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 coleschaffer/copywritingskills-rmbc --skill funnel-auditgit clone --depth 1 https://github.com/coleschaffer/copywritingskills-rmbcWrote 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/coleschaffer/copywritingskills-rmbc/funnel-audit)<a href="https://agentmods.dev/skills/coleschaffer/copywritingskills-rmbc/funnel-audit"><img src="https://agentmods.dev/badge/skills/coleschaffer/copywritingskills-rmbc/funnel-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/coleschaffer/copywritingskills-rmbc/funnel-audit"><img src="https://agentmods.dev/badge/skills/coleschaffer/copywritingskills-rmbc/funnel-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 | $0.00032 | $0.01915 |
| Opus 5 | $0.00016 | $0.00958 |
| Sonnet 5 | $0.00006 | $0.00383 |
| Haiku 4.5 | $0.00003 | $0.00192 |
Grade A, and why
funnel-audit 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 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.
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.
How it starts
The opening of the file, as written. The whole thing — 167 lines — stays where its author put it; the contents beside it link to each section on GitHub.
funnel-audit
Purpose
Audit an existing DTC sales funnel against RMBC methodology and CRO best practices. Every funnel leaks revenue somewhere — the question is where and how much. This skill evaluates each step in the funnel (traffic → landing → order → upsell → thank you → email) with per-step scoring across five dimensions. Output: a funnel health score (0-100), identification of the top 3 conversion leaks, and a prioritized fix matrix ranked by revenue impact.
Inputs
| Input | Required | Description |
|---|---|---|
funnel_description |
Yes | Detailed description of each funnel step — pages, copy approach, offers, flow |
funnel_type |
Yes | One of: tripwire, webinar, vsl, quiz, free_plus_shipping, other |
funnel_url |
No | Live URL to audit (if available — describe what you observe at each step) |
current_metrics |
No | Existing performance data: conversion rates per step, AOV, CPA, ROAS, traffic volume |
Execution Protocol
Step 1 — Load Framework Context
Read rmbc-context/SKILL.md to load RMBC framework definitions. Funnel auditing applies RMBC as a diagnostic lens — Research quality determines whether copy speaks to the right audience, Mechanism consistency determines whether the "why" threads through every page, Brief alignment determines whether each page has a clear strategic job, Copy execution determines whether the words convert.
Step 2 — Map the Funnel Steps
Identify every step in the funnel and classify it:
| Step | Type | Examples |
|---|---|---|
| Traffic | Entry point | Ad, organic post, email, referral |
| Pre-sell | Warm-up | Advertorial, quiz, webinar |
| Landing | Core offer | Sales page, VSL page, product page |
| Order | Checkout | Order form, cart, payment page |
| Upsell | Post-purchase | OTO page, bump offer, cross-sell |
| Thank You | Confirmation | Order confirmation, next steps |
| Follow-up | Welcome sequence, onboarding, ascension |
If a step is missing from the funnel, flag it as a structural gap.
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 · 167 lines · 32 tokens per session scan A 45d190dcd2c2
funnel-audit is a skill published in the GitHub repository coleschaffer/copywritingskills-rmbc (30 stars, last pushed 5mo ago), licensed MIT. It adds 32 tokens to every session and 1,915 once invoked, about $0.0002 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 2026-08-30.
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