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.

29 230 found

slv-rpc

D process
Procedure

  • No condition that starts the skill
  • Does not say what the process needs to start
clawhub · ↓ 1 534 ★ 4
Procedure

Automatically identifies wet clothing and abnormal excretion via visual AI. Instantly notifies caregivers to improve care for incontinent elderly, bedridden patients, and infants,

  • 1 steps
  • Does not say what the result is
clawhub · ↓ 1 915 ★ 5

marl-middleware

D process
IntegrationGitHub

Multi-stage multi-agent reasoning middleware that reduces LLM hallucination by 70%+. 9 specialized emergence engines for invention, creative, pharma, genomics, chemistry, ecology,

  • Does not say what the result is
  • No condition that starts the skill
clawhub · ↓ 1 146 ★ 6

mobilerun

C process
Integration

Load this skill whenever the user wants to control, automate, or interact with a phone or mobile device. This includes: tapping, swiping, typing, taking screenshots, reading the sc

  • 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
  • The skill tells the model to perform an irreversible action with no human approval
clawhub · ↓ 1 936 ★ 3
Integrationwill not run

AI短剧提示词工厂 - 端到端将小说/故事创意转化为结构化提示词包(角色立绘+场景+道具+分镜图片+视频+音频)的完整流水线。一个入口启动全流程,内部自动按阶段推进:策划→设计→剧本→诊断→提示词组装→API JSON输出。支持小说改编和原创短剧两条路径。触发词:AI短剧、短剧制作、小说转短剧、短剧提示词、提示词工厂、短剧全流程、小说改编短剧、生成短剧、AI

  • References files that are not bundled: scripts/ep{NN}/script.json, scripts/ep{NN}/script.md
  • 10 top-level sections: this looks like several domains in one skill
  • 2 referenced file(s) missing: scripts/ep{NN}/script.json, scripts/ep{NN}/script.md
clawhub · ↓ 1 869 ★ 3

agentgate

D process
IntegrationGitHub

API gateway for personal data with human-in-the-loop write approval. Connects agents to GitHub, Bluesky, Google Calendar, Home Assistant, and more — all through a single API with s

  • 10 top-level sections: this looks like several domains in one skill
  • Does not say what the result is
  • No condition that starts the skill
clawhub · ↓ 2 420 ★ 2

firecrawl

F process
IntegrationStripeNotionwill not run

Firecrawl API integration with managed authentication. Scrape, crawl, map, and search web content. Use this skill when users want to extract content from websites, crawl entire sit

  • References files that are not bundled: references/<source>/triggers.md, references/{source}/triggers.md
  • 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 · ↓ 3 775 ★ 1
Integrationwill not run

Patterns for building resilient API clients and real-time connections with retry logic, circuit breakers, and graceful degradation. Use when building production systems that need t

  • References files that are not bundled: ../../meta/realtime-dashboard/, ../realtime-react-hooks/, ../websocket-hub-patterns/
  • 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 · ↓ 2 351 ★ 2

claude-code-teams

F process
Analyzerwill not run

Production skill for orchestrating Claude Code's native agent teams feature. Use when: (1) Multi-lens reviews, (2) Competing hypotheses debugging, (3) Full-stack features, (4) Arch

  • References files that are not bundled: references/cost-management.md, references/troubleshooting.md, references/best-practices.md
  • 11 top-level sections: this looks like several domains in one skill
  • 3 referenced file(s) missing: references/cost-management.md, references/troubleshooting.md, references/best-practices.md
clawhub · ↓ 2 420 ★ 2

opensea

F process
Integrationwill not run

Query NFT and token data, trade NFTs on Seaport, swap ERC20 tokens via DEX aggregator, configure wallet signing providers, and build/register/gate AI agent tools on Base. Covers th

  • References files that are not bundled: opensea-api/SKILL.md, opensea-marketplace/SKILL.md, opensea-swaps/SKILL.md
  • 5 referenced file(s) missing: opensea-api/SKILL.md, opensea-marketplace/SKILL.md, opensea-swaps/SKILL.md
  • Does not say what the result is
clawhub · ↓ 3 690 ★ 2
Analyzer

Identifies abnormal behaviors such as limb tremors, convulsions, stiffness, and gait abnormalities through video recognition, assisting in home risk monitoring for patients with ch

  • 1 steps
  • Does not say what the result is
clawhub · ↓ 1 736 ★ 5
Generator

会自己设计PPT的智能报告技能,内置47套PPT模板(商务、科技、创意、学术、政府、金融等全场景覆盖),根据主题风格自由选配模板并自主设计,将任意输入拆解为5-15页精美HTML报告,每页严格1017×720px对齐PPT画布。当用户说"生成报告"、"分析内容做成页面"、"做成HTML"、"内容可视化"时立即使用,无需确认直接生成。

  • Prose only: no discrete steps
  • Does not say what the result is
clawhub · ↓ 2 257 ★ 3
Procedurewill not run

Privora · AI Agent 投资工作流平台 — Bearer Token 即接入 /agent/skills/execute 通用 dispatcher,覆盖 A 股/港股/美股/黄金/基金/财报数据 + Python 回测(含 sandbox)+ 模拟交易 + 组合归因(α/β TWR)+ 云端告警 + 流程编排。Hermes / Claude

  • References files that are not bundled: CHANGELOG.md, lg-data-demo.gif, ../mcp-server/README.md
  • Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
  • 15 top-level sections: this looks like several domains in one skill
clawhub · ↓ 3 629 ★ 2

seo-audit

F process
Analyzer

Scan content and websites for SEO gaps, identify opportunities to outrank competitors. Use when: (1) Analyzing page SEO, (2) Checking meta tags and structured data, (3) Reviewing c

  • Prose only: no discrete steps
  • Does not say what the result is
clawhub · ↓ 3 385 ★ 1

official-document

D process
ReferenceWord

  • Does not say what the result is
  • No condition that starts the skill
clawhub · ↓ 2 423 ★ 2

slack-to-teams

F process
ProcedureSlackAWSwill not run

Sub-skill of microsoft-365-agents-toolkit. Routed expert system with 100+ micro-expert files for migrating Slack bots to Teams, cross-platform bridging, and dual-platform bot devel

  • References files that are not bundled: ../SKILL.md, ../test-playground/test-playground.md, ../test-teams/test-teams.md
  • 39 referenced file(s) missing: ../SKILL.md, ../test-playground/test-playground.md, ../test-teams/test-teams.md
  • Does not say what the result is
microsoft/skills · ★ 3 025

customize

F process
ProcedureAzurewill not run

Interactive guided deployment flow for Azure OpenAI models with full customization control. Step-by-step selection of model version, SKU (GlobalStandard/Standard/ProvisionedManaged

  • References files that are not bundled: ../../../quota/quota.md
  • 1 referenced file(s) missing: ../../../quota/quota.md
  • Does not say what the result is
microsoft/skills · ★ 3 025

capacity

F process
ProcedureAzurewill not run

Discovers available Azure OpenAI model capacity across regions and projects. Analyzes quota limits, compares availability, and recommends optimal deployment locations based on capa

  • References files that are not bundled: ../preset/SKILL.md, ../customize/SKILL.md, ../../../quota/quota.md
  • 4 referenced file(s) missing: ../preset/SKILL.md, ../customize/SKILL.md, ../../../quota/quota.md
  • Does not say what the result is
microsoft/skills · ★ 3 025

preset

F process
AnalyzerAzurewill not run

Intelligently deploys Azure OpenAI models to optimal regions by analyzing capacity across all available regions. Automatically checks current region first and shows alternatives if

  • References files that are not bundled: ../../../quota/quota.md
  • 1 referenced file(s) missing: ../../../quota/quota.md
  • Does not say what the result is
microsoft/skills · ★ 3 025
IntegrationAzure

Azure Web PubSub Service SDK for Python. Use for real-time messaging, WebSocket connections, and pub/sub patterns. Triggers: "azure-messaging-webpubsubservice", "WebPubSubServiceCl

  • The response is described with custom markup (3 tags): a typed call is more reliable
  • Does not say what the result is
  • No condition that starts the skill
microsoft/skills · ★ 3 025
IntegrationAzure

Implement Conversational Language Understanding (CLU) using the azure-ai-language-conversations Python SDK. Use when working with ConversationAnalysisClient to analyze conversation

  • The response is described with custom markup (3 tags): a typed call is more reliable
  • Does not say what the result is
  • No condition that starts the skill
microsoft/skills · ★ 3 025

deploy-model

F process
AnalyzerAzurewill not run

Unified Azure OpenAI model deployment skill with intelligent intent-based routing. Handles quick preset deployments, fully customized deployments (version/SKU/capacity/RAI policy),

  • References files that are not bundled: ../../foundry-agent/create/create-hosted.md, preset/SKILL.md, customize/SKILL.md
  • 5 referenced file(s) missing: ../../foundry-agent/create/create-hosted.md, preset/SKILL.md, customize/SKILL.md
  • Does not say what the result is
microsoft/skills · ★ 3 025
IntegrationAzure

Azure AI Content Understanding SDK for Python. Use for multimodal content extraction from documents, images, audio, and video. Triggers: "azure-ai-contentunderstanding", "ContentUn

  • 18 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
  • Does not say what the result is
microsoft/skills · ★ 3 025
IntegrationAzurePowerPoint

Azure AI Document Translation SDK for batch translation of documents with format preservation. Use for translating Word, PDF, Excel, PowerPoint, and other document formats at scale

  • 17 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
  • Does not say what the result is
microsoft/skills · ★ 3 025
IntegrationAzurewill not run

Azure Resource Manager SDK for API Management in .NET. Use for MANAGEMENT PLANE operations: creating/managing APIM services, APIs, products, subscriptions, policies, users, groups,

  • References files that are not bundled: references/policies.md
  • 11 top-level sections: this looks like several domains in one skill
  • 1 referenced file(s) missing: references/policies.md
microsoft/skills · ★ 3 025