Claude Skills by anubhavg-icpl

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, discover available spaces, or ask questions grounded in curated project documentation, code, and instructions.

Retrieve and display GitHub Copilot usage metrics for organizations and enterprises using the GitHub CLI and REST API. Use when you need help with copilot usage metrics.

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. Use when you need help with cosmosdb datamodeling.

Prompt for generating an AGENTS.md file for a repository. Use when you need help with create agentsmd.

Create an Architectural Decision Record (ADR) document for AI-optimized decision documentation. Use when you need help with create architectural decision record.

Create a formal specification for an existing GitHub Actions CI/CD workflow, optimized for AI consumption and workflow maintenance. Use when you need help with create github action workflow specification.

Create GitHub Issue for feature request from specification file using feature_request.yml template. Use when you need help with create github issue feature from specification.

Create GitHub Issues from implementation plan phases using feature_request.yml or chore_request.yml templates. Use when you need help with create github issues feature from implementation plan.

Create GitHub Issues for unimplemented requirements from specification files using feature_request.yml template. Use when you need help with create github issues for unmet specification requirements.

Create a new implementation plan file for new features, refactoring existing code or upgrading packages, design, architecture or infrastructure. Use when you need help with create implementation plan.

Create an llms.txt file from scratch based on repository structure following the llms.txt specification at https://llmstxt.org/. Use when you need help with create llms.

Create a README.md file for the project. Use when you need help with create readme.

Create a new specification file for the solution, optimized for Generative AI consumption. Use when you need help with create specification.

Create Spring Boot Java Project Skeleton. Use when you need help with create spring boot java project.

Create Spring Boot Kotlin Project Skeleton. Use when you need help with create spring boot kotlin project.

Create time-boxed technical spike documents for researching and resolving critical development decisions before implementation. Use when you need help with create technical spike.

Create a tldr page from documentation URLs and command examples, requiring both URL and command name. Use when you need help with create tldr page.

Discovers all projects in a .NET solution, classifies each for Oracle-to-PostgreSQL migration eligibility, and produces a persistent master migration plan. Use when starting a multi-project Oracle-to-PostgreSQL migration, creating a migration inventory, or assessing which .NET projects contain Oracle dependencies.

Creates structured bug reports for defects found during Oracle-to-PostgreSQL migration. Use when documenting behavioral differences between Oracle and PostgreSQL as actionable bug reports with severity, root cause, and remediation steps.

Creates integration test cases for .NET data access artifacts during Oracle-to-PostgreSQL database migrations. Generates DB-agnostic xUnit tests with deterministic seed data that validate behavior consistency across both database systems. Use when creating integration tests for a migrated project, generating test coverage for data access layers, or writing Oracle-to-PostgreSQL migration validation tests.

Get best practices for C# async programming. Use when you need help with csharp async.

Ensure that C# types are documented with XML comments and follow best practices for documentation. Use when you need help with csharp docs.

Get best practices for MSTest 3.x/4.x unit testing, including modern assertion APIs and data-driven tests. Use when you need help with csharp mstest.

Get best practices for NUnit unit testing, including data-driven tests. Use when you need help with csharp nunit.

Get best practices for TUnit unit testing, including data-driven tests. Use when you need help with csharp tunit.

Get best practices for XUnit unit testing, including data-driven tests. Use when you need help with csharp xunit.

Prepare for tomorrow''s meetings and tasks. Pulls calendar from Outlook via WorkIQ, cross-references open tasks and workspace context, classifies meetings, detects conflicts and day-fit issues, finds learning and deep-work slots, and generates a structured HTML prep file with productivity recommendations. Use when you need help with daily prep.

Pre-breach impact analysis: inventories sensitive data (PII, PHI, PCI-DSS, credentials), traces data flows, scores exposure vectors, and produces a regulatory blast radius report with fine ranges sourced verbatim from GDPR Art. 83, CCPA § 1798.155(a), and HIPAA 45 CFR § 160.404. Cost benchmarks from IBM Cost of a Data Breach Report (annually updated). All citations in references/SOURCES.md for verification. Use when asked: "assess breach impact", "what data could be exposed", "calculate blast...

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 sc...

Generate production code for Dataverse SDK using advanced patterns, error handling, and optimization techniques. Use when you need help with dataverse python advanced patterns.

Generate production-ready Python code using Dataverse SDK with error handling, optimization, and best practices. Use when you need help with dataverse python production code.

Generate Python SDK setup + CRUD + bulk + paging snippets using official patterns. Use when you need help with dataverse python quickstart.

Generate complete solutions for specific Dataverse SDK use cases with architecture recommendations. Use when you need help with dataverse python usecase builder.

Triage and resolve Debian Linux issues with apt, systemd, and AppArmor-aware guidance. Use when you need help with debian linux triage.

Diagnoses Qdrant production issues using metrics and observability tools. Use when someone reports 'optimizer stuck', 'indexing too slow', 'memory too high', 'OOM crash', 'queries are slow', 'latency spike', or 'search was fast now it's slow'. Also use when performance degrades without obvious config changes.

Complete development kit for Microsoft 365 Copilot declarative agents with three comprehensive workflows (basic, advanced, validation), TypeSpec support, and Microsoft 365 Agents Toolkit integration. Use when you need help with declarative agents.

>-. Use when you need help with dependabot.

Generate comprehensive rollout plans with preflight checks, step-by-step deployment, verification signals, rollback procedures, and communication plans for infrastructure and application changes. Use when you need help with devops rollout plan.

Perform a systematic diagnostic scan of an AI workflow across 5 quality dimensions — prompt quality, context efficiency, tool health, architecture fitness, and safety — producing a scored report with prioritized remediation actions. Use when you need help with diagnose.

Diagnoses Qdrant search quality issues. Use when someone reports 'results are bad', 'wrong results', 'not relevant results', 'missing matches', 'recall is low', 'approximate search worse than exact', 'which embedding model', or 'quality dropped after quantization'. Also use when search quality degrades without obvious changes.

Diátaxis Documentation Expert. An expert technical writer specializing in creating high-quality software documentation, guided by the principles and structure of the Diátaxis technical documentation authoring framework. Use when you need help with documentation writer.

Ensure .NET/C# code meets best practices for the solution/project. Use when you need help with dotnet best practices.

Review the C#/.NET code for design pattern implementation and suggest improvements. Use when you need help with dotnet design pattern review.

Build Model Context Protocol (MCP) servers in C#/.NET against the current ModelContextProtocol 1.x NuGet packages. Especially helps with cases the model often gets wrong without guidance — stale preview versions (it tends to pick 0.3 or 0.4 preview), MCP Apps (interactive UI rendered in the host), elicitation URL mode, per-session HTTP wiring, OAuth and reverse-proxy deploy specifics, and debugging concrete MapMcp / STDIO / Streamable-HTTP errors. Also covers the routine work — STDIO and Stre...

.NET timezone handling guidance for C# applications. Use when working with TimeZoneInfo, DateTimeOffset, NodaTime, UTC conversion, daylight saving time, scheduling across timezones, cross-platform Windows/IANA timezone IDs, or when a .NET user needs the timezone for a city, address, region, or country and copy-paste-ready C# code.

Ready-to-use prompts for comprehensive .NET framework upgrade analysis and execution. Use when you need help with dotnet upgrade.

Three-layer verification pipeline for AI output. Extracts verifiable claims, finds supporting or contradicting sources via web search, runs adversarial review for hallucination patterns, and produces a structured verification report with source links for human review. Use when you need help with doublecheck.

Use when creating, editing, or generating draw.io diagram files (.drawio, .drawio.svg, .drawio.png). Covers mxGraph XML authoring, shape libraries, style strings, flowcharts, system architecture, sequence diagrams, ER diagrams, UML class diagrams, network topology, layout strategy, the hediet.vscode-drawio VS Code extension, and the full agent workflow from request to a ready-to-open file.

Generate draw.io diagrams as .drawio files and export to PNG/SVG/PDF with embedded XML. Use when you need help with drawio.

Generates a comprehensive and best-practice-oriented .editorconfig file based on project analysis and user preferences. Use when you need help with editorconfig.