saas-metrics-dashboard

saas-metrics-dashboard is a skill for Claude Code, Codex from Xipher-Labs/walter-os. It costs 58 tokens per session (1,349 once invoked), scanned A, original, AGPL-3.0.

A calculator and analysis guide for subscription-software business metrics. These metrics describe revenue, customer loss, growth efficiency, and the cost of acquiring and serving customers.

In plain words
What is it for?
Use it with CSV or YAML data to calculate MRR, ARR, churn, LTV-to-CAC, Quick Ratio, Magic Number, Rule of 40, and related unit economics.
Why use it?
It reduces the manual work of calculating common SaaS measures and helps interpret what the results say about the business. SaaS means software sold as an ongoing subscription.

Skill for Claude CodeCodex

Which agent this was written for is unclear — body not stored (licence); the path alone says nothing.

Good fit Use it with CSV or YAML data to calculate MRR, ARR, churn, LTV-to-CAC, Quick Ratio, Magic Number, Rule of 40, and related unit economics.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/xipher-labs/walter-os/saas-metrics-dashboard
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add Xipher-Labs/walter-os --skill saas-metrics-dashboard
Clone the repo
git clone --depth 1 https://github.com/Xipher-Labs/walter-os

Made for: Claude Code, Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for saas-metrics-dashboard

README.md
[![agentmods](https://agentmods.dev/badge/skills/xipher-labs/walter-os/saas-metrics-dashboard/github.svg)](https://agentmods.dev/skills/xipher-labs/walter-os/saas-metrics-dashboard)
Your own site
<a href="https://agentmods.dev/skills/xipher-labs/walter-os/saas-metrics-dashboard"><img src="https://agentmods.dev/badge/skills/xipher-labs/walter-os/saas-metrics-dashboard/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for saas-metrics-dashboard

Your own site · 80×15
<a href="https://agentmods.dev/skills/xipher-labs/walter-os/saas-metrics-dashboard"><img src="https://agentmods.dev/badge/skills/xipher-labs/walter-os/saas-metrics-dashboard.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 58 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,349 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin unknown No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00058 $0.01349
Opus 5 $0.00029 $0.00674
Sonnet 5 $0.00012 $0.00270
Haiku 4.5 $0.00006 $0.00135

Measured 11d ago against content hash 2126ed05df66, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-11, from the pricing page.

Security

Grade A, and why

saas-metrics-dashboard scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 11d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

skills/saas-metrics-dashboard/SKILL.md · 133 lines

The source is not reproduced here

Licensed AGPL-3.0

The repository is licensed AGPL-3.0, which this catalogue does not treat as permission to reproduce the file. Read it at the source.

Read it on GitHub

Files

What ships with it

1 file beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 11d ago First seen · 133 lines · 58 tokens per session scan A 2126ed05df66

Subscribe to this mod's changes

saas-metrics-dashboard is a skill published in the GitHub repository Xipher-Labs/walter-os (6 stars, last pushed today), licensed AGPL-3.0. It adds 58 tokens to every session and 1,349 once invoked, about $0.0003 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.