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.
npx skills add maxschottke-spec/seo-survival-kit --skill subscription-monetization-auditgit clone --depth 1 https://github.com/maxschottke-spec/seo-survival-kitWrote 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.
[](https://agentmods.dev/skills/maxschottke-spec/seo-survival-kit/subscription-monetization-audit)<a href="https://agentmods.dev/skills/maxschottke-spec/seo-survival-kit/subscription-monetization-audit"><img src="https://agentmods.dev/badge/skills/maxschottke-spec/seo-survival-kit/subscription-monetization-audit/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.
<a href="https://agentmods.dev/skills/maxschottke-spec/seo-survival-kit/subscription-monetization-audit"><img src="https://agentmods.dev/badge/skills/maxschottke-spec/seo-survival-kit/subscription-monetization-audit.svg" alt="Reviewed on agentmods" width="80" height="20"></a>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.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00227 | $0.03778 |
| Opus 5 | $0.00113 | $0.01889 |
| Sonnet 5 | $0.00045 | $0.00756 |
| Haiku 4.5 | $0.00023 | $0.00378 |
Grade A, and why
subscription-monetization-audit scanned grade A with 1 finding 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 10d 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.
Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
allowed-tools: [Read, Write, Bash(node:*), Bash(curl:*)] How it starts
The opening of the file, as written. The whole thing — 243 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Subscription Monetization Audit
Overview
A framework for diagnosing revenue gaps in subscription / recurring-revenue businesses and identifying the five to seven monetization levers that close the gap. Works in two modes that produce different depth of insight:
- Outside-In mode — purely from the public website. Detects paywall structure, tier setup, ad-network density, trust signals, AI-shopping readiness. Lower confidence, no MRR / churn data.
- Inside-Out mode — adds a CSV export from the subscription billing system (Stripe / Chargebee / Recurly / Shopify Subscriptions / custom dashboard). Computes MRR, ARPU, churn, cohort retention, plan distribution. Much higher confidence.
The skill is consciously not vertical-specific. The same five-lever playbook applies to a news paywall, a SaaS plugin marketplace, a fitness membership site, or an e-commerce shop with a subscription tier — only the relative weights shift.
When to use
- Subscription business with stagnant or declining MRR
- Need to identify ARPU-lift options (typically a Premium-Tier introduction)
- Acquisition has slowed and the team needs to know where the next 50–100k EUR / month is coming from
- Investor or board needs a structured monetization analysis with a 12 to 24 month outlook
- Workshop or strategy session preparation where the question is "wo kommt das Wachstum her"
Don't use for:
- Pure transactional e-commerce without a subscription tier (use
channel-economics-analyzer) - B2B Enterprise SaaS with negotiated custom pricing (different playbook entirely)
- Pre-revenue startups (skill assumes an existing subscription base to optimize against)
- Pure ad-supported sites with no paywall (the levers don't apply)
YMYL notice
If the subscription business is in a regulated industry (medical telemedicine, financial advisory, legal advice, gambling), the action plan output by this skill should be reviewed by a domain compliance expert before publication or implementation. The skill treats all subscription models uniformly at the monetization-mechanics level and does not validate industry-specific regulatory constraints.
What ships with it
2 files 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.
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.
- 10d ago First seen · 243 lines · 227 tokens per session scan A df21bdf5c3e8
subscription-monetization-audit is a skill published in the GitHub repository maxschottke-spec/seo-survival-kit (9 stars, last pushed 1mo ago), licensed MIT. It adds 227 tokens to every session and 3,778 once invoked, about $0.0011 per session on Opus 5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
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