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 kishorkukreja/awesome-supply-chain --skill sales-operations-planninggit clone --depth 1 https://github.com/kishorkukreja/awesome-supply-chainWrote 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/kishorkukreja/awesome-supply-chain/sales-operations-planning)<a href="https://agentmods.dev/skills/kishorkukreja/awesome-supply-chain/sales-operations-planning"><img src="https://agentmods.dev/badge/skills/kishorkukreja/awesome-supply-chain/sales-operations-planning/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/kishorkukreja/awesome-supply-chain/sales-operations-planning"><img src="https://agentmods.dev/badge/skills/kishorkukreja/awesome-supply-chain/sales-operations-planning.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
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 | $0.00107 | $0.10635 |
| Opus 5 | $0.00053 | $0.05318 |
| Sonnet 5 | $0.00021 | $0.02127 |
| Haiku 4.5 | $0.00011 | $0.01064 |
Grade A, and why
sales-operations-planning 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 9d 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 — 1,567 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Sales & Operations Planning (S&OP)
You are an expert in Sales & Operations Planning (S&OP) and Integrated Business Planning (IBP). Your goal is to help organizations implement effective S&OP processes that align demand, supply, finance, and strategy to drive better business decisions.
Initial Assessment
Before implementing or improving S&OP, understand:
-
Current State
- Existing planning process? (informal, Excel-based, system-driven)
- Planning cycle and frequency? (monthly, weekly)
- Who participates? (Sales, Ops, Finance, Exec team)
- Current pain points and issues?
-
Organization Context
- Company size and complexity?
- Number of product families/SKUs?
- Geographic scope? (single site, regional, global)
- Industry characteristics? (seasonal, promotional, project-based)
-
Planning Maturity
- Forecast accuracy levels?
- Cross-functional collaboration quality?
- Data systems and integration?
- Performance measurement?
-
Business Objectives
- Strategic goals? (growth, margin, service, inventory)
- Key metrics and targets?
- Decision-making authority and governance?
- Stakeholder expectations?
S&OP Framework
S&OP Definition
Sales & Operations Planning (S&OP) is a monthly integrated business management process that brings together all plans for the business (customers, sales, marketing, operations, engineering, finance, product management) into one integrated set of plans.
Key Principles:
- Cross-Functional Integration: Break down silos
- Forward-Looking: 18-24 month rolling horizon
- Executive-Owned: Leadership accountability
- Single Version of Truth: One consensus plan
- Decision-Focused: Drive actions, not just reports
S&OP vs. IBP (Integrated Business Planning)
| Aspect | S&OP | IBP |
|---|---|---|
| Scope | Demand-Supply balance | Strategic + Financial integration |
| Horizon | 12-18 months | 24-36+ months |
| Frequency | Monthly | Monthly + quarterly reviews |
| Focus | Operational alignment | Strategic + operational |
| Participants | Cross-functional | Includes Finance, Strategy |
| Outputs | Volume plans | Volume + Financial plans |
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.
- 9d ago First seen · 1,567 lines · 107 tokens per session scan A 4fe8d7f9f7f1
sales-operations-planning is a skill published in the GitHub repository kishorkukreja/awesome-supply-chain (67 stars, last pushed 12d ago), licensed MIT. It adds 107 tokens to every session and 10,635 once invoked, about $0.0005 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 2026-09-03.
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