Skill reviews

Migration and code evolution instructions generator for GitHub Copilot. Analyzes differences between two project versions (branches, commits, or releases) to create precise instruc

• Prose only: no discrete steps
• Does not say what the result is

Comprehensive technology-agnostic prompt for analyzing and documenting project folder structures. Auto-detects project types (.NET, Java, React, Angular, Python, Node.js, Flutter),

• Does not say what the result is
• No condition that starts the skill

Guides Qdrant data volume scaling decisions. Use when someone asks 'data doesn't fit on one node', 'too much data', 'need more storage', 'vertical or horizontal scaling', 'tenant s

• References files that are not bundled: tenant-scaling/SKILL.md, sliding-time-window/SKILL.md, vertical-scaling/SKILL.md
• 4 referenced file(s) missing: tenant-scaling/SKILL.md, sliding-time-window/SKILL.md, vertical-scaling/SKILL.md
• Prose only: no discrete steps

Create Spring Boot Kotlin Project Skeleton

• The skill tells the model to perform an irreversible action with no human approval
• Does not say what the result is
• No condition that starts the skill

A micro-prompt that reminds the agent that it is an interactive programmer. Works great in Clojure when Copilot has access to the REPL (probably via Backseat Driver). Will work wit

• 1 steps
• Does not say what the result is

Create Spring Boot Java Project Skeleton

• 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
• Does not say what the result is

Different techniques to optimize the performance of Qdrant, including indexing strategies, query optimization, and hardware considerations. Use when you want to improve the speed a

• References files that are not bundled: search-speed-optimization/SKILL.md, indexing-performance-optimization/SKILL.md, memory-usage-optimization/SKILL.md
• 3 referenced file(s) missing: search-speed-optimization/SKILL.md, indexing-performance-optimization/SKILL.md, memory-usage-optimization/SKILL.md
• Prose only: no discrete steps

Guides Qdrant query latency optimization. Use when someone asks 'search is slow', 'how to reduce latency', 'p99 is too high', 'tail latency', 'single query too slow', 'how to make

• References files that are not bundled: ../scaling-data-volume/vertical-scaling/SKILL.md
• 1 referenced file(s) missing: ../scaling-data-volume/vertical-scaling/SKILL.md
• Does not say what the result is

Migrates a project that uses checked-in .designer.cs files behind .resx to using a source-generator instead

• The skill tells the model to perform an irreversible action with no human approval
• The response is described with custom markup (10 tags): a typed call is more reliable
• Does not say what the result is

Containerize an ASP.NET .NET Framework project by creating Dockerfile and .dockerfile files customized for the project.

• The skill tells the model to perform an irreversible action with no human approval
• Does not say what the result is
• No condition that starts the skill

Pricing strategy for technical products. Use when choosing usage-based vs seat-based, designing freemium thresholds, structuring enterprise pricing conversations, deciding when to

• Does not say what the result is
• No condition that starts the skill

Design Azure infrastructure using natural language, or analyze existing Azure resources to auto-generate architecture diagrams, refine them through conversation, and deploy with Bi

• References files that are not bundled: references/*.md, assets/06-architecture-diagram.png, assets/07-azure-portal-resources.png
• 4 referenced file(s) missing: references/*.md, assets/06-architecture-diagram.png, assets/07-azure-portal-resources.png
• Does not say what the result is

Generate Excalidraw diagrams from natural language descriptions. Use when asked to "create a diagram", "make a flowchart", "visualize a process", "draw a system architecture", "cre

• References files that are not bundled: templates/flowchart-template.excalidraw, templates/relationship-template.excalidraw, templates/mindmap-template.excalidraw
• 13 top-level sections: this looks like several domains in one skill
• 8 referenced file(s) missing: templates/flowchart-template.excalidraw, templates/relationship-template.excalidraw, templates/mindmap-template.excalidraw

Skill converted from mcp-create-declarative-agent.prompt.md

• Prose only: no discrete steps
• Does not say what the result is

Instrument a webapp to send useful telemetry data to Azure App Insights

• References files that are not bundled: examples/appinsights.bicep
• 1 referenced file(s) missing: examples/appinsights.bicep
• Does not say what the result is

Generate Python SDK setup + CRUD + bulk + paging snippets using official patterns.

• Does not say what the result is
• No condition that starts the skill

End-to-end skill for building, testing, linting, versioning, and publishing a production-grade Python library to PyPI. Covers all four build backends (setuptools+setuptools_scm, ha

• Does not say what the result is
• No condition that starts the skill

Preserve React 18 concurrent patterns and adopt React 19 APIs (useTransition, useDeferredValue, Suspense, use(), useOptimistic, Actions) during migration.

• Does not say what the result is
• No condition that starts the skill

Update Azure Verified Modules (AVM) to latest versions in Bicep files.

• References files that are not bundled: link
• 1 referenced file(s) missing: link
• No condition that starts the skill

Generate or edit images via OpenRouter with the Gemini 3 Pro Image model. Use for prompt-only image generation, image edits, and multi-image compositing; supports 1K/2K/4K output.

• References files that are not bundled: assets/SYSTEM_TEMPLATE
• 1 referenced file(s) missing: assets/SYSTEM_TEMPLATE
• Does not say what the result is

Guides Qdrant query throughput (QPS) scaling. Use when someone asks 'how to increase QPS', 'need more throughput', 'queries per second too low', 'batch search', 'read replicas', or

• References files that are not bundled: ../scaling-data-volume/horizontal-scaling/SKILL.md
• 1 referenced file(s) missing: ../scaling-data-volume/horizontal-scaling/SKILL.md
• Does not say what the result is

Generate a complete Model Context Protocol server project in Swift using the official MCP Swift SDK package.

• 15 top-level sections: this looks like several domains in one skill
• Does not say what the result is
• No condition that starts the skill

Update a markdown file section with an index/table of files from a specified folder.

• References files that are not bundled: path/to/filename.ext, path/to/filename2.ext
• 2 referenced file(s) missing: path/to/filename.ext, path/to/filename2.ext
• Does not say what the result is

Use when creating, editing, or generating draw.io diagram files (.drawio, .drawio.svg, .drawio.png). Covers mxGraph XML authoring, shape libraries, style strings, flowcharts, syste

• References files that are not bundled: assets/templates/flowchart.drawio, assets/templates/architecture.drawio, assets/templates/sequence.drawio
• 11 top-level sections: this looks like several domains in one skill
• The response is described with custom markup (13 tags): a typed call is more reliable

Audit GitHub Actions workflow efficiency and recommend fixes to reduce CI minutes and costs.

• Does not say what the result is
• No condition that starts the skill