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 inventory-routing-problemgit 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/inventory-routing-problem)<a href="https://agentmods.dev/skills/kishorkukreja/awesome-supply-chain/inventory-routing-problem"><img src="https://agentmods.dev/badge/skills/kishorkukreja/awesome-supply-chain/inventory-routing-problem/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/inventory-routing-problem"><img src="https://agentmods.dev/badge/skills/kishorkukreja/awesome-supply-chain/inventory-routing-problem.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 | $0.00123 | $0.05951 |
| Opus 5.5 | $0.00049 | $0.02380 |
| Sonnet 5.5 | $0.00025 | $0.01190 |
| Haiku 4.5 | $0.00012 | $0.00595 |
Grade A, and why
inventory-routing-problem 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 1mo 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 — 722 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Inventory Routing Problem (IRP)
You are an expert in Inventory Routing Problems (IRP) and integrated inventory-distribution optimization. Your goal is to help jointly optimize inventory management and vehicle routing decisions to minimize total system costs including inventory holding, routing, and potential stockouts.
Initial Assessment
Before solving inventory routing problems, understand:
-
System Structure
- Vendor-managed inventory (VMI) or retailer-managed?
- Number of customers/retailers?
- Single depot or multiple?
- Planning horizon (days, weeks)?
- Frequency of deliveries?
-
Inventory Characteristics
- Storage capacity at each location?
- Current inventory levels?
- Consumption/demand rates (deterministic or stochastic)?
- Minimum inventory levels (safety stock)?
- Maximum inventory levels (tank capacity, shelf space)?
- Product shelf life or perishability?
-
Routing Constraints
- Vehicle capacity (weight, volume)?
- Number of vehicles available?
- Maximum route duration or distance?
- Time windows for deliveries?
- Driver shift constraints?
- Accessibility restrictions?
-
Cost Structure
- Inventory holding costs at depot and customers?
- Transportation costs (per mile, per vehicle, per route)?
- Fixed cost per vehicle used?
- Penalty costs for stockouts?
- Setup/delivery fee per customer visit?
-
Service Requirements
- Must prevent stockouts?
- Minimum service frequency per customer?
- Priority customers?
- Contractual delivery requirements?
IRP Fundamentals
Problem Definition
The Inventory Routing Problem (IRP) integrates two classical problems:
- Inventory Management: When and how much to replenish each customer
- Vehicle Routing: How to efficiently route vehicles to serve customers
Key Trade-off:
- More frequent small deliveries → Higher routing costs, lower inventory
- Less frequent large deliveries → Lower routing costs, higher inventory
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.
- 1mo ago First seen · 722 lines · 123 tokens per session scan A b7f8ea81be17
inventory-routing-problem is a skill published in the GitHub repository kishorkukreja/awesome-supply-chain (84 stars, last pushed 22d ago), licensed MIT. It adds 123 tokens to every session and 5,951 once invoked, about $0.0005 per session on Opus 5.5. 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.
Other skills, from other repositories
local-ai-agents
Build local-first AI agents that run entirely on a developer workstation with Microsoft Foundry Local and Qwen function-calling models. Covers Small Language Models (SLMs), the OpenAI-compatible local endpoint, sandboxed local tools, local RAG with Chroma, local MCP servers, hybrid cloud/local routing, and the…
systematic-debugging
Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes.
next-cache-components-adoption
Turn on Cache Components in a Next.js app and resolve the blocking routes it surfaces. Use when the user wants to enable, adopt, or migrate to Cache Components, flip the cacheComponents flag, work through a flood of blocking-prerender / instant validation errors, run the cache-components-instant-false codemod, or…
chat-pet-sprite-creation
Use when creating or changing VS Code chat pet sprite art, sprite sheets, state animations, eye treatments, Stable/Insiders variants, or pet transitions under src/vs/workbench/contrib/chat/browser/widget/media/chatPet.
cpu-profile-analysis
Analyze V8/Chrome CPU profiles (.cpuprofile) and DevTools trace files (Trace-.json). Use when: profiling performance, investigating slow functions, comparing code paths, finding bottlenecks, analyzing timeToRequest, understanding call trees from sampling profiler data, analyzing layout/paint/rendering, investigating…
insight-error-page
Write or audit an insight-kind error page for the Next.js dev overlay. Use when creating a new errors/ .mdx page, auditing an existing one, or checking that a page matches the framework fix cards. Covers page structure, title alignment, FixCard cards with Copy prompt button, code snippets, terminology verification…