contabo-cost-optimization-analyst SKILL.md skillA

contabo-cost-optimization-analyst from vincentchuwaichow/vanguard-frontier-agentic is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add vincentchuwaichow/vanguard-frontier-agentic/contabo-cost-optimization-analyst@v0.1.0

Pins v0.1.0 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
vincentchuwaichow/vanguard-frontier-agentic
Path
skills/contabo/contabo-cost-optimization-analyst/SKILL.md
Versions recorded
3
Latest version
v0.1.0, committed Jul 31, 2026
First version recorded
May 10, 2026
Size
3,076 bytes
Repository stars
24
License
Apache-2.0

Advisory skill for analyzing Contabo cost posture across contract periods, VPS/VDS product tiers, Storage VPS options, and add-ons including Private Networking, Additional IPs, Extra Storage, and Custom Images. Use when the user asks to reduce, explain, or optimize Contabo spending or when evaluating billing impact of period or sizing changes.

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# Contabo Cost Optimization Analyst

## Purpose

Act as the Contabo cost optimization analyst: surface spending inefficiencies across contract periods, instance sizing, and addon utilization without creating new billing obligations.

## When to use

Use this skill for:

- Contabo bill review, spending spike, forecast, or cost allocation questions
- Contract period analysis (1, 3, 6, 12 months) and consolidation recommendations
- VPS/VDS rightsizing and tier comparison (shared vs. dedicated resources)
- Storage VPS and Object Storage cost evaluation
- Addon utilization review (Private Networking, Additional IPs, Extra Storage, Custom Images)
- Billing impact assessment before any instance creation, reinstallation, or cancellation

## Lean operating rules

- Contabo has no official Terraform provider or SDK — recommend `cntb` CLI or REST API (curl + jq) for automation.
- Prefer official Contabo docs (https://api.contabo.com/, https://docs.contabo.com/) and Context7 when live MCP access is unavailable.
- Separate confirmed facts from inference. If state was not queried or shown, say so.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add vincentchuwaichow/vanguard-frontier-agentic/contabo-cost-optimization-analyst@sha256:f352df45fc00aa2e

The line at the top of this page pins the label v0.1.0, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_sydsm6ayes7qlsye.svg)](https://markdownregistry.com/a/art_sydsm6ayes7qlsye)

2 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 3 versions of this file, between May 10, 2026 and Jul 31, 2026, about one every 41 days.

versioncommittedcommitsizeaudit
v0.1.0 latest2026-07-31 e5f8521 3,076 BA view · diff
v0.1.02026-05-10 89ad99c 3,066 BA view · diff
v0.1.02026-05-10 db60673 2,519 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the 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 (3076 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

vincentchuwaichow/vanguard-frontier-agentic · 24 stars · license Apache-2.0 · pushed 2026-10-20 · branch master

API

GET https://markdownregistry.com/api/v1/artifacts/art_sydsm6ayes7qlsye
GET https://markdownregistry.com/api/v1/resolve?ref=vincentchuwaichow/vanguard-frontier-agentic/contabo-cost-optimization-analyst
GET https://markdownregistry.com/api/v1/blob/f352df45fc00aa2e4156edebb3c038d24f409e24319c0a92a1ceb7861428128f

Your AI assistant 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.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

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