cost-analysis SKILL.md skillA

cost-analysis from jnpiyush/agentx is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add jnpiyush/agentx/cost-analysis@v1.0.0

Pins v1.0.0 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
jnpiyush/agentx
Path
.github/skills/architecture/cost-analysis/SKILL.md
Versions recorded
2
Latest version
v1.0.0, committed Sep 15, 2026
First version recorded
Aug 8, 2026
Size
5,811 bytes
Repository stars
19
License
Apache-2.0

Estimate and attribute cloud running cost for a proposed architecture before it is built. Use when writing an ADR options table, sizing a prototype, comparing managed versus self-hosted services, or answering "what will this cost to leave running". Produces a load-enveloped estimate with an idle-versus-active split and per-option attribution.

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

# Cost Analysis

> **Purpose**: Make running cost a first-class, comparable dimension of an architecture decision -- not a surprise discovered after deployment.

---

## When to Use This Skill

- Writing an ADR: every option in the comparison table needs a cost column
- Sizing a prototype that will sit idle most of its life
- Choosing between managed, serverless, and always-on compute
- A stakeholder asks "what does it cost to leave this running for a month?"

**Do NOT use** for billing forensics on already-deployed resources -- that is an
observability task, not an architecture task.

---

## Core Model: Idle Cost Is The Prototype Killer

A prototype is active for a small slice of the month and idle for the rest. Total
cost is therefore driven far more by the **idle floor** than by peak throughput.

```
monthly_cost = (active_hours * active_rate) + (idle_hours * idle_rate) + fixed_monthly
```

| Billing shape | `idle_rate` | Prototype impact |
|---|---|---|
| Consumption / serverless | ~0 | Cheap when idle -- prefer for prototypes |
| Auto-pause (serverless DB) | storage floor only | Cheap, small floor remains |
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add jnpiyush/agentx/cost-analysis@sha256:30c7811c031d93e6

The line at the top of this page pins the label v1.0.0, 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_pb4jqy6o2bznltvj.svg)](https://markdownregistry.com/a/art_pb4jqy6o2bznltvj)

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

Versions

The registry has recorded 2 versions of this file, between Aug 8, 2026 and Sep 15, 2026, about one every 37 days.

versioncommittedcommitsizeaudit
v1.0.0 latest2026-09-15 f17c505 5,811 BA view · diff
v1.0.02026-08-08 80072b8 5,809 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 (5811 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

jnpiyush/agentx · 19 stars · license Apache-2.0 · pushed 2026-11-04 · branch master

API

GET https://markdownregistry.com/api/v1/artifacts/art_pb4jqy6o2bznltvj
GET https://markdownregistry.com/api/v1/resolve?ref=jnpiyush/agentx/cost-analysis
GET https://markdownregistry.com/api/v1/blob/30c7811c031d93e6e481efe00cc97b7b7408c990137e2babc01c44c062ac7a8e

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.

More from jnpiyush/agentx

000-frontier-core Cursor rule
jnpiyush/agentx · .cursor/rules/000-frontier-core.mdc · Frontier canonical contracts and workspace context for Cursor.
git:20261012.38fb931 · audit A · 19 stars
ai Cursor rule
jnpiyush/agentx · .cursor/rules/ai.mdc · AI / agent / LLM workflow standards (Frontier)
git:20261010.87e53aa · audit A · 19 stars
csharp Cursor rule
jnpiyush/agentx · .cursor/rules/csharp.mdc · C# / .NET coding standards (Frontier)
git:20261010.87e53aa · audit A · 19 stars
python Cursor rule
jnpiyush/agentx · .cursor/rules/python.mdc · Python coding standards (Frontier)
git:20261010.87e53aa · audit A · 19 stars
react Cursor rule
jnpiyush/agentx · .cursor/rules/react.mdc · React / TSX frontend standards (Frontier)
git:20261010.87e53aa · audit A · 19 stars
typescript Cursor rule
jnpiyush/agentx · .cursor/rules/typescript.mdc · TypeScript / Node backend standards (Frontier)
git:20261010.87e53aa · audit A · 19 stars
agent-memory-systems SKILL.md skill
jnpiyush/agentx · .github/skills/ai-systems/agent-memory-systems/SKILL.md · Design agent memory beyond a single context window: short-term (working / scratchpad), long-term (episodic, semantic…
v1.0.0 · audit A · 19 stars
agent-observability SKILL.md skill
jnpiyush/agentx · .github/skills/ai-systems/agent-observability/SKILL.md · Instrument LLM agents with tracing, metrics, and evaluation telemetry. Use when adding OpenTelemetry GenAI semantic…
v1.0.0 · audit A · 19 stars
ai-agent-development SKILL.md skill
jnpiyush/agentx · .github/skills/ai-systems/ai-agent-development/SKILL.md · Build production-ready AI agents with Microsoft Foundry and Agent Framework. Use when creating AI agents, selecting LLM…
git:20261010.87e53aa · audit A · 19 stars
ai-evaluation SKILL.md skill
jnpiyush/agentx · .github/skills/ai-systems/ai-evaluation/SKILL.md · Use when evaluating AI quality, safety, completeness and cost with held-out tasks, executable graders, calibrated…
v1.1.0 · audit A · 19 stars
ai-safety-and-red-teaming SKILL.md skill
jnpiyush/agentx · .github/skills/ai-systems/ai-safety-and-red-teaming/SKILL.md · Defend LLM systems against prompt injection, jailbreaks, data exfiltration, and unsafe output. Covers input/output…
v1.0.0 · audit B · 19 stars
anthropic-claude SKILL.md skill
jnpiyush/agentx · .github/skills/ai-systems/anthropic-claude/SKILL.md · Implement production applications with Anthropic Claude models -- Messages API, tool use, prompt caching, adaptive…
v1.0.0 · audit A · 19 stars

Every file in jnpiyush/agentx

Other files named cost-analysis

cost-analysis SKILL.md skill
microsoft/github-copilot-for-azure · plugins/azure-cost/skills/cost-analysis/SKILL.md · Analyze actual Azure spend, bill changes, and AKS or AI costs. WHEN: "Azure cost breakdown", "most expensive…
v0.0.0-placeholder · audit A · 261 stars
cost-analysis SKILL.md skill
tinh2/skills-hub-registry · analysis/cost-analysis/SKILL.md · Analyzes infrastructure costs at 1K-100K user scales by reading the actual codebase, auto-detecting cloud providers…
v2.0.0 · audit A · 22 stars
cost-analysis SKILL.md skill
rhovian/niles · skills/cost-analysis/SKILL.md · Use to analyze Niles telemetry for cost reduction, expensive sessions, repeated reviews or handbacks, cache use, or…
git:20261102.73299d7 · audit A · 4 stars

Browse by kind, by grade A, or by owner.