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.

29 209 found

azure-devops-cli

D process
IntegrationAzure

Manage Azure DevOps resources via CLI including projects, repos, pipelines, builds, pull requests, work items, artifacts, and service endpoints. Use when working with Azure DevOps,

  • Prose only: no discrete steps
  • Does not say what the result is
github/awesome-copilot · ★ 39 003

quality-playbook

F process
Procedurewill not run

Run a complete quality engineering audit on any codebase. Derives behavioral requirements from the code, generates spec-traced functional tests, runs a three-pass code review with

  • References files that are not bundled: references/filename.md, references/**
  • Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
  • 20 top-level sections: this looks like several domains in one skill
github/awesome-copilot · ★ 39 003

roslyn-analyzers

F process
Analyzerwill not run

Build, review, debug, package, and test Roslyn diagnostic analyzers, code fix providers, and incremental source generators. Use for DiagnosticAnalyzer, CodeFixProvider, IIncrementa

  • References files that are not bundled: references/SourceWriter.cs, references/CSharpCodeFixVerifier.cs
  • 12 top-level sections: this looks like several domains in one skill
  • 2 referenced file(s) missing: references/SourceWriter.cs, references/CSharpCodeFixVerifier.cs
github/awesome-copilot · ★ 39 003

screen-recording

F process
GeneratorPlaywrightVS Codewill not run

Create annotated animated GIF demos and screen recordings for pull requests and documentation. Covers frame capture, timing, imageio-based GIF creation, and per-frame annotation wo

  • References files that are not bundled: page
  • 10 top-level sections: this looks like several domains in one skill
  • 1 referenced file(s) missing: page
github/awesome-copilot · ★ 39 003

tm7-threat-model

F process
GeneratorAzurewill not run

Creates valid Microsoft Threat Modeling Tool (.tm7) files compatible with the Microsoft Threat Modeling Tool v7.3+. Use this skill whenever asked to create, generate, or modify a .

  • References files that are not bundled: assets/example-minimal.tm7, assets/example-minimal.tm7
  • 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
github/awesome-copilot · ★ 39 003

chrome-devtools

D process
Analyzer

Expert-level browser automation, debugging, and performance analysis using Chrome DevTools MCP. Use for interacting with web pages, capturing screenshots, analyzing network traffic

  • Does not say what the result is
  • No condition that starts the skill
github/awesome-copilot · ★ 39 003

java-springboot

D process
Procedure

Get best practices for developing applications with Spring Boot.

  • Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
  • Does not say what the result is
  • No condition that starts the skill
github/awesome-copilot · ★ 39 003

mvvm-toolkit-di

D process
Analyzer

Wire CommunityToolkit.Mvvm ViewModels into Microsoft.Extensions.DependencyInjection. Covers the .NET Generic Host composition root, constructor injection, service lifetimes (Single

  • 11 top-level sections: this looks like several domains in one skill
  • Does not say what the result is
  • No condition that starts the skill
github/awesome-copilot · ★ 39 003

phoenix-tracing

D process
Reference

OpenInference semantic conventions and instrumentation for Phoenix AI observability. Use when implementing LLM tracing, creating custom spans, or deploying to production.

  • Does not say what the result is
  • No condition that starts the skill
github/awesome-copilot · ★ 39 003

pytest-coverage

D process
Reference

Run pytest tests with coverage, discover lines missing coverage, and increase coverage to 100%.

  • Prose only: no discrete steps
  • Does not say what the result is
github/awesome-copilot · ★ 39 003

secret-scanning

D process
ProcedureGitHub

Guide for configuring and managing GitHub secret scanning, push protection, custom patterns, and secret alert remediation. For pre-commit secret scanning in AI coding agents via th

  • Does not say what the result is
  • No condition that starts the skill
github/awesome-copilot · ★ 39 003

copilot-spaces

D process
ProcedureGitHub

Use Copilot Spaces to provide project-specific context to conversations. Use this skill when users mention a "Copilot space", want to load context from a shared knowledge base, dis

  • Does not say what the result is
  • No condition that starts the skill
github/awesome-copilot · ★ 39 003

gdpr-compliant

F process
Procedurewill not run

Apply GDPR-compliant engineering practices across your codebase. Use this skill whenever you are designing APIs, writing data models, building authentication flows, implementing lo

  • References files that are not bundled: references/operations.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
github/awesome-copilot · ★ 39 003

pr-screenshots

F process
IntegrationAzureGitHubwill not run

Embed before/after screenshots and annotated images in pull request descriptions. Covers PR description patterns, image upload for Azure DevOps and GitHub, and sizing best practice

  • References files that are not bundled: url-to-before-image, url-to-after-image, url
  • 3 referenced file(s) missing: url-to-before-image, url-to-after-image, url
  • Does not say what the result is
github/awesome-copilot · ★ 39 003

qdrant-scaling

F process
Procedurewill not run

Guides Qdrant scaling decisions. Use when someone asks 'how many nodes do I need', 'data doesn't fit on one node', 'need more throughput', 'cluster is slow', 'too many tenants', 'v

  • References files that are not bundled: scaling-data-volume/SKILL.md, scaling-qps/SKILL.md, minimize-latency/SKILL.md
  • 4 referenced file(s) missing: scaling-data-volume/SKILL.md, scaling-qps/SKILL.md, minimize-latency/SKILL.md
  • Does not say what the result is
github/awesome-copilot · ★ 39 003

phoenix-evals

D process
Analyzer

Build and run evaluators for AI/LLM applications using Phoenix.

  • Prose only: no discrete steps
  • Does not say what the result is
github/awesome-copilot · ★ 39 003

signal-write

D process
Generator

Emit structured agent signals — hands-up, blocked, done, checkpoint, partnership. Signals are written as JSON to .signals/ for dashboard consumption and noted in the journal for pe

  • Does not say what the result is
  • No condition that starts the skill
github/awesome-copilot · ★ 39 003

cli-mastery

F process
IntegrationGitHubwill not run

Interactive training for the GitHub Copilot CLI. Guided lessons, quizzes, scenario challenges, and a full reference covering slash commands, shortcuts, modes, agents, skills, MCP,

  • References files that are not bundled: references/module-N-*.md
  • 1 referenced file(s) missing: references/module-N-*.md
  • Prose only: no discrete steps
github/awesome-copilot · ★ 39 003

create-llms

F process
Generatorwill not run

Create an llms.txt file from scratch based on repository structure following the llms.txt specification at https://llmstxt.org/

  • References files that are not bundled: relative-url, README.md, CONTRIBUTING.md
  • 12 referenced file(s) missing: relative-url, README.md, CONTRIBUTING.md
  • No condition that starts the skill
github/awesome-copilot · ★ 39 003

phoenix-cli

F process
Integrationwill not run

Debug LLM applications using the Phoenix CLI. Fetch traces, analyze errors, structure trace review with open coding and axial coding, inspect datasets, review experiments, query an

  • References files that are not bundled: references/open-coding, references/axial-coding
  • 15 top-level sections: this looks like several domains in one skill
  • The response is described with custom markup (8 tags): a typed call is more reliable
github/awesome-copilot · ★ 39 003

setup-my-iq

F process
GeneratorVS Codewill not run

Create, set up, or update the personal context portfolio: structured markdown files describing who you are, how you work, your teams, and your tool/ADO configuration. Runs the inte

  • References files that are not bundled: assets/...
  • 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 (9 tags): a typed call is more reliable
github/awesome-copilot · ★ 39 003

update-llms

F process
Procedurewill not run

Update the llms.txt file in the root folder to reflect changes in documentation or specifications following the llms.txt specification at https://llmstxt.org/

  • References files that are not bundled: relative-url, README.md, CONTRIBUTING.md
  • 12 referenced file(s) missing: relative-url, README.md, CONTRIBUTING.md
  • No condition that starts the skill
github/awesome-copilot · ★ 39 003

md-to-docx

F process
GeneratorWordwill not run

Convert Markdown files to professionally formatted Word (.docx) documents with embedded PNG images — pure JavaScript, no external tools required

  • References files that are not bundled: path, diagrams/high-level-architecture.drawio.png
  • 2 referenced file(s) missing: path, diagrams/high-level-architecture.drawio.png
  • Does not say what the result is
github/awesome-copilot · ★ 39 003

napkin

F process
Integrationwill not run

Visual whiteboard collaboration for Copilot CLI. Creates an interactive whiteboard that opens in your browser — draw, sketch, add sticky notes, then share everything back with Copi

  • References files that are not bundled: assets/step1-activate.svg, assets/step2-whiteboard.svg, assets/step3-draw.svg
  • 5 referenced file(s) missing: assets/step1-activate.svg, assets/step2-whiteboard.svg, assets/step3-draw.svg
  • Does not say what the result is
github/awesome-copilot · ★ 39 003

Chrome

D process
Reference

Chrome DevTools Protocol, extension Manifest V3, and debugging patterns that prevent common automation failures.

  • Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
  • Does not say what the result is
  • Does not say what the process needs to start
clawhub · ↓ 5 692 ★ 14