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Agent skill

Flexport Core Workflow A

by jeremylongshore in jeremylongshore/tons-of-skills-marketplace

Run Flexport MCP rate discovery through a human-approved booking decision.

MITAuto-check passed

Install Flexport Core Workflow A

skills CLI
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill flexport-core-workflow-a -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install jeremylongshore/tons-of-skills-marketplace flexport-core-workflow-a --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/.curated/flexport-core-workflow-a .claude/skills/flexport-core-workflow-a && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
flexport-core-workflow-a
GitHub stars
2.8k
Token cost
~1.1k tokens
SKILL.md length
423 words
Files
2 (incl. references)
Skills in repo
3,342
Repo updated
First seen
Licence
MIT

At a glance

Run Flexport MCP rate discovery through a human-approved booking decision.

  • Works in 6 steps: Normalize the lane → Search without commitment → Evaluate the candidate → …
  • Searching lanes
  • SKILL.md covers Overview, Prerequisites, Instructions and Authentication, plus 5 more sections
  • Reaches mcp.flexport.com and api.flexport.com

What it does

Flexport Core Workflow A is an agent skill from jeremylongshore/tons-of-skills-marketplace. Run Flexport MCP rate discovery through a human-approved booking decision. Use when searching lanes, evaluating full price, requesting a quote, or booking freight with an auditable approval boundary. Trigger with: "search Flexport rates", "book Flexport freight", "approve Flexport quote".

Its SKILL.md is about 1.1k tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files, including reference files (for example `references/official-docs.md`). Compatibility notes: Requires an authenticated Flexport MCP connection, account permission for selected tools, and an authorized freight approver.

It works with Model Context Protocol. The repository describes itself as: Model-agnostic agent-skills platform with a harness-free canonical layer, verified adapters, and the ccpi package manager. Explore at tonsofskills.com. The licence is MIT.

When your agent uses it

  • Searching lanes
  • Evaluating full price
  • Requesting a quote
  • Booking freight with an auditable approval boundary

Example prompts

  • “search Flexport rates”
  • “book Flexport freight”
  • “approve Flexport quote”
  • “/flexport-core-workflow-a”

Requirements

  • Compatibility (from SKILL.md): Requires an authenticated Flexport MCP connection, account permission for selected tools, and an authorized freight approver.
  • Pre-approved tools (allowed-tools): Read, Grep, Write, Edit

Workflow steps

6 steps, taken from the step headings in SKILL.md.

  1. Normalize the lane
  2. Search without commitment
  3. Evaluate the candidate
  4. Choose the branch
  5. Require human approval
  6. Book once and reconcile

What it can do on your machine

Read from SKILL.md and the folder at commit cfae287. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves these tools, so the agent can use them without asking each time:

    • Read
    • Grep
    • Write
    • Edit

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md (its code samples are yaml).

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    Hosts in commands or code, which the agent is likely to contact:

    • mcp.flexport.com
    • api.flexport.com

    Also links to:

    • apidocs.flexport.com
    • developers.flexport.com

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

  • Compatibility

    Requires an authenticated Flexport MCP connection, account permission for selected tools, and an authorized freight approver.

    From compatibility in the SKILL.md frontmatter.

Context cost

Flexport Core Workflow A loads about 1.1k tokens when it runs, and up to ~1.3k if it reads all its reference files. Until then it costs about 79 tokens; SKILL.md has 423 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~79
When it runs · the whole SKILL.md, loaded when a task matches
~1.1k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~1.3k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from jeremylongshore/tons-of-skills-marketplace at commit cfae287, republished under its MIT licence (© jeremylongshore). 423 words, ~1,106 tokens.

Download SKILL.mdSave it as .claude/skills/flexport-core-workflow-a/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.
name
flexport-core-workflow-a
description
Run Flexport MCP rate discovery through a human-approved booking decision. Use when searching lanes, evaluating full price, requesting a quote, or booking freight with an auditable approval boundary. Trigger with: "search Flexport rates", "book Flexport freight", "approve Flexport quote".
allowed-tools
Read, Grep, Write, Edit
compatibility
Requires an authenticated Flexport MCP connection, account permission for selected tools, and an authorized freight approver.
version
2.0.0
argument-hint
[lane-cargo-and-approval-policy]
model
inherit
effort
high
license
MIT
author
Jeremy Longshore <jeremy@intentsolutions.io>
tags
saas, flexport, booking, mcp

Approval-Gated Flexport Rate to Booking

Overview

Separate discovery from commitment. MCP rate tools can search, evaluate, request, and book; a booking must never be inferred from a search result or performed before a named approver accepts the final normalized terms.

Prerequisites

  • Validated origin, destination, cargo, dates, mode, and incoterm
  • Authenticated connection to https://mcp.flexport.com/mcp
  • Named approver, spend boundary, and duplicate-prevention store

Instructions

Step 1: Normalize the lane

Resolve addresses, company entities, ports, addresses, and commodity inputs with read-only network tools. Preserve opaque Flexport identifiers.

Step 2: Search without commitment

Call rates_search_instant_price with approved inputs and store the search/result identifiers plus a redacted input digest.

Step 3: Evaluate the candidate

Use rates_evaluate_total_price_from_instant_price_search for the selected result. Present currency, charge breakdown, timing, assumptions, and expiry exactly as returned.

Step 4: Choose the branch

If instant booking is unavailable, use rates_request_rate and reconcile the quote request. Do not substitute rates_book_without_rate unless that supplier flow was explicitly approved.

Step 5: Require human approval

Bind the approver, exact evaluated result, cargo digest, and approval expiry. Re-evaluate when any material input or provider term changes.

Step 6: Book once and reconcile

Persist an operation key before rates_instant_book; store the returned booking reference and reconcile ambiguous outcomes before any retry.

Authentication

REST calls authenticate with a cached OAuth 2.0 client-credentials Bearer token using audience https://api.flexport.com, or an explicitly accepted broad API key. Use distinct credentials per workload and never log credentials or tokens. MCP calls use the authenticated connection to https://mcp.flexport.com/mcp and remain subject to each tool's documented account permissions.

Show full SKILL.md (171 more words)Show less

Tool Discipline

Use Read and Grep for discovery and evidence. Use Write or Edit only for the approved artifact, code, configuration, test, or receipt described by this workflow; do not make an unapproved Flexport-side change.

Output

  • Scoped decision or implementation artifact
  • Redacted operation and validation receipt
  • Failure, rollback, and follow-up ownership record

Return a machine-reviewable receipt in this shape; adapt the operation values, but never place credentials or provider payloads in it:

yaml
surface: rest-v3
operation: shipment-read
decision: approved
outcome: verified
evidence:
  release_sha: recorded-out-of-band
  provider_reference: redacted
rollback_owner: logistics-platform

Examples

An operator searches an ocean lane, evaluates one returned rate, and receives a review card. Only after the logistics owner approves that exact result does the service make one booking call and record the returned reference.

Error Handling

FailureResponse
No instant rateCreate a quote request or stop; never fabricate a price.
Permission deniedRoute to an authorized role instead of escalating credentials.
Terms changed after approvalInvalidate approval and present a fresh evaluation.
Booking outcome ambiguousReconcile by known references before considering another mutation.

Resources

© jeremylongshore, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 1 other file (references) in skills/.curated/flexport-core-workflow-a of jeremylongshore/tons-of-skills-marketplace.

  • SKILL.md
  • references/official-docs.md

Open the folder on GitHubat commit cfae287

Compare with similar skills

Flexport Core Workflow A next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Flexport Core Workflow A compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Flexport Core Workflow A this skilljeremylongshore/tons-of-skills-marketplace2.8k—~1.1kAutomated safety check: PassMIT
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MCP Server BuildershareAI-lab/learn-claude-code78k4 repos~1.2kAutomated safety check: PassMIT
MCP Integration for Pluginsanthropics/claude-plugins-official38k11 repos~3.1kAutomated safety check: PassApache-2.0
Figma use_figma Plugin API Ruleswarpdotdev/warp65k4 repos~4.4kAutomated safety check: PassAGPL-3.0
Stitch to Remotion Walkthrough Videosgoogle-labs-code/stitch-skills8.5k6 repos~3.2kAutomated safety check: NotesApache-2.0

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Works with

Questions about Flexport Core Workflow A

What does Flexport Core Workflow A do?

Run Flexport MCP rate discovery through a human-approved booking decision. Flexport Core Workflow A is an agent skill from jeremylongshore/tons-of-skills-marketplace. Run Flexport MCP rate discovery through a human-approved booking decision.

When should I use Flexport Core Workflow A?

Flexport Core Workflow A fits situations like: searching lanes; evaluating full price; requesting a quote; booking freight with an auditable approval boundary.

How do I install Flexport Core Workflow A in Claude Code?

Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill flexport-core-workflow-a -a claude-code`. Or copy the skill folder (skills/.curated/flexport-core-workflow-a in jeremylongshore/tons-of-skills-marketplace) into .claude/skills/flexport-core-workflow-a in your project. Claude Code loads it when a task matches its description.

How do I install Flexport Core Workflow A in Codex?

Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill flexport-core-workflow-a -a codex`. Or copy the skill folder (skills/.curated/flexport-core-workflow-a in jeremylongshore/tons-of-skills-marketplace) into .agents/skills/flexport-core-workflow-a in your project. Codex loads it when a task matches its description.

Can I use Flexport Core Workflow A in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill flexport-core-workflow-a -a cursor` (or -a -a, -a or -a for the others). To copy it by hand, put the folder in .cursor/skills/flexport-core-workflow-a, .gemini/skills/flexport-core-workflow-a, .github/skills/flexport-core-workflow-a and .opencode/skills/flexport-core-workflow-a in your project.

What does Flexport Core Workflow A need to run?

SKILL.md names no scripts, command-line tools or credentials: Flexport Core Workflow A is instructions for the agent only. Its frontmatter pre-approves these tools: Read, Grep, Write, Edit. Compatibility (from SKILL.md): Requires an authenticated Flexport MCP connection, account permission for selected tools, and an authorized freight approver..

Does Flexport Core Workflow A access the network?

SKILL.md names 4 domains. In commands or code: mcp.flexport.com and api.flexport.com; the agent is likely to contact these when it follows the instructions. As links in the text: apidocs.flexport.com and developers.flexport.com. This is read from the text; nothing was executed.

Is Flexport Core Workflow A safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Flexport Core Workflow A use?

Flexport Core Workflow A is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Flexport Core Workflow A use?

About 1.1k tokens (SKILL.md is roughly 4.4k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 215 tokens, read only when the agent opens those files.

What are the alternatives to Flexport Core Workflow A?

Skills that share tags, products or a category with Flexport Core Workflow A: MCP Server Builder (anthropics/skills, 180k stars), MCP Server Builder (shareAI-lab/learn-claude-code, 78k stars), MCP Integration for Plugins (anthropics/claude-plugins-official, 38k stars) and Figma use_figma Plugin API Rules (warpdotdev/warp, 65k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Flexport Core Workflow A?

jeremylongshore (a GitHub user) maintains it in jeremylongshore/tons-of-skills-marketplace, which has 2,827 GitHub stars. The repository holds 3,342 skills in this directory. The repository was last updated on October 10, 2026.

Source: jeremylongshore/tons-of-skills-marketplace on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.