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Marketplace Liquidity

Community
cnfeat
marketplace-liquidity

Help users build and manage marketplace liquidity. Use when someone is working on a marketplace business, struggling with supply/demand balance, trying to improve match rates, or asking how to reach critical mass in a two-sided market.

Overview

Publishercnfeat
Repositorytop-pm-skills
Skill namemarketplace-liquidity
Stars
55
Forks
6
Bundled files
1
LicenseMIT
Links
  • Markdown instructions

    A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.

  • Works with any LLM

    AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.

  • 1 bundled files

    Scripts, templates, and references the model can read while it works. Files are read-only and never executed.

  • Open source

    Published by cnfeat on GitHub. Read the source before you install it.

Installation

Install the Marketplace Liquidity AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

1

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

  1. Open the app and go to Plugins → Skills.
  2. Choose "Install from GitHub".
  3. Paste the skill folder URL below and confirm.
    https://github.com/cnfeat/top-pm-skills/tree/main/参考skill/lenny-skills-main%20(2)/lenny-skills-main/skills/marketplace-liquidity
  4. Enable the skill in any chat where you want it available.
Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.

Use it in TypingMind

Enable Marketplace Liquidity in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Marketplace Liquidity on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Marketplace Liquidity is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

  • Loaded only when it is needed

    The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.

  • Switch models mid-chat

    Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

Marketplace Liquidity Management

Help the user build and manage marketplace liquidity using frameworks from 4 product leaders.

How to Help

When the user asks for help with marketplace liquidity:

  1. Understand the marketplace type - Ask about their supply/demand dynamics, how fragmented the market is, and whether needs are uniform or heterogeneous
  2. Diagnose the constraint - Determine if they're supply-constrained, demand-constrained, or facing a matching problem
  3. Define liquidity metrics - Help them establish clear measures of marketplace reliability and fill rates
  4. Design interventions - Guide them on where to focus to improve liquidity (geographic focus, supply acquisition, demand generation, matching quality)

Core Principles

Liquidity is how marketplaces win

Benjamin Lauzier: "Liquidity is how marketplaces win. It's this measure of your ability to match buyers and sellers efficiently." Focus on the core metric of how reliably you can connect supply with demand. This is the foundational metric that determines marketplace success or failure.

Liquidity = reliability of the marketplace

Dan Hockenmaier: "How reliable is the marketplace? If the consumer is looking for something or supplier is looking to sell something, how often can they do that thing they're trying to do?" Define liquidity as fill rate - the percentage of times buyers find what they want and sellers find buyers. Make this your number one metric.

Marketplace management is whac-a-mole

Ramesh Johari: "Marketplaces are a little bit like a game of whac-a-mole... a lot of marketplace management is moving attention and inventory around." Expect constant rebalancing between supply and demand across different segments and geographies. Build systems to reallocate attention and inventory dynamically.

No supply without demand, no demand without supply

Tim Holley: "If you've got supply without demand, then you don't really have a marketplace. If you've got demand and no supply to meet it, then you also don't have a marketplace." Watch for the "graduation problem" where successful sellers leave the platform. Use data to guide supply toward areas of unmet demand.

Questions to Help Users

  • "How do you define liquidity for your marketplace? What's your fill rate?"
  • "Are you currently supply-constrained or demand-constrained? Does this vary by geography or category?"
  • "How fragmented are the needs in your marketplace - are they uniform or highly heterogeneous?"
  • "What happens when you add more supply? Does it immediately get absorbed by demand?"
  • "Are you seeing a 'graduation problem' where successful suppliers leave your platform?"

Common Mistakes to Flag

  • Growing both sides equally - Usually one side is the constraint. Focus resources on the bottleneck
  • Ignoring geographic/category fragmentation - National liquidity metrics can hide severe local imbalances
  • Not measuring fill rate - Without a clear liquidity metric, you can't manage toward it
  • Over-expanding before reaching local density - It's better to be highly liquid in one market than illiquid across many

Deep Dive

For all 4 insights from 4 guests, see references/guest-insights.md

Related Skills

  • Measuring Product-Market Fit
  • Designing Growth Loops
  • Pricing Strategy
  • Retention & Engagement

Bundled files

The model reads these on demand while the skill is loaded. They are exposed as readable files and are never executed.

Frequently asked questions

What does the Marketplace Liquidity AI skill do?

Help users build and manage marketplace liquidity. Use when someone is working on a marketplace business, struggling with supply/demand balance, trying to improve match rates, or asking how to reach critical mass in a two-sided market.

Why use Marketplace Liquidity on TypingMind?

Because you install it once and use it with any model. Marketplace Liquidity is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Marketplace Liquidity in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/cnfeat/top-pm-skills/tree/main/参考skill/lenny-skills-main%20(2)/lenny-skills-main/skills/marketplace-liquidity. TypingMind reads its SKILL.md and bundles its files and installs it as a skill you can enable per chat.

Which AI models can use Marketplace Liquidity?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Marketplace Liquidity?

As many as you like. As long as a model supports skills, you can use Marketplace Liquidity with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Marketplace Liquidity AI skill free?

Yes. It is published on GitHub by cnfeat under the MIT license. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

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