Agent skill

Cod Operations Analyst

by growthack88 in growthack88/growth-marketing-os

COD (cash-on-delivery) e-commerce operations skill. An agent skill from growthack88/growth-marketing-os.

MITAuto-check passedMarketing & SEO

Install Cod Operations Analyst

skills CLI
$ npx skills add growthack88/growth-marketing-os --skill cod-operations-analyst -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install growthack88/growth-marketing-os cod-operations-analyst --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/growthack88/growth-marketing-os.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/cod-operations-analyst .claude/skills/cod-operations-analyst && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
cod-operations-analyst
GitHub stars
115
Token cost
~1.3k tokens
SKILL.md length
470 words
Files
1
Skills in repo
13
Repo updated
First seen
Licence
MIT

At a glance

COD (cash-on-delivery) e-commerce operations skill. An agent skill from growthack88/growth-marketing-os.

  • MENA/emerging-market store shares order
  • SKILL.md covers Core method, Output contract, Behavior rules and Example invocation, plus 1 more section
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
  • Asks why sales and cash dont match

What it does

Cod Operations Analyst is an agent skill from growthack88/growth-marketing-os. COD (cash-on-delivery) e-commerce operations skill. Use whenever a COD or MENA/emerging-market store shares order, confirmation, delivery, or RTO data — or asks why "sales" and cash don't match, whether to scale ads, or how to reduce failed deliveries. Extends funnel analysis past checkout: computes real revenue (Orders × Confirmation% × Delivery% × AOV), true CPA on delivered orders, RTO tax, and break-even delivery rate — then outputs stage-specific fixes and a scale/hold verdict.

Its SKILL.md is about 1.3k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It sits in Marketing & SEO, covering Product analytics, E-commerce operations and Paid advertising. The repository describes itself as: Growth Marketing OS | Mahmoud Omar — open-source AI marketing prompts, Claude skills, agents & growth playbooks (EN + AR). The licence is MIT.

When your agent uses it

  • MENA/emerging-market store shares order
  • Asks why sales and cash dont match
  • Whether to scale ads
  • How to reduce failed deliveries

Example prompts

  • “and cash don”
  • “/cod-operations-analyst”

What it can do on your machine

Read from SKILL.md and the folder at commit c6b55c7. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md.

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    Links to these hosts (documentation or services it may open):

    • mahmoudomar.com
    • mediabrief.com
    • buildinggrowthmachine.com
    • growthduckup.com
    • growthhackacademy.com
    • startupkit.pro
    • duckdoro.com
    • youtube.com

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Cod Operations Analyst loads about 1.3k tokens when it runs. Until then it costs about 128 tokens; SKILL.md has 470 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~128
When it runs · the whole SKILL.md, loaded when a task matches
~1.3k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from growthack88/growth-marketing-os at commit c6b55c7, republished under its MIT licence (© growthack88). 470 words, ~1,271 tokens.

Download SKILL.mdSave it as .claude/skills/cod-operations-analyst/SKILL.md (or your agent's skills folder).
name
cod-operations-analyst
description
COD (cash-on-delivery) e-commerce operations skill. Use whenever a COD or MENA/emerging-market store shares order, confirmation, delivery, or RTO data — or asks why "sales" and cash don't match, whether to scale ads, or how to reduce failed deliveries. Extends funnel analysis past checkout: computes real revenue (Orders × Confirmation% × Delivery% × AOV), true CPA on delivered orders, RTO tax, and break-even delivery rate — then outputs stage-specific fixes and a scale/hold verdict.
author
Mahmoud Omar — https://mahmoudomar.com
license
MIT

COD Operations Analyst — Claude Skill

By Mahmoud Omar · Install this in Claude and every conversation about a COD store automatically accounts for the two funnel stages Western analytics pretend don't exist: confirmation and delivery.

Core method

The COD Profit Funnel equation, applied to whatever data the user shares:

Real Revenue   = Orders × Confirmation% × Delivery% × AOV
Real CPA       = Ad Spend ÷ DELIVERED orders
Real ROAS      = Delivered revenue ÷ Ad Spend
RTO Tax        = Failed deliveries × (shipping out + return + repack + COD fee)
Break-even DR  = the delivery rate where a delivered order's margin exactly
                 covers the RTO cost of the failed ones — compute it FIRST,
                 it's the number every other decision hangs on

When the user shares platform "revenue" or ROAS, immediately ask whether it's placed or delivered orders. If confirmation/delivery data doesn't exist, that absence IS the finding — output the minimal tracking setup (WhatsApp Business labels by stage work on day one) before any optimization advice.

Output contract

  • The honest P&L line: dashboard revenue vs modeled/actual delivered revenue vs net after RTO tax — three numbers, side by side.
  • Stage verdict: which stage (confirmation / delivery / neither) is the constraint, with its rate vs the store's break-even rate. Published context where useful: COD failure rates run 25-30% vs 2-8% prepaid, and rise steeply with delivery delay (Shipway 2024); healthy operations target <12-15% RTO.
  • Fix list per broken stage — confirmation fixes (speed-to-call, WhatsApp-first, phone validation, shipping fee shown pre-checkout) vs delivery fixes (delivery-day messages, courier-by-zone, prepaid incentives, repeat-refuser blacklist) — never generic "improve operations."
  • SCALE / HOLD verdict: below break-even delivery rate → HOLD: every new ad order buys more RTO tax; state what rate unlocks scaling.

Behavior rules

  • Delivery rate outranks ROAS in every verdict. A 3.0 platform ROAS at 60% delivery is a ~1.8 real ROAS before RTO tax — do this math out loud.
  • Time decay is a lever: confirmation within the hour and delivery attempts within 2 days measurably outperform; flag any pipeline slower than that.
  • Seasonality honesty: sale seasons and Ramadan inflate orders AND deflate delivery rates simultaneously — impulse orders confirm and deliver worse. Adjust expectations, not just budgets.
  • Recommend feeding delivered-order events (not placed) back to ad platforms when volume allows.
  • Currency and unit economics in the user's local terms; never assume card-market defaults (saved cards, instant payment, cheap returns).
Show full SKILL.md (165 more words)Show less

Example invocation

"We did 900 orders last month, Meta says 2.8 ROAS, but the bank account looks wrong. Confirmation ~78%, delivery ~65%. Product margin 40%, RTO costs ~55 EGP per failed order."

Skill responds with the three-line honest P&L, the break-even delivery rate for that margin, a HOLD-or-SCALE verdict, and the delivery-stage fix list — not a lecture about creatives.

<!-- MO-BRAND-FOOTER v1 — paste at the bottom of every asset file -->

🦆 Built by Mahmoud Omar

Growth & E-commerce Consultant · 15+ years in performance marketing, CRO & AI-powered growth · MENA & global markets

AssetLink
🌍 Personal Sitemahmoudomar.com
📕 GrowthOS Guide · Building Growth Machinebuildinggrowthmachine.com
🛠️ Growth Duck Up — 17-tool growth SaaS for growth teamsgrowthduckup.com
🎓 Growth Hack Academygrowthhackacademy.com
🚀 StartupKit Pro — Startup OS for MENA foundersstartupkit.pro
🍅 DuckDoro — calm productivity appduckdoro.com
🎥 YouTube (40K+ marketers)Subscribe → Growth Hack Academy

⭐ Saved you time? Star the repo — it helps more marketers find these assets.

All assets are original work by Mahmoud Omar, battle-tested on real accounts. Free to use with attribution. Not AI-generated filler.

© growthack88, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

Just SKILL.md in skills/cod-operations-analyst of growthack88/growth-marketing-os.

Open the folder on GitHubat commit c6b55c7

Compare with similar skills

Cod Operations Analyst next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

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Attribution Reconcileraaron-he-zhu/aaron-marketing-skills2.9k2 repos~3kAutomated safety check: PassApache-2.0
Create Content Campaignopenvetta/open-vetta291—~628Automated safety check: PassApache-2.0
Amazon Dayparting Strategynexscope-ai/Amazon-Skills7361 repos~457Automated safety check: PassMIT

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Questions about Cod Operations Analyst

What does Cod Operations Analyst do?

COD (cash-on-delivery) e-commerce operations skill. An agent skill from growthack88/growth-marketing-os. Cod Operations Analyst is an agent skill from growthack88/growth-marketing-os. COD (cash-on-delivery) e-commerce operations skill.

When should I use Cod Operations Analyst?

Cod Operations Analyst fits situations like: MENA/emerging-market store shares order; asks why sales and cash dont match; whether to scale ads; how to reduce failed deliveries.

How do I install Cod Operations Analyst in Claude Code?

Run `npx skills add growthack88/growth-marketing-os --skill cod-operations-analyst -a claude-code`. Or copy the skill folder (skills/cod-operations-analyst in growthack88/growth-marketing-os) into .claude/skills/cod-operations-analyst in your project. Claude Code loads it when a task matches its description.

How do I install Cod Operations Analyst in Codex?

Run `npx skills add growthack88/growth-marketing-os --skill cod-operations-analyst -a codex`. Or copy the skill folder (skills/cod-operations-analyst in growthack88/growth-marketing-os) into .agents/skills/cod-operations-analyst in your project. Codex loads it when a task matches its description.

Can I use Cod Operations Analyst in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add growthack88/growth-marketing-os --skill cod-operations-analyst -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/cod-operations-analyst, .gemini/skills/cod-operations-analyst, .github/skills/cod-operations-analyst and .opencode/skills/cod-operations-analyst in your project.

What does Cod Operations Analyst need to run?

SKILL.md names no scripts, command-line tools or credentials: Cod Operations Analyst is instructions for the agent only.

Does Cod Operations Analyst access the network?

SKILL.md names 8 domains. As links in the text: mahmoudomar.com, mediabrief.com, buildinggrowthmachine.com, growthduckup.com, growthhackacademy.com, startupkit.pro, duckdoro.com and youtube.com. This is read from the text; nothing was executed.

Is Cod Operations Analyst safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Cod Operations Analyst use?

Cod Operations Analyst is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Cod Operations Analyst use?

About 1.3k tokens (SKILL.md is roughly 5.1k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Cod Operations Analyst?

Skills that share tags, products or a category with Cod Operations Analyst: Olore Gtag Latest (olorehq/olore, 104 stars), Shopify (thatrebeccarae/claude-marketing, 162 stars), Attribution Reconciler (aaron-he-zhu/aaron-marketing-skills, 2.9k stars) and Create Content Campaign (openvetta/open-vetta, 291 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Cod Operations Analyst?

growthack88 (a GitHub user) maintains it in growthack88/growth-marketing-os, which has 115 GitHub stars. The repository holds 13 skills in this directory. The repository was last updated on October 2, 2026.

Source: growthack88/growth-marketing-os on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.