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

azure-ai-ml-py

D process
IntegrationAzure

Azure Machine Learning SDK v2 for Python. Use for ML workspaces, jobs, models, datasets, compute, and pipelines. Triggers: "azure-ai-ml", "MLClient", "workspace", "model registry",

  • 14 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

azure-app-onboard

F process
ProcedureAzurewill not run

End-to-end orchestrator: from a business idea, app idea, or existing app to running Azure deployment with cost estimates and pre-deploy approval. Analyzes your app, auto-detects th

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

microsoft-foundry

F process
AnalyzerAzurewill not run

Build, deploy, evaluate, optimize, fine-tune, and manage Microsoft Foundry agents, models, and resources end to end. USE FOR: foundry, azd ai agent, azd provision/deploy, hosted ag

  • References files that are not bundled: foundry-agent/trace/trace.md, foundry-agent/troubleshoot/troubleshoot.md, foundry-agent/validate/validate.md
  • 12 top-level sections: this looks like several domains in one skill
  • The response is described with custom markup (4 tags): a typed call is more reliable
microsoft/skills · ★ 3 025

azure-compute

F process
IntegrationAzureDockerwill not run

Azure VM/VMSS router. WHEN: create / provision / deploy / spin-up VM, recommend VM size, compare VM pricing, VMSS, scale set, autoscale, burstable, lightweight server, website, bac

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

azure-prepare

F process
ProcedureTerraformAzurewill not run

Prepare azd-based Azure projects for deployment: generates azure.yaml, infrastructure (Bicep/Terraform), and Dockerfiles for the Azure Developer CLI (azd) workflow. USE ONLY when t

  • References files that are not bundled: references/services/sql-database/bicep.md, references/services/functions/hosting-plans.md, references/services/functions/cold-start.md
  • The skill tells the model to perform an irreversible action with no human approval
  • The response is described with custom markup (3 tags): a typed call is more reliable
microsoft/skills · ★ 3 025

wiki-ado-convert

F process
GeneratorAzurewill not run

Converts VitePress/GFM wiki markdown to Azure DevOps Wiki-compatible format. Generates a Node.js build script that transforms Mermaid syntax, strips front matter, fixes links, and

  • References files that are not bundled: ../../src/file.cs, ../path, URL
  • 4 referenced file(s) missing: ../../src/file.cs, ../path, URL
  • Does not say what the result is
microsoft/skills · ★ 3 025

wiki-page-writer

F process
Generatorwill not run

Generates rich technical documentation pages with dark-mode Mermaid diagrams, source code citations, and first-principles depth. Use when writing documentation, generating wiki pag

  • References files that are not bundled: REPO_URL/blob/BRANCH/file, REPO_URL/blob/BRANCH/src/path/file.ts, REPO_URL/blob/BRANCH/src/path/file.ts
  • 9 referenced file(s) missing: REPO_URL/blob/BRANCH/file, REPO_URL/blob/BRANCH/src/path/file.ts, REPO_URL/blob/BRANCH/src/path/file.ts
  • Does not say what the result is
microsoft/skills · ★ 3 025

wiki-onboarding

F process
Generatorwill not run

Generates four audience-tailored onboarding guides in an onboarding/ folder — Contributor, Staff Engineer, Executive, and Product Manager. Use when the user wants onboarding docume

  • References files that are not bundled: REPO_URL/blob/BRANCH/file, contributor-guide.md, staff-engineer-guide.md
  • 10 top-level sections: this looks like several domains in one skill
  • 5 referenced file(s) missing: REPO_URL/blob/BRANCH/file, contributor-guide.md, staff-engineer-guide.md
microsoft/skills · ★ 3 025

wiki-researcher

F process
Analyzerwill not run

Conducts multi-turn iterative deep research on specific topics within a codebase with zero tolerance for shallow analysis. Use when the user wants an in-depth investigation, needs

  • References files that are not bundled: REPO_URL/blob/BRANCH/file, REPO_URL/blob/BRANCH/file_path
  • 2 referenced file(s) missing: REPO_URL/blob/BRANCH/file, REPO_URL/blob/BRANCH/file_path
  • Does not say what the result is
microsoft/skills · ★ 3 025

wiki-architect

F process
Analyzerwill not run

Analyzes code repositories and generates hierarchical documentation structures with onboarding guides. Use when the user wants to create a wiki, generate documentation, map a codeb

  • References files that are not bundled: REPO_URL/blob/BRANCH/file
  • 1 referenced file(s) missing: REPO_URL/blob/BRANCH/file
  • Does not say what the process needs to start
microsoft/skills · ★ 3 025

wiki-changelog

F process
Analyzerwill not run

Analyzes git commit history and generates structured changelogs categorized by change type. Use when the user asks about recent changes, wants a changelog, or needs to understand w

  • References files that are not bundled: REPO_URL/commit/abc1234, REPO_URL/blob/BRANCH/file_path
  • 2 referenced file(s) missing: REPO_URL/commit/abc1234, REPO_URL/blob/BRANCH/file_path
  • Does not say what the result is
microsoft/skills · ★ 3 025

wiki-llms-txt

F process
Generatorwill not run

Generates llms.txt and llms-full.txt files for LLM-friendly project documentation following the llms.txt specification. Use when the user wants to create LLM-readable summaries, ll

  • References files that are not bundled: {relative-path-to-md}, url, URL
  • 5 referenced file(s) missing: {relative-path-to-md}, url, URL
  • Linear process with no failure handling
microsoft/skills · ★ 3 025

wiki-qa

F process
Analyzerwill not run

Answers questions about a code repository using source file analysis. Use when the user asks a question about how something works, wants to understand a component, or needs help na

  • References files that are not bundled: REPO_URL/blob/BRANCH/file, REPO_URL/blob/BRANCH/src/path/file.ts
  • 2 referenced file(s) missing: REPO_URL/blob/BRANCH/file, REPO_URL/blob/BRANCH/src/path/file.ts
  • Does not say what the process needs to start
microsoft/skills · ★ 3 025
GeneratorGitHubwill not run

Convert raw notes, error logs, voice dictation, or screenshots into crisp GitHub-flavored markdown issue reports. Use when the user pastes bug info, error messages, or informal des

  • References files that are not bundled: attachment-name.png
  • 1 referenced file(s) missing: attachment-name.png
  • Does not say what the process needs to start
microsoft/skills · ★ 3 025

skill-creator

F process
GeneratorAzurewill not run

Guide for creating effective skills for AI coding agents working with Azure SDKs and Microsoft Foundry services. Use when creating new skills or updating existing skills.

  • References files that are not bundled: ../../workflows/vally-evaluation.yml, references/capabilities.md, references/non-hero-scenarios.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 (33 tags): a typed call is more reliable
microsoft/skills · ★ 3 025

xint

F process
IntegrationObsidianwill not run

X Intelligence CLI — search, analyze, and engage on X/Twitter from the terminal. Use when: (1) user says "x research", "search x for", "search twitter for", "what are people saying

  • References files that are not bundled: url, references/x-api.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 · ↓ 1 814 ★ 3
GeneratorOutlookTelegramwill not run

Track and nag about Microsoft Outlook email and (optionally) Microsoft Teams messages on a Windows machine, without relying on web versions. Use when the user asks to: (1) monitor

  • References files that are not bundled: references/config.json
  • Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
  • 1 referenced file(s) missing: references/config.json
clawhub · ↓ 3 425 ★ 1
Analyzer

Automatically triggers soothing mechanisms (playing relaxing sounds, activating laser toys) when pet anxiety, howling, or prolonged loneliness is detected; a smart companion for pe

  • 1 steps
  • Does not say what the result is
clawhub · ↓ 2 088 ★ 4
Analyzer

Identifies acquaintances in videos or images through face photo comparison. Supports database enrollment, and the recognition results tell you who is at which location. Suitable fo

  • Does not say what the result is
  • No condition that starts the skill
clawhub · ↓ 1 956 ★ 4

A-stock-report

F process
Procedurewill not run

A股数据驱动型报告自动生成与推送系统,支持晨报 / 收盘小结 / 晚报 / 盘中预警 / IPO周报 / 财经周末版。内置投资者情绪打分(6维度,满分100)与AI后市展望。

  • References files that are not bundled: knowledge/changelog/README.md, knowledge/changelog/v3.5.1.md, knowledge/changelog/v3.4.4.md
  • 13 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 · ↓ 3 889 ★ 1

finance-skill

D process
Procedure

  • Does not say what the result is
  • No condition that starts the skill
clawhub · ↓ 3 414 ★ 1
Analyzer

Performs AI analysis on input video clips/image content and generates a smooth, natural scene description. | 视觉摘要智述技能,对传入的视频片段/图片内容进行AI分析,生成一段通顺自然的场景描述内容

  • 1 steps
  • Does not say what the result is
clawhub · ↓ 1 990 ★ 4
ProcedurePlaywrightwill not run

Download, process, and backtest ByBit derivatives historical order book data. Use this skill when the user wants to: (1) download historical order book snapshots from ByBit's deriv

  • References files that are not bundled: scripts/download_orderbook.py, references/bybit_data_format.md, scripts/process_orderbook.py
  • 5 referenced file(s) missing: scripts/download_orderbook.py, references/bybit_data_format.md, scripts/process_orderbook.py
  • Does not say what the result is
clawhub · ↓ 2 334 ★ 2

billclaw

D process
ProcedureGmail

This skill should be used when managing financial data, syncing bank transactions via Plaid/GoCardless, fetching bills from Gmail, or exporting to Beancount/Ledger formats. Provide

  • 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
  • Does not say what the result is
clawhub · ↓ 3 381 ★ 1

gandi

F process
Integrationwill not run

Comprehensive Gandi domain registrar integration for domain and DNS management. Register and manage domains, create/update/delete DNS records (A, AAAA, CNAME, MX, TXT, SRV, and mor

  • References files that are not bundled: ../../README.md, ../../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 · ↓ 3 401 ★ 1