Getting it into your agent
It runs from inside its repository, so the clone comes first — what it calls does not travel with the file alone.
git clone --depth 1 https://github.com/deciqAI/knowledge-skillsnpx agentmods add skills/deciqai/knowledge-skills/freight-lane-pricing-decisionWrote 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/deciqai/knowledge-skills/freight-lane-pricing-decision)<a href="https://agentmods.dev/skills/deciqai/knowledge-skills/freight-lane-pricing-decision"><img src="https://agentmods.dev/badge/skills/deciqai/knowledge-skills/freight-lane-pricing-decision/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/deciqai/knowledge-skills/freight-lane-pricing-decision"><img src="https://agentmods.dev/badge/skills/deciqai/knowledge-skills/freight-lane-pricing-decision.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 | $0.00087 | $0.00685 |
| Opus 5 | $0.00044 | $0.00342 |
| Sonnet 5 | $0.00017 | $0.00137 |
| Haiku 4.5 | $0.00009 | $0.00068 |
Grade A, and why
freight-lane-pricing-decision 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 8d 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 — 45 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Freight Broker — Lane Pricing & Load Decision
Industry front door for decision-tree. Adds domain triggers, example, packs. Parent Process unchanged. Guidance, not professional advice. No legal, tax, financial or regulatory advice; verify anything jurisdiction- or rate-dependent against current authority. The professional who acts owns the decision.
Activate when: quoting a shipper; deciding whether to accept a carrier's rate; spot vs contract; a tight-margin load; reposition/deadhead trade-offs. Do NOT activate when: a locked contract rate applies.
Why this variant
The parent decision-tree maps branching choices with payoffs and probabilities. A load quote is a decision tree: quote high (higher margin, lower win) vs low (win, thin margin) vs pass — against carrier cost, market rate, and relationship value.
Domain inputs → the tree
- Branch on: market lane rate (DAT/Truckstop benchmarks), carrier cost to cover, shipper relationship value, reposition/deadhead, timing/urgency.
- Roll back expected value: margin × win-probability, plus relationship option value for key shippers.
- Decide accept / counter / pass; protect against covering below carrier cost.
Worked example
Shipper offers $1,800; market ~$2,100; a carrier will haul for $1,650. → Tree: covering at $1,650 nets $150 — thin but the shipper is a top-5 account (relationship value). Counter to $1,950 first; if declined, take it to hold the account; pass only if no carrier covers profitably.
Packs
- Solo broker: quick margin × win-rate card per lane.
- Brokerage: benchmark-fed pricing rules; minimum-margin floors.
Red flags
- Quoting off gut, not the market benchmark.
- Covering below carrier cost to "win."
- Ignoring reposition/deadhead in true cost.
Verification
- Market benchmark pulled for the lane
- Carrier cost-to-cover known
- Margin × win-probability compared across accept/counter/pass
- Relationship/option value weighed for key accounts
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.
- 8d ago First seen · 45 lines · 87 tokens per session scan A c4c95d9f61fc
freight-lane-pricing-decision is a skill published in the GitHub repository deciqAI/knowledge-skills (10 stars, last pushed 10d ago), licensed MIT. It adds 87 tokens to every session and 685 once invoked, about $0.0004 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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