Prompting &amp; Reasoning

datanalysis-credit-risk

Credit risk data cleaning and variable screening pipeline for pre-loan modeling. Use when working with raw credit data that needs quality assessment, missing value analysis, or variable selection before modeling. it covers data loading and formatting, abnormal period filtering, missing rate calculation, high-missing variable removal,low-IV variable filtering, high-PSI variable removal, Null Importance denoising, high-correlation variable removal, and cleaning report generation. Applicable scenarios arecredit risk data cleaning, variable screening, pre-loan modeling preprocessing.

update-markdown-file-index

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

bigquery-pipeline-audit

Audits Python + BigQuery pipelines for cost safety, idempotency, and production readiness. Returns a structured report with exact patch locations.

dataverse-python-quickstart

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

fedora-linux-triage

Triage and resolve Fedora issues with dnf, systemd, and SELinux-aware guidance.

cosmosdb-datamodeling

Step-by-step guide for capturing key application requirements for NoSQL use-case and produce Azure Cosmos DB Data NoSQL Model design using best practices and common patterns, artifacts_produced: "cosmosdb_requirements.md" file and "cosmosdb_data_model.md" file

centos-linux-triage

Triage and resolve CentOS issues using RHEL-compatible tooling, SELinux-aware practices, and firewalld.

create-github-issues-feature-from-implementation-plan

Create GitHub Issues from implementation plan phases using feature_request.yml or chore_request.yml templates.

breakdown-epic-pm

Prompt for creating an Epic Product Requirements Document (PRD) for a new epic. This PRD will be used as input for generating a technical architecture specification.

vscode-ext-commands

Guidelines for contributing commands in VS Code extensions. Indicates naming convention, visibility, localization and other relevant attributes, following VS Code extension development guidelines, libraries and good practices

debian-linux-triage

Triage and resolve Debian Linux issues with apt, systemd, and AppArmor-aware guidance.

arch-linux-triage

Triage and resolve Arch Linux issues with pacman, systemd, and rolling-release best practices.

finalize-agent-prompt

Finalize prompt file using the role of an AI agent to polish the prompt for the end user.

power-bi-dax-optimization

Comprehensive Power BI DAX formula optimization prompt for improving performance, readability, and maintainability of DAX calculations.

what-context-needed

Ask Copilot what files it needs to see before answering a question

create-github-issues-for-unmet-specification-requirements

Create GitHub Issues for unimplemented requirements from specification files using feature_request.yml template.

create-github-issue-feature-from-specification

Create GitHub Issue for feature request from specification file using feature_request.yml template.

pdftk-server

Skill for using the command-line tool pdftk (PDFtk Server) for working with PDF files. Use when asked to merge PDFs, split PDFs, rotate pages, encrypt or decrypt PDFs, fill PDF forms, apply watermarks, stamp overlays, extract metadata, burst documents into pages, repair corrupted PDFs, attach or extract files, or perform any PDF manipulation from the command line.

nano-banana-pro-openrouter

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.

breakdown-feature-prd

Prompt for creating Product Requirements Documents (PRDs) for new features, based on an Epic.