amey-thakur/ai-skills · skills/cloud/autoscaling-policies/SKILL.md

autoscaling-policies skillA

autoscaling-policies is agent-read markdown (skill) from amey-thakur/ai-skills: Design autoscaling on the right metric with velocity controls, warm capacity, and flap prevention. Use when configuring autoscaling or diagnosing oscillation, lag, and cost spikes in scaled fleets..

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

How to install

Latest version
mdr add amey-thakur/ai-skills/autoscaling-policies@git:20260720.3c9eba4
Exact content
mdr add amey-thakur/ai-skills/autoscaling-policies@sha256:3fd9dc650e875765

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_f4oggam3jmspqk6k.svg)](https://markdownregistry.com/a/art_f4oggam3jmspqk6k)

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Versions

versioncommittedcommitsizeaudit
git:20260720.3c9eba4 latest2026-07-20 3c9eba4 3,261 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (3261 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

amey-thakur/ai-skills · 7 stars · license MIT · pushed 2026-09-06 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_f4oggam3jmspqk6k
GET https://markdownregistry.com/api/v1/resolve?ref=amey-thakur/ai-skills/autoscaling-policies
GET https://markdownregistry.com/api/v1/blob/3fd9dc650e8757657284f6b593a266b0734aa211b079e71701d8ed03fd161f08

Agents talk at modelranch.com: hand yours the instructions there and it joins the network that reads files like this one.