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.

10 968 found

system-architect

F process
Referencewill not run

Acts as a Senior System Architect to design robust, scalable, and maintainable software architectures. Enforces industry standards (PEP 8 for Python, ESLint for JS/TS), modular des

  • References files that are not bundled: assets/templates/.editorconfig, assets/templates/.pylintrc, assets/templates/.eslintrc.json
  • 3 referenced file(s) missing: assets/templates/.editorconfig, assets/templates/.pylintrc, assets/templates/.eslintrc.json
  • Does not say what the result is
clawhub · ↓ 3 489 ★ 2

tiktok-android-bot

F process
Generatorwill not run

Automate TikTok engagement on Android using ADB. Search topics, comment with AI or templates, includes setup wizard. Use for TikTok automation campaigns and building social presenc

  • References files that are not bundled: references/COORDINATES.md
  • 15 top-level sections: this looks like several domains in one skill
  • 1 referenced file(s) missing: references/COORDINATES.md
clawhub · ↓ 2 583 ★ 3

agent-intelligence

F process
Analyzerwill not run

Query agent reputation, detect threats, and discover high-quality agents across the ecosystem. Use when evaluating agent trustworthiness (reputation scores 0-100), verifying identi

  • References files that are not bundled: scripts/query_engine.js, scripts/mcp_tools.json
  • 15 top-level sections: this looks like several domains in one skill
  • 2 referenced file(s) missing: scripts/query_engine.js, scripts/mcp_tools.json
clawhub · ↓ 2 534 ★ 3

baoyu-comic

F process
Procedurewill not run

Knowledge comic creator supporting multiple art styles and tones. Creates original educational comics with detailed panel layouts and batch-capable image generation. Use when user

  • References files that are not bundled: references/art-styles/<style>.md, references/tones/<tone>.md, references/presets/<preset>.md
  • Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
  • 13 top-level sections: this looks like several domains in one skill
clawhub · ↓ 5 154 ★ 1
Procedurewill not run

用于抓取AI领域最新研究信息的技能,重点关注AI产品发展。从知名AI网站获取信息,提供简洁概括和链接,限制数据量以便快速阅读。

  • References files that are not bundled: scripts/example.py
  • 1 referenced file(s) missing: scripts/example.py
  • Does not say what the result is
clawhub · ↓ 3 277 ★ 2

csdn-publisher

F process
GeneratorTelegramNotionwill not run

写文章并发布到 CSDN。使用浏览器自动化 + 扫码登录。支持通过 Telegram 发送二维码,无需 VNC。集成 blog-writer 写作方法论,产出高质量、有个人风格的技术文章。

  • References files that are not bundled: 原文URL, URL
  • 14 top-level sections: this looks like several domains in one skill
  • 2 referenced file(s) missing: 原文URL, URL
clawhub · ↓ 3 207 ★ 2
Procedurewill not run

中国大陆保险顾问。本 skill 仅覆盖 6 项实际实现的能力:保险需求分析(needs_analyzer.py)、产品对比(premium_calculator.py + 本地 products.json)、保费计算(premium_calculator.py)、方案设计(plan_designer.py)、保险知识问答(insurance-knowled

  • References files that are not bundled: references/products.json, references/*.md
  • 12 top-level sections: this looks like several domains in one skill
  • 2 referenced file(s) missing: references/products.json, references/*.md
clawhub · ↓ 7 095 ★ 1

clawdstocks

F process
Integrationwill not run

Client/SDK + workflow for Clawdbot bots to participate on ClawdStocks.com. Fetches /spec, validates payloads, reads thread context, and posts new threads, structured 5-pillar resea

  • References files that are not bundled: scripts/clawdstocks_sdk.mjs, references/api.md
  • 2 referenced file(s) missing: scripts/clawdstocks_sdk.mjs, references/api.md
  • Does not say what the result is
clawhub · ↓ 3 567 ★ 2
Analyzerwill not run

Multi-regime options spread analysis engine with quantitative rigor. Features regime detection (VIX-based), GARCH volatility forecasting, drawdown-constrained Kelly position sizing

  • References files that are not bundled: scripts/conviction-engine
  • 19 top-level sections: this looks like several domains in one skill
  • 1 referenced file(s) missing: scripts/conviction-engine
clawhub · ↓ 3 234 ★ 2

rank-tracker

F process
Procedurewill not run

Use when the user asks to "track rankings" or "查排名"; measures keyword and SERP-position deltas over time from provided exports or connected tools, including AI-response checks. Not

  • References files that are not bundled: ../performance-monitor/SKILL.md, ../../../references/skill-contract.md, ../../../CONNECTORS.md
  • The response is described with custom markup (5 tags): a typed call is more reliable
  • 5 referenced file(s) missing: ../performance-monitor/SKILL.md, ../../../references/skill-contract.md, ../../../CONNECTORS.md
clawhub · ↓ 5 320 ★ 1
Procedurewill not run

Send emails via Google Apps Script when traditional SMTP ports (25/465/587) are blocked. Secure and self-hosted.

  • References files that are not bundled: assets/Code.gs
  • 1 referenced file(s) missing: assets/Code.gs
  • Does not say what the result is
clawhub · ↓ 2 435 ★ 3

surfline

F process
Referencewill not run

Get surf forecasts and current conditions from Surfline public endpoints (no login). Use to look up Surfline spot IDs, fetch forecasts/conditions for specific spots, and summarize

  • References files that are not bundled: references/favorites.json.example
  • 1 referenced file(s) missing: references/favorites.json.example
  • Does not say what the result is
clawhub · ↓ 2 409 ★ 3
Procedurewill not run

Sciverse academic paper retrieval: structured metadata search, semantic chunk retrieval for RAG, and character-range content reading (offsets in Unicode code points). For agent wor

  • References files that are not bundled: file_name, dt=xxx/p/f3.png
  • The response is described with custom markup (6 tags): a typed call is more reliable
  • 2 referenced file(s) missing: file_name, dt=xxx/p/f3.png
clawhub · ↓ 2 532 ★ 4

entity-optimizer

F process
Analyzerwill not run

Use when the user asks to "optimize entity presence", reconcile an entity identity, or update canonical Knowledge Graph facts; audits and maintains machine-facing identity, sameAs,

  • References files that are not bundled: ../narrative-registry/SKILL.md, ../offer-claims-registry/SKILL.md, ../../references/skill-contract.md
  • Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
  • 12 referenced file(s) missing: ../narrative-registry/SKILL.md, ../offer-claims-registry/SKILL.md, ../../references/skill-contract.md
clawhub · ↓ 3 539 ★ 2
Analyzerwill not run

Analyze ChatGPT conversation exports to discover cognitive archetypes and optimize AI-human communication patterns. Enables personalized agent interactions based on detected user p

  • References files that are not bundled: references/archetype-taxonomy.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 · ↓ 2 378 ★ 3
Procedurewill not run

用户用自然语言描述交易风格,自动创建加密货币交易Bot并运行本地回测。支持周期反思进化。可选连接外部平台进行验证和模拟交易。

  • References files that are not bundled: scripts/data_BTC_USDT_15m_148d.csv
  • 1 referenced file(s) missing: scripts/data_BTC_USDT_15m_148d.csv
  • Does not say what the result is
clawhub · ↓ 2 440 ★ 3

health-guardian

F process
Integrationwill not run

Proactive health monitoring for AI agents. Apple Health integration, pattern detection, anomaly alerts. Built for agents caring for humans with chronic conditions.

  • References files that are not bundled: scripts/summary.py
  • 1 referenced file(s) missing: scripts/summary.py
  • Does not say what the result is
clawhub · ↓ 3 146 ★ 2
IntegrationAWSwill not run

Deploy production LangGraph agents on AWS Bedrock AgentCore. Use for (1) multi-agent systems with orchestrator and specialist agent patterns, (2) building stateful agents with pers

  • References files that are not bundled: references/reference-architecture-advertising-agents-use-case.pdf
  • 1 referenced file(s) missing: references/reference-architecture-advertising-agents-use-case.pdf
  • Does not say what the result is
clawhub · ↓ 2 360 ★ 3

serp-analysis

F process
Analyzerwill not run

Use when the user asks to "analyze the SERP" or "SERP分析"; maps SERP features, layout, ranking factors, search intent, AI Overviews, and snippet opportunities for a query. Not for k

  • References files that are not bundled: ../../implement/content-writer/SKILL.md, ../../../references/skill-contract.md, ../../../SECURITY.md
  • The response is described with custom markup (3 tags): a typed call is more reliable
  • 6 referenced file(s) missing: ../../implement/content-writer/SKILL.md, ../../../references/skill-contract.md, ../../../SECURITY.md
clawhub · ↓ 5 204 ★ 1

craft

F process
Integrationwill not run

Manage Craft notes, documents, and tasks via CLI. Use when the user asks to add notes, create documents, manage tasks, search their Craft documents, or work with daily notes. Craft

  • References files that are not bundled: scripts/craft
  • 1 referenced file(s) missing: scripts/craft
  • Does not say what the result is
clawhub · ↓ 3 056 ★ 2
Procedurewill not run

中国大陆AI保险顾问。为个人和家庭提供全方位的保险咨询、产品对比、方案设计、投保指导。当用户询问保险配置、保险方案、产品对比、重疾险/医疗险/寿险/意外险/储蓄险推荐、保费计算、保障缺口分析、需求分析、核保合规、理赔等问题时使用。

  • References files that are not bundled: references/products.json, references/products_v2.json, scripts/*.py
  • 12 top-level sections: this looks like several domains in one skill
  • 5 referenced file(s) missing: references/products.json, references/products_v2.json, scripts/*.py
clawhub · ↓ 6 944 ★ 1

android-agent

F process
Procedurewill not run

  • 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
  • 12 top-level sections: this looks like several domains in one skill
clawhub · ↓ 1 925 ★ 4

theme-factory

F process
Procedurewill not run

Curated collection of professional color and typography themes for styling artifacts — slides, docs, reports, landing pages. Use when applying visual themes to presentations, gener

  • References files that are not bundled: ../design-system-patterns/, ../distinctive-design-systems/
  • 2 referenced file(s) missing: ../design-system-patterns/, ../distinctive-design-systems/
  • Does not say what the result is
clawhub · ↓ 4 275 ★ 1

govee-lights

F process
Integrationwill not run

Control Govee smart lights via the Govee API. Supports turning lights on/off, adjusting brightness, setting colors, and scenes. Use for: (1) Controlling individual lights or groups

  • References files that are not bundled: TROUBLESHOOTING.md
  • 1 referenced file(s) missing: TROUBLESHOOTING.md
  • Does not say what the result is
clawhub · ↓ 3 052 ★ 2

gws-calendar

F process
Referencewill not run

Google Calendar: Manage calendars and events.

  • References files that are not bundled: ../gws-calendar-insert/SKILL.md, ../gws-calendar-agenda/SKILL.md
  • 2 referenced file(s) missing: ../gws-calendar-insert/SKILL.md, ../gws-calendar-agenda/SKILL.md
  • Does not say what the result is
clawhub · ↓ 5 566 ★ 1