freight-lane-pricing-decision SKILL.md skillA
freight-lane-pricing-decision from deciqai/knowledge-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add deciqai/knowledge-skills/freight-lane-pricing-decision@git:20261025.cb4e537Pins git:20261025.cb4e537 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- deciqai/knowledge-skills
- Path
freight-lane-pricing-decision/SKILL.md- Versions recorded
- 5
- Latest version
- git:20261025.cb4e537, committed Oct 25, 2026
- First version recorded
- Jul 19, 2026
- Size
- 2,938 bytes
- Repository stars
- 13
- License
- MIT
Activate when: a freight broker must quote a lane and decide accept/counter/pass on a load or carrier rate; 'what should I quote', 'is this rate any good', margin vs win-probability on a lane. Do NOT activate when: a contracted rate already governs the lane (no decision). More: deciqai.com/s/freight-lane-pricing-decision.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Freight Broker — Lane Pricing & Load Decision > **Industry front door for [decision-tree](../decision-tree/SKILL.md).** 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](../decision-tree/SKILL.md) 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. …
Read the whole file at its exact version.
How to install
mdr add deciqai/knowledge-skills/freight-lane-pricing-decision@sha256:4a463a7393d0dd8eThe line at the top of this page pins the label git:20261025.cb4e537, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_jqbngim4plvyze5c)
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Versions
The registry has recorded 5 versions of this file, between Jul 19, 2026 and Oct 25, 2026, about one every 25 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261025.cb4e537 latest | 2026-10-25 | cb4e537 | 2,938 B | A | view · diff |
| git:20260902.2db68aa | 2026-09-02 | 2db68aa | 2,938 B | A | view · diff |
| git:20260816.5aeff61 | 2026-08-16 | 5aeff61 | 2,938 B | A | view · diff |
| git:20260816.be84677 | 2026-08-16 | be84677 | 2,730 B | A | view · diff |
| git:20260719.ed3f856 | 2026-07-19 | ed3f856 | 2,730 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (2938 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
deciqai/knowledge-skills · 13 stars · license MIT · pushed 2026-10-25 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_jqbngim4plvyze5c GET https://markdownregistry.com/api/v1/resolve?ref=deciqai/knowledge-skills/freight-lane-pricing-decision GET https://markdownregistry.com/api/v1/blob/4a463a7393d0dd8ee3cc0191a795b7bd368b9361809ef8db94b22c2babbb633c
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.