS: AI-friendly molecular dynamics automation for GROMACS with workflow, enhanced sampling, special-system simulation, advanced analysis, and publication-ready visualiz

  • References files that are not bundled: references/templates/
  • 1 referenced file(s) missing: references/templates/
  • Does not say what the result is
clawhub · ↓ 1 367 ★ 2
Referencewill not run

AI 新闻日报 v1.0.3 - 自动抓取全球 AI 行业最新动态,每日推送 10 条精选新闻。支持英文标题/内容自动翻译、400-500 字中文摘要、外部配置 (config.yaml)、失败重试、智能去重。安装后自动创建 OpenClaw 定时任务,每天早上 9:00 自动推送到对话框。用于定时抓取 AI 新闻、RSS 聚合、多语言支持。

  • References files that are not bundled: url
  • 11 top-level sections: this looks like several domains in one skill
  • 1 referenced file(s) missing: url
clawhub · ↓ 1 302 ★ 2

flomo-sync

F process
Integrationwill not run

将 flomo 所有记录 memo 同步/备份到本地 Markdown 文件的工具。使用 scripts/flomo-sync.py 脚本通过 flomo API 拉取 memo,支持增量同步、附件下载、多文件输出。当用户需要备份 flomo、同步 flomo memo 到本地、导出 flomo 笔记为 Markdown 时使用。

  • References files that are not bundled: images/2024/07/11/MTI3MTMwMzQ0_photo.png, path
  • 2 referenced file(s) missing: images/2024/07/11/MTI3MTMwMzQ0_photo.png, path
  • Does not say what the result is
clawhub · ↓ 1 279 ★ 2

36kr-aireportlist

F process
Procedurewill not run

获取36氪官方自助报道栏目文章. Use when the user asks about 36kr AI报道, 自助报道, aireport, 36kr自助报道, AI寻求报道, 自助报道文章, 最新自助报道, 查看AI报道, 36kr aireport, 查自助报道, 今日自助报道, 36kr AI寻求报道栏目, 最新报道列表.

  • References files that are not bundled: url, authorUrl
  • 2 referenced file(s) missing: url, authorUrl
  • Does not say what the result is
clawhub · ↓ 1 284 ★ 2
GeneratorWhatsAppwill not run

Search global companies and professional contacts for cross‑border B2B lead generation. Help exporters, sourcing agents and sales teams identify purchasing decision‑makers, source

  • References files that are not bundled: scripts/*.py
  • 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 · ↓ 1 684 ★ 2

vocab-master

F process
Referencewill not run

小升初英语单词深度学习系统。当用户提供单词列表、时限和可用时间,或想要帮助孩子学习英语单词、制定单词学习计划、设计单词故事记忆法、出单词考核题目、查看复习提醒时,必须使用此skill。涵盖:单词故事串联、直接生成图文教学卡PNG、分级考核(听写/发音/用法)、遗忘曲线复习提醒、学习进度追踪与下一课调整。只要用户涉及"单词学习计划"、"单词故事"、"单词考核"

  • References files that are not bundled: references/ebbinghaus.md, references/assessment-templates.md, references/story-themes.md
  • 3 referenced file(s) missing: references/ebbinghaus.md, references/assessment-templates.md, references/story-themes.md
  • Does not say what the result is
clawhub · ↓ 991 ★ 3

motion-video-maker

F process
Generatorwill not run

根据文本、脚本或 Markdown 生成结构化讲解动画视频,使用 Web 页面制作和预览 AE / PR 风格的动效。必须严格根据解说文本规划合理的动画播放与切换时间,先生成预览,只有在用户明确确认后才导出 mp4。适用于知识讲解、产品介绍、口播配套动画、字幕强化、步骤演示和数据解说视频。

  • References files that are not bundled: assets/themes/*.json, assets/templates/*.json
  • 15 top-level sections: this looks like several domains in one skill
  • The response is described with custom markup (6 tags): a typed call is more reliable
clawhub · ↓ 1 332 ★ 2

cyberpunk-theme

F process
Procedurewill not run

Install, repair, or customize this OpenClaw cyberpunk chat and dream theme. Use when the user wants this exact theme, needs compatibility restored after an OpenClaw update, wants t

  • References files that are not bundled: scripts/apply_cyberpunk_theme.py, assets/theme/assets/, assets/theme/dreaming-bg.png
  • The response is described with custom markup (6 tags): a typed call is more reliable
  • 5 referenced file(s) missing: scripts/apply_cyberpunk_theme.py, assets/theme/assets/, assets/theme/dreaming-bg.png
clawhub · ↓ 2 064 ★ 1

research-paper-kb

F process
Referencewill not run

Persistent cross-session knowledge base for research papers. Ingest arXiv/DOI → extract method, gap, threat level → append to PAPERS.md. Never lose paper context again across sessi

  • References files that are not bundled: <arxiv_or_doi_url>
  • 10 top-level sections: this looks like several domains in one skill
  • 1 referenced file(s) missing: <arxiv_or_doi_url>
clawhub · ↓ 1 842 ★ 1

AndonQ

F process
Procedurewill not run

AndonQ 腾讯云智能客服智能体 — 不切窗口、不排队,即刻获得腾讯云全产品线专业解答。支持工单查询(列表/详情/流水)、集团/MC 工单与需求单管理、腾讯云全产品线智能问答、云产品资源查询等。当用户查询工单、查看工单详情、咨询腾讯云产品问题、查询集团(360)工单/需求单、或查询腾讯云资源信息时使用。

  • References files that are not bundled: 授权URL, {authorize_url}
  • The response is described with custom markup (9 tags): a typed call is more reliable
  • 2 referenced file(s) missing: 授权URL, {authorize_url}
clawhub · ↓ 1 408 ★ 2
Analyzerwill not run

根据用户提供的论文主题,进行系统性中英文文献回顾(Literature Survey)。 采用8阶段工作流,支持CNKI、Web of Science、ScienceDirect等主流数据库, 无需API配置,通过浏览器自动化获取文献信息。 输出包含GB/T 7714-2015引文、标题、摘要的Markdown文档。 当用户提到"文献回顾"、"文献综述"、"

  • References files that are not bundled: url
  • 17 top-level sections: this looks like several domains in one skill
  • 1 referenced file(s) missing: url
clawhub · ↓ 1 282 ★ 2

soul-memory

F process
Procedurewill not run

Intelligent memory management system v3.5.13 - 修復 heartbeat-trigger.py 改用上次 heartbeat 到現在的增量窗口抓取 important context,避免固定 3 小時窗口遺漏與重掃。

  • References files that are not bundled: LICENSE
  • 15 top-level sections: this looks like several domains in one skill
  • 1 referenced file(s) missing: LICENSE
clawhub · ↓ 1 828 ★ 1
Integrationwill not run

Use this skill as an entry point to discover, select, and fetch specific integration parameters for all supported AI image generation models.

  • References files that are not bundled: image_url
  • 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 (4 tags): a typed call is more reliable
clawhub · ↓ 1 010 ★ 3

kai-report-creator

F process
GeneratorPowerPointwill not run

Use when the user wants to CREATE or GENERATE a report, business summary, data dashboard, or research doc — 报告/数据看板/商业报告/研究文档/KPI仪表盘. Handles Chinese and English equally. Supports

  • References files that are not bundled: references/toc-and-template.md, scripts/export-image.py, references/spec-loading-matrix.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 · ↓ 1 838 ★ 1

drawio-generator

F process
Generatorwill not run

Generate draw.io diagrams from Mermaid, XML, or CSV code. Use this skill when the user requests any visual diagram including flowcharts, UML diagrams, ERD, architecture diagrams, m

  • References files that are not bundled: <URL>
  • 1 referenced file(s) missing: <URL>
  • Does not say what the process needs to start
clawhub · ↓ 1 841 ★ 1
IntegrationDockerwill not run

Use this skill for MaxFrame SDK development and documentation navigation on Alibaba Cloud MaxCompute (ODPS). Helps answer MaxFrame API, concept, official example, and supported pan

  • References files that are not bundled: scripts/lookup_operator.py, references/maxframe-client-docs/user_guide/, references/maxframe-client-docs/user_guide/dataframe/supported_pd_apis.md
  • Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
  • 16 top-level sections: this looks like several domains in one skill
clawhub · ↓ 4 383

surrealism

F process
Generatorwill not run

SurrealDB Surrealism WASM extension development. Write Rust functions, compile to WASM, deploy as database modules. Part of the surreal-skills collection.

  • References files that are not bundled: ../../rules/surrealism.md
  • 1 referenced file(s) missing: ../../rules/surrealism.md
  • Does not say what the result is
clawhub · ↓ 1 245 ★ 2
Analyzerwill not run

This skill applies Ray Dalio's macro analysis framework to analyze global economic conditions, investment allocation, and geopolitical risks. Updated to 2026: covers Dalio's latest

  • References files that are not bundled: references/five_forces_framework.md, references/debt_cycle_guide.md, references/dalio_2026_views.md
  • 4 referenced file(s) missing: references/five_forces_framework.md, references/debt_cycle_guide.md, references/dalio_2026_views.md
  • Does not say what the result is
clawhub · ↓ 1 426 ★ 2

agentic-street

F process
Procedurewill not run

Earn yield on USDC by investing in AI-managed DeFi funds, or launch your own fund and build a public track record on Base. Browse funds, deposit USDC, check fund performance, monit

  • References files that are not bundled: scripts/*.sh
  • 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 · ↓ 1 255 ★ 2
Procedurewill not run

Agent memory and self-improvement system. Replaces naive file-based agent memory with a structured SQLite learning engine: capture corrections, errors, and reusable lessons during

  • References files that are not bundled: scripts/..., references/...
  • 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 · ↓ 1 795 ★ 1

security-shield

F process
Procedurewill not run

Security checks for external content — downloads, fetched documents, attachments, and newly imported resources. Use when verifying external content before trusting it. External inf

  • References files that are not bundled: SKILL.md.sha256
  • Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
  • 27 top-level sections: this looks like several domains in one skill
clawhub · ↓ 2 176 ★ 1

keep

F process
Procedurewill not run

Reflective Memory

  • References files that are not bundled: keep/data/system/conversations.md, keep/data/system/domains.md
  • 2 referenced file(s) missing: keep/data/system/conversations.md, keep/data/system/domains.md
  • Does not say what the result is
clawhub · ↓ 3 360
Integrationwill not run

Safe OpenClaw gateway restart workflow with doctor precheck, checkpoint, restart-health-resume chain, task continuation, reconcile, and user-visible notifications.

  • References files that are not bundled: examples/plan-valid.json, examples/plan-invalid.json, references/phase4-rollout-checklist.md
  • 3 referenced file(s) missing: examples/plan-valid.json, examples/plan-invalid.json, references/phase4-rollout-checklist.md
  • No condition that starts the skill
clawhub · ↓ 1 226 ★ 2