Home / wyre-ai / msp-claude-plugins · msp-claude-plugins/cloudops-pack/skills/cloud-capacity-planning/SKILL.md · GitHub

Cloud Capacity Planning skillA

Cloud Capacity Planning is agent-read markdown (skill) from wyre-ai/msp-claude-plugins: Right-sizing and capacity forecasting for cloud resources on whatever platforms (Azure, DigitalOcean) are connected: the per-platform over-provisioned and under-provisioned signals, growth-trend-based forecasting toward a projected exhaustion window, and the discipline that separates a genuine capacity risk from normal variance — require a trend not a spike, distinguish burst-tolerant from sustained-critical resources, and always state the observation window behind a forecast..

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.

What the file says

# Cloud Capacity Planning

## Overview

Capacity planning answers two distinct questions that are easy to conflate:
"is this resource sized correctly right now" (right-sizing) and "will it
still be sized correctly in N weeks given its growth trend" (forecasting).
This skill covers both, across whatever cloud platform(s) an org has
connected, and is deliberately conservative about calling something a risk —
a capacity plan that cries wolf on every metric blip gets ignored.

This is infrastructure-substrate capacity — compute, storage, database, and
cluster headroom on the platforms themselves. It is not application-level
performance or SLO tracking (see `devops-pack`, if connected) and it is not
spend (see the `cloud-cost-management` skill, a related but separate
concern: a resource can be correctly sized and still be a cost problem, or
be under-provisioned and cheap).

## Anti-triggers

- **A one-off quota or usage-limit lookup** — "what's my quota, how much is
  used" is a direct read against the connector; use
  `azure-mcp-cost-and-capacity`. This skill turns repeated readings into a
  trend and a forecast.
- **The metric and log queries behind the utilization numbers** — use
…

Read the whole file at its exact version.

How to install

Latest version
mdr add wyre-ai/msp-claude-plugins/Cloud Capacity Planning@git:20260804.5567c51
Exact content
mdr add wyre-ai/msp-claude-plugins/Cloud Capacity Planning@sha256:bcb7e13bed27ee93

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

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Versions

versioncommittedcommitsizeaudit
git:20260804.5567c51 latest2026-08-04 5567c51 7,724 BA view · diff
git:20260728.b7e78fc2026-07-28 b7e78fc 7,375 BA view · diff
git:20260714.6d9bf212026-07-14 6d9bf21 8,048 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 (7724 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

wyre-ai/msp-claude-plugins · 46 stars · license Apache-2.0 · pushed 2026-09-22 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_n63lvf4niyuyslgx
GET https://markdownregistry.com/api/v1/resolve?ref=wyre-ai/msp-claude-plugins/Cloud Capacity Planning
GET https://markdownregistry.com/api/v1/blob/bcb7e13bed27ee939b4acdfb1763625e55f68466e7a70d6c40f4b5666bc9635a

Your agent does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

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