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 finsilabs/awesome-ecommerce-skills --skill ecommerce-budgeting-forecastinggit clone --depth 1 https://github.com/finsilabs/awesome-ecommerce-skillsWrote 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/finsilabs/awesome-ecommerce-skills/ecommerce-budgeting-forecasting)<a href="https://agentmods.dev/skills/finsilabs/awesome-ecommerce-skills/ecommerce-budgeting-forecasting"><img src="https://agentmods.dev/badge/skills/finsilabs/awesome-ecommerce-skills/ecommerce-budgeting-forecasting/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/finsilabs/awesome-ecommerce-skills/ecommerce-budgeting-forecasting"><img src="https://agentmods.dev/badge/skills/finsilabs/awesome-ecommerce-skills/ecommerce-budgeting-forecasting.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 | $0.02653 |
| Opus 5 | $0.00016 | $0.01326 |
| Sonnet 5 | $0.00006 | $0.00531 |
| Haiku 4.5 | $0.00003 | $0.00265 |
Grade A, and why
ecommerce-budgeting-forecasting 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 12d 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 — 191 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Ecommerce Budgeting & Forecasting
Overview
A rolling operating budget is the financial backbone of any well-run ecommerce business. Unlike a static annual budget, a rolling budget is continuously updated — typically a 12-month forward view that advances one month with each passing period. Combined with variance analysis comparing actuals to plan, it gives operators the visibility to make confident resource allocation decisions.
For ecommerce, the most operationally sensitive budget categories are marketing spend (which drives immediate revenue) and inventory purchases (which requires significant lead time). This skill guides you through building and maintaining these budgets using your platform's data and a connected accounting system.
When to Use This Skill
- When building the annual operating plan for an ecommerce business
- When allocating a monthly marketing budget across channels with accountability
- When managing an inventory open-to-buy budget and tracking against it
- When replacing a spreadsheet-based budget process with an automated system
- When producing variance reports (budget vs. actuals) by the 3rd business day of each month
- When presenting a rolling forecast to your board or investors
Core Instructions
Step 1: Connect your platform data to your accounting system
Budgeting starts with accurate actuals. Connect your ecommerce platform to an accounting system to get the foundational data:
Shopify
- Connect to QuickBooks Online: Go to the Shopify App Store and install QuickBooks Online by OneSaas or Bench — syncs Shopify orders, payouts, refunds, and fees into QuickBooks chart of accounts automatically
- Connect to Xero: Install Xero Bridge by Amaka from the Shopify App Store — maps Shopify sales, refunds, shipping, and taxes to Xero accounts
- Built-in Shopify Finances: Even without a separate accounting system, go to Analytics → Finances summary for monthly revenue, COGS (if costs entered per product), and gross profit — exportable to CSV for manual budget tracking
What ships with it
7 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.
- evals/marketing-budget-computation-rules/criteria.json 2.6 KB
- evals/marketing-budget-computation-rules/task.md 1.6 KB
- evals/revenue-budget-and-rolling-forecast-vers/criteria.json 2.7 KB
- evals/revenue-budget-and-rolling-forecast-vers/task.md 2.8 KB
- evals/variance-classification-and-budget-alert/criteria.json 2.6 KB
- evals/variance-classification-and-budget-alert/task.md 2.2 KB
- tile.json 345 B
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.
- 12d ago First seen · 191 lines · 32 tokens per session scan A 393a7197d192
ecommerce-budgeting-forecasting is a skill published in the GitHub repository finsilabs/awesome-ecommerce-skills (52 stars, last pushed 6mo ago), licensed MIT. It adds 32 tokens to every session and 2,653 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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