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AI-Ready Specification Guide

create-specification

github/awesome-copilot

Creates a machine-readable specification template tailored for Generative AI solutions, covering purpose, requirements, constraints, interfaces, dependencies, and validation so implementation stays unambiguous.

Advanced Dataverse Python

dataverse-python-advanced-patterns

github/awesome-copilot

Produces production-ready Dataverse SDK code for Python, showcasing advanced error handling and retries, batch operations, OData query tuning, metadata lifecycle management, configuration/timeouts, cache invalidation, chunked file uploads, and Pandas integrations with references.

Microsoft Copilot Agent Kit

declarative-agents

github/awesome-copilot

Provides an end-to-end kit for building Microsoft 365 Copilot declarative agents across basic, enterprise, and validation workflows, with TypeSpec definitions, JSON schema validation, and Agents Toolkit integration for planning, testing, deployment, and optimization.

Copilot Migration Instructions

generate-custom-instructions-from-codebase

github/awesome-copilot

Generates migration instructions for GitHub Copilot by comparing two project states, enabling consistent transformations during migrations, refactors, or technology upgrades and documenting rules, validation, and monitoring steps.

Enterprise Onboarding Framework

gtm-enterprise-onboarding

github/awesome-copilot

A four-phase onboarding framework that guides enterprise customers from contract execution through go-live to sustained adoption, highlighting early owner validation, adoption cliff prevention, and pre-onboarding readiness to keep large deals moving and prevent churn.

HubSpot CRM Automation

hubspot-automation

sickn33/antigravity-awesome-skills

Automates HubSpot CRM workflows through Rube MCP and Composio, orchestrating contact, company, deal, ticket, and custom property tasks while enforcing batch limits and schema-aware validation.

Azure Infrastructure Import

import-infrastructure-as-code

github/awesome-copilot

Automates importing live Azure environments into Terraform by discovering subscriptions, groups, or resource IDs, mapping dependencies, and generating AVM-based IaC files ready for validation and planning.

Microsoft Teams Automation

microsoft-teams-automation

sickn33/antigravity-awesome-skills

Automate Microsoft Teams operations through Rube MCP/Composio, covering channel posts, chat messages, meetings, team/channel management, and message searches while following tool schema validation for each workflow.

Monte Carlo Monitor Builder

monte-carlo-monitor-creation

sickn33/antigravity-awesome-skills

Guides agents through validation, dry-run MCP tool usage, and monitors-as-code YAML generation so Monte Carlo monitors can be established via CLI or CI/CD without directly creating assets.

dbt Change Validation Notebook Generator

monte-carlo-validation-notebook

sickn33/antigravity-awesome-skills

This skill automatically generates an interactive SQL Notebook designed to validate changes in dbt models or snapshots. It processes changes identified from a GitHub PR or local repository, generating comparison queries that compare 'before' (production) and 'after' (development) data states. It is essential for embedding data observability and quality checks into CI/CD pipelines.

Power Platform MCP Connector

power-platform-mcp-connector-suite

github/awesome-copilot

Generates Power Platform custom connectors with MCP integration for Copilot Studio, covering schema generation, JSON-RPC scripts, validation, troubleshooting, OAuth hardening, and CLI guidance for paconn/pac workflows.

Reduce Method Complexity

refactor-method-complexity-reduce

github/awesome-copilot

Refactors a specified method into smaller helper routines so the cognitive complexity stays below a given threshold while keeping validation, error handling, and behavior intact.

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