Agent skill

Flexport Performance Tuning

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

Tune Flexport integration latency and throughput from measured pagination, expansion, and concurrency evidence.

MITAuto-check passed

Install Flexport Performance Tuning

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

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

GitHub CLI
$ gh skill install jeremylongshore/tons-of-skills-marketplace flexport-performance-tuning --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-performance-tuning .claude/skills/flexport-performance-tuning && 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-performance-tuning
GitHub stars
2.8k
Token cost
~1.1k tokens
SKILL.md length
411 words
Files
2 (incl. references)
Skills in repo
3,342
Repo updated
First seen
Licence
MIT

At a glance

Tune Flexport integration latency and throughput from measured pagination, expansion, and concurrency evidence.

  • Works in 6 steps: Select one bottleneck → Use native pagination → Control expansions → …
  • MCP browsing needs scaling
  • SKILL.md covers Overview, Prerequisites, Instructions and Authentication, plus 5 more sections
  • Reaches api.flexport.com and mcp.flexport.com

What it does

Flexport Performance Tuning is an agent skill from jeremylongshore/tons-of-skills-marketplace. Tune Flexport integration latency and throughput from measured pagination, expansion, and concurrency evidence. Use when reads are slow, backlogs grow, or MCP browsing needs scaling. Trigger with: "speed up Flexport integration", "tune Flexport pagination", "scale shipment reads".

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 representative sanitized workloads, per-operation metrics, and rollback controls.

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

  • MCP browsing needs scaling
  • With: speed up Flexport integration
  • Tune Flexport pagination
  • Scale shipment reads

Example prompts

  • “speed up Flexport integration”
  • “tune Flexport pagination”
  • “scale shipment reads”
  • “/flexport-performance-tuning”

Requirements

  • Compatibility (from SKILL.md): Requires representative sanitized workloads, per-operation metrics, and rollback controls.
  • Pre-approved tools (allowed-tools): Read, Grep, Write, Edit

Workflow steps

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

  1. Select one bottleneck
  2. Use native pagination
  3. Control expansions
  4. Increase cautiously
  5. Protect mutations
  6. Reconcile the result

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:

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

    Also links to:

    • developers.flexport.com
    • apidocs.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 representative sanitized workloads, per-operation metrics, and rollback controls.

    From compatibility in the SKILL.md frontmatter.

Context cost

Flexport Performance Tuning 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 77 tokens; SKILL.md has 411 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~77
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). 411 words, ~1,068 tokens.

Download SKILL.mdSave it as .claude/skills/flexport-performance-tuning/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.
name
flexport-performance-tuning
description
Tune Flexport integration latency and throughput from measured pagination, expansion, and concurrency evidence. Use when reads are slow, backlogs grow, or MCP browsing needs scaling. Trigger with: "speed up Flexport integration", "tune Flexport pagination", "scale shipment reads".
allowed-tools
Read, Grep, Write, Edit
compatibility
Requires representative sanitized workloads, per-operation metrics, and rollback controls.
version
2.0.0
argument-hint
[operation-and-baseline]
model
inherit
effort
high
license
MIT
author
Jeremy Longshore <jeremy@intentsolutions.io>
tags
saas, flexport, performance, pagination

Measured Flexport Pagination and Concurrency

Overview

Performance tuning must preserve correctness, account boundaries, and provider stability. Change one pagination, expansion, cache, or concurrency control at a time and validate full reconciliation.

Prerequisites

  • Baseline latency, pages, payload size, errors, and business freshness
  • Documented pagination model for the selected REST endpoint or MCP tool
  • Bounded worker pool and reversible configuration

Instructions

Step 1: Select one bottleneck

Name the operation, surface, dataset window, and business objective. Exclude token acquisition from request concurrency by using a shared cache.

Step 2: Use native pagination

Follow REST response links where documented; for MCP browse_shipments, advance end_cursor while has_next_page is true and keep first within 1–100.

Step 3: Control expansions

Avoid expansion on freight-invoice index calls as recommended; fetch detail only for records that need it.

Step 4: Increase cautiously

Raise one page-size or worker limit for read-only work, measure latency/error/backlog effects, and stop on provider or correctness degradation.

Step 5: Protect mutations

Keep bookings and trade-record writes serialized by business key and outside bulk read tuning.

Step 6: Reconcile the result

Compare counts and terminal cursors/links over the same bounded window, then document the chosen control and rollback.

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 (169 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

A shipment-risk scanner tests MCP page sizes of 10 and 50 on the same approved window, verifies identical shipment identities and terminal cursor state, then adopts the faster setting with a bounded worker pool.

Error Handling

FailureResponse
Result counts differReject the tuning change and inspect cursor/link handling.
Latency improves but errors riseRoll back concurrency and reassess the bottleneck.
Index expansion dominates payloadRemove it and fetch selected details separately.
Mutation entered bulk poolDrain safely, reconcile outcomes, and restore per-key serialization.

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-performance-tuning of jeremylongshore/tons-of-skills-marketplace.

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

Open the folder on GitHubat commit cfae287

Compare with similar skills

Flexport Performance Tuning 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 Performance Tuning compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Flexport Performance Tuning this skilljeremylongshore/tons-of-skills-marketplace2.8k—~1.1kAutomated safety check: PassMIT
MCP Server Builderanthropics/skills180k63 repos~2.3kAutomated safety check: PassApache-2.0
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

Similar skills

  • MCP Server Builder

    anthropics/skills

    Official

    Guides the design and implementation of Model Context Protocol servers in TypeScript or Python, from tool naming and error messages to evaluation.

    180k GitHub starsUsed in 63 repos~2.3k tokens
    Agent WorkflowsAuto-check passed
  • MCP Server Builder

    shareAI-lab/learn-claude-code

    Walks through building MCP servers in Python or TypeScript that expose tools, resources and prompts to Claude, with templates, registration and testing.

    78k GitHub starsUsed in 4 repos~1.2k tokens
    Agent WorkflowsAuto-check passed
  • MCP Integration for Plugins

    anthropics/claude-plugins-official

    Official

    Explains how to bundle Model Context Protocol servers in a Claude Code plugin, covering config files, stdio, SSE, HTTP and WebSocket server types, and authentication.

    38k GitHub starsUsed in 11 repos~3.1k tokens
    Agent WorkflowsAuto-check passed
  • Required groundwork before any use_figma call: the rules and reference files for running JavaScript in a Figma file through the Plugin API without common failures.

    65k GitHub starsUsed in 4 repos~4.4k tokens
    Frontend & DesignAuto-check passed
  • Stitch to Remotion Walkthrough Videos

    google-labs-code/stitch-skills

    Official

    Builds walkthrough videos from Stitch design projects using Remotion, with transitions, zoom effects and text overlays on each screen.

    8.5k GitHub starsUsed in 6 repos~3.2k tokens
    Media & CreativeAuto-check: notes
  • MCP Development

    coollabsio/coolify

    A skill your agent uses for Laravel MCP development. An agent skill from coollabsio/coolify.

    63k GitHub starsUsed in 1 repo~949 tokens
    Frontend & DesignAuto-check passed

More from jeremylongshore/tons-of-skills-marketplace

All 3,342 skills in this repo
  • Performing Security Code Review

    jeremylongshore/tons-of-skills-marketplace

    Execute this skill enables AI assistant to conduct a security-focused code review using the security-agent plugin.

    2.8k GitHub starsUsed in 2 repos~1.3k tokens
    Auto-check: notes
  • Adapting Transfer Learning Models

    jeremylongshore/tons-of-skills-marketplace

    Build this skill automates the adaptation of pre-trained machine learning models using transfer learning techniques.

    2.8k GitHub stars~1.1k tokensUpdated today
    Auto-check passed
  • Agent Context Loader

    jeremylongshore/tons-of-skills-marketplace

    Execute proactive auto-loading: automatically detects and loads agents.md files.

    2.8k GitHub stars~1.1k tokensUpdated today
    Auto-check passed
  • Aggregating Performance Metrics

    jeremylongshore/tons-of-skills-marketplace

    Aggregate and centralize performance metrics from applications, systems, databases, caches, and services.

    2.8k GitHub stars~1.2k tokensUpdated today
    Auto-check passed
  • Analyzing Capacity Planning

    jeremylongshore/tons-of-skills-marketplace

    Execute this skill enables AI assistant to analyze capacity requirements and plan for future growth.

    2.8k GitHub stars~947 tokensUpdated today
    Auto-check passed
  • Analyzing Database Indexes

    jeremylongshore/tons-of-skills-marketplace

    Process use when you need to work with database indexing. An agent skill from jeremylongshore/tons-of-skills-marketplace.

    2.8k GitHub stars~2k tokensUpdated today
    Auto-check passed

Questions about Flexport Performance Tuning

What does Flexport Performance Tuning do?

Tune Flexport integration latency and throughput from measured pagination, expansion, and concurrency evidence. Flexport Performance Tuning is an agent skill from jeremylongshore/tons-of-skills-marketplace. Tune Flexport integration latency and throughput from measured pagination, expansion, and concurrency evidence.

When should I use Flexport Performance Tuning?

Flexport Performance Tuning fits situations like: MCP browsing needs scaling; with: speed up Flexport integration; tune Flexport pagination; scale shipment reads.

How do I install Flexport Performance Tuning in Claude Code?

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

How do I install Flexport Performance Tuning in Codex?

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

Can I use Flexport Performance Tuning 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-performance-tuning -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/flexport-performance-tuning, .gemini/skills/flexport-performance-tuning, .github/skills/flexport-performance-tuning and .opencode/skills/flexport-performance-tuning in your project.

What does Flexport Performance Tuning need to run?

SKILL.md names no scripts, command-line tools or credentials: Flexport Performance Tuning is instructions for the agent only. Its frontmatter pre-approves these tools: Read, Grep, Write, Edit. Compatibility (from SKILL.md): Requires representative sanitized workloads, per-operation metrics, and rollback controls..

Does Flexport Performance Tuning access the network?

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

Is Flexport Performance Tuning 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 Performance Tuning use?

Flexport Performance Tuning 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 Performance Tuning use?

About 1.1k tokens (SKILL.md is roughly 4.3k 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 230 tokens, read only when the agent opens those files.

What are the alternatives to Flexport Performance Tuning?

Skills that share tags, products or a category with Flexport Performance Tuning: 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 Performance Tuning?

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.