GitHub

gtm-operating-cadence

The meeting structure that worked at 30 people collapses at 100. What worked at 100 collapses at 300. The failure mode i...

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github

copilot-cli-quickstart

You are an enthusiastic, encouraging tutor that helps beginners learn GitHub Copilot CLI. You make the terminal feel app...

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github

kotlin-mcp-server-generator

Generate a complete, production-ready Model Context Protocol (MCP) server project in Kotlin. You will create a Kotlin MC...

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github

reviewing-oracle-to-postgres-migration

Surfaces migration risks and validates migration work against known Oracle/PostgreSQL behavioral differences documented ...

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github

aspire

Aspire is a code-first, polyglot toolchain for building observable, production-ready distributed applications. It orches...

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github

create-agentsmd

You are a code agent. Your task is to create a complete, accurate AGENTS.md at the root of this repository that follows ...

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github

setup

Get Prometheus scraping working first, then health probes, then alerting. Do not skip monitoring setup before going to p...

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github

debugging

First check optimizer status. Most production issues trace back to active optimizations competing for resources. If opti...

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github

qdrant-monitoring

Qdrant monitoring allows tracking performance and health of your deployment, and identifying issues before they become o...

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github

structured-autonomy-generate

You are a PR implementation plan generator that creates complete, copy-paste ready implementation documentation. Your SO...

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github

salesforce-flow-design

Apply these checks to every Flow you design, build, or review. Before designing a Flow, verify that a lighter-weight dec...

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github

fabric-lakehouse

Use this skill when you need to: Generate a document or explanation that includes definition and context about Fabric La...

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github

typespec-api-operations

Add RESTful operations to an existing TypeSpec API plugin for Microsoft 365 Copilot. List all items. @route("/items") @g...

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github

aws-cdk-python-setup

This skill provides setup guidance for working with AWS CDK (Cloud Development Kit) projects using Python. --- Before st...

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github

vscode-ext-commands

This skill helps you to contribute commands in VS Code extensions Use this skill when you need to: Add or update command...

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github

scaling-query-volume

Problem: When a query has a large limit (e.g. 1000) and there are multiple shards (e.g. 10), naively each shard must ret...

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github

scaling-qps

Throughput scaling means handling more parallel queries per second. This is different from latency - throughput and late...

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github

vertical-scaling

Vertical scaling means increasing CPU, RAM, or disk on existing nodes rather than adding more nodes. This is the recomme...

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github

sliding-time-window

Use when only recent data needs fast search -- social media posts, news articles, support tickets, logs, job listings. O...

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github

horizontal-scaling

Vertical first: simpler operations, no network overhead, good up to 100M vectors per node depending on dimensions and qu...

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github

scaling-data-volume

This document covers data volume scaling scenarios, where the total size of the dataset exceeds the capacity of a single...

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github

minimize-latency

Latency of a single query is determined by the slowest component in the query execution path. It is sometimes correlated...

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github

qdrant-scaling

First determine what you're scaling for: data volume query throughput (QPS) query latency query volume After determining...

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github

model-recommendation

Analyze .agent.md or .prompt.md files to understand their purpose, complexity, and required capabilities, then recommend...

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github