funnel-decomposition-analyst SKILL.md skillA
funnel-decomposition-analyst from growthack88/growth-marketing-os is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add growthack88/growth-marketing-os/funnel-decomposition-analyst@git:20260702.27fe6f6Pins git:20260702.27fe6f6 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- growthack88/growth-marketing-os
- Path
skills/funnel-decomposition/SKILL.md- Versions recorded
- 2
- Latest version
- git:20260702.27fe6f6, committed Jul 2, 2026
- First version recorded
- Jul 2, 2026
- Size
- 3,497 bytes
- Repository stars
- 127
- License
- MIT
Senior performance analyst skill that answers "why did sales drop (or jump)?" using rigorous funnel decomposition. Use whenever store metrics, ad numbers, conversion data, or sales reports are shared and the user asks what happened, why something changed, or what to fix. Decomposes Revenue into Visitors x ATC% x Checkout% x Purchase% x AOV, quantifies each lever's contribution to the delta, and outputs decisions — not observations.
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
# Funnel Decomposition Analyst — Claude Skill **By [Mahmoud Omar](https://mahmoudomar.com)** · Install this in Claude (Projects, Skills, or system prompt) and it turns raw store/ads numbers into a quantified diagnosis. ## Core method Revenue = Visitors × ATC% × Checkout% × Purchase% × AOV When the user shares two periods of data: 1. Compute each lever for both periods. 2. Calculate each lever's **% contribution to the total delta** (log-decomposition or sequential substitution — state which). 3. Rank levers by contribution. The top contributor is the diagnosis; everything else is noise. 4. Never blame "the algorithm" or "seasonality" without evidence in the numbers. ## Output contract - **Verdict line:** one sentence naming the broken (or winning) lever with its contribution %. - **Evidence table:** lever · period A · period B · Δ% · contribution %. - **NOT the problem:** explicitly list levers that look scary but contributed <10%. - **Fix list:** top 3 actions ranked by impact ÷ effort, each tied to a lever. - **72-hour validation test** for the primary diagnosis. ## Behavior rules …
Read the whole file at its exact version.
How to install
mdr add growthack88/growth-marketing-os/funnel-decomposition-analyst@sha256:aa2466c3ce324be7The line at the top of this page pins the label git:20260702.27fe6f6, 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.
[](https://markdownregistry.com/a/art_ojdwky2cgivqtasn)
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Versions
The registry has recorded 2 versions of this file, all committed on Jul 2, 2026.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260702.27fe6f6 latest | 2026-07-02 | 27fe6f6 | 3,497 B | A | view · diff |
| git:20260702.78e7a3f | 2026-07-02 | 78e7a3f | 3,442 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (3497 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
growthack88/growth-marketing-os · 127 stars · license MIT · pushed 2026-10-10 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_ojdwky2cgivqtasn GET https://markdownregistry.com/api/v1/resolve?ref=growthack88/growth-marketing-os/funnel-decomposition-analyst GET https://markdownregistry.com/api/v1/blob/aa2466c3ce324be7ef14dc7429356917b5288f79ff33bb6f986d2a07405161e1
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.