Marketplace Liquidity Management

Help users build and manage marketplace liquidity.

You say
Buy it · $59 Read it before you buy $59 Written by RefoundAI · unverified publisher
Context cost
1.3k tokensestimated from the bundle, loaded when it triggers
Bundle
2 files · 5.2 kBtext throughout, nothing executable
Licence
MITpaid listing
Last change
no release on file
Servers it uses
Noneruns standalone

What it does

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.

Installed, it changes the agent in these ways.

What this skill changes about the agent is not written down here yet. The listing was collected from its source, and the description is in its own SKILL.md.

Workflow

Runs a procedure end to end.

e-commerce

The skill itself

This is the whole product. A skill is instructions the model reads, so there is nothing behind the listing you cannot see first — the front matter loads with every session, and the body below it loads when the skill triggers.

SKILL.md3.6 kB · 58 lines
--- name: marketplace-liquidity description: 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. ---
6# Marketplace Liquidity Management
7
8Help the user build and manage marketplace liquidity using frameworks from 4 product leaders.
9
10## How to Help
11
12When the user asks for help with marketplace liquidity:
13
141. **Understand the marketplace type** - Ask about their supply/demand dynamics, how fragmented the market is, and whether needs are uniform or heterogeneous
152. **Diagnose the constraint** - Determine if they're supply-constrained, demand-constrained, or facing a matching problem
163. **Define liquidity metrics** - Help them establish clear measures of marketplace reliability and fill rates
174. **Design interventions** - Guide them on where to focus to improve liquidity (geographic focus, supply acquisition, demand generation, matching quality)
18
19## Core Principles
20
21### Liquidity is how marketplaces win
22Benjamin 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.
23
24### Liquidity = reliability of the marketplace
25Dan 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.
26
27### Marketplace management is whac-a-mole
28Ramesh 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.
29
30### No supply without demand, no demand without supply
31Tim 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.
32
33## Questions to Help Users
34
35- "How do you define liquidity for your marketplace? What's your fill rate?"
36- "Are you currently supply-constrained or demand-constrained? Does this vary by geography or category?"
37- "How fragmented are the needs in your marketplace - are they uniform or highly heterogeneous?"
38- "What happens when you add more supply? Does it immediately get absorbed by demand?"
39- "Are you seeing a 'graduation problem' where successful suppliers leave your platform?"
40
41## Common Mistakes to Flag
42
43- **Growing both sides equally** - Usually one side is the constraint. Focus resources on the bottleneck
44- **Ignoring geographic/category fragmentation** - National liquidity metrics can hide severe local imbalances
45- **Not measuring fill rate** - Without a clear liquidity metric, you can't manage toward it
46- **Over-expanding before reaching local density** - It's better to be highly liquid in one market than illiquid across many
47
48## Deep Dive
49
50For all 4 insights from 4 guests, see references/guest-insights.md
51
52## Related Skills
53
54- Measuring Product-Market Fit
55- Designing Growth Loops
56- Pricing Strategy
57- Retention & Engagement
58
In the file
SKILL.md551 words
Files2
LicenceMIT
Why you can read it

Nothing in a skill executes. The client loads the text and the model follows it, so a skill can be audited the way a runbook is — by reading it.

What it costs in context

Skills are not billed by the call. They are paid for in context: every token the instructions occupy is a token your code, your diff and your conversation cannot use. Here is what this one takes and when it takes it.

≈70
always loaded
The name and description, so the model knows the skill exists and when to reach for it.
1,230
on trigger
The instruction body and 1 supporting file, read only when the skill fires.
0.65%
of a 200k window
Ten skills this size would take about 7% of the window before you open a file.
050k100k150k200k context window

1.3k tokens, estimated from the bundle at four bytes to the token, held for the rest of the session once it triggers. Middling. Fine to keep on in a project where you use it weekly, worth unloading in one where you never do.

Servers bill, skills cost

A server charges by the month. A skill charges once per session, in context, and then keeps charging it for as long as the session lives.

Before and after

The same question, put to the same model twice: once as it comes, and once with these instructions loaded.

No worked example has been published for this skill yet.

Adoption
Installsnone yet
Ratingno reviews yet

The procedure it runs

The procedure has not been published here. It is in the skill’s own SKILL.md, which its author has not sent to the marketplace yet.

Prose, not code

These steps are written for a model to follow, not executed by a runtime. It can still be told to skip one, and it will say so when it does.

Servers it uses

None. This skill calls no MCP servers at all.

Everything it needs is in the instructions, so it works in a project with nothing connected — the model reads the file and changes how it works with what it can already reach.

It writes no files and reaches no network. All it changes is how the model reasons and writes.

What it asks for
Writes filesno
Network accessno

Read from the allowed-tools line of this skill’s own SKILL.md. A skill grants no permissions of its own — it can only ask for tools your client already has.

What it will not do

Every skill is narrow, and the useful ones say where they stop. These are the jobs this one is the wrong tool for.

What this skill is not for has not been published here. Nothing is implied by that: it is a section the author has not filled in.

What is in the bundle

2 files, 5.2 kB on disk. A bundle is text throughout: the instructions the model reads, plus the templates it fills in.

  • SKILL.md3.6 kB
  • references/guest-insights.md1.6 kB
What is not in it

No dependencies and nothing executable: a skill is text the agent reads, so the bundle is 2 files you can review in full before installing. The MIT licence covers the templates and examples as well as the instructions.

Install

Installing copies the bundle into your project. Nothing runs at install time — the files sit on disk until the model reads them.

$59 once
Marketplace Liquidity Management · MIT · RefoundAI
one-time
Price$59 once
LicenceMIT — the author’s, unchanged by this purchase
Paid throughStripe, once, on the card you add at the checkout
Keeps workingfor good — the files are yours once they are on disk
Updatesevery update its author ships, delivered through this account

You can read the whole bundle before paying — the SKILL.md above is the product, not a preview of it. What the money buys is the delivery: the folder packaged and handed to your machine by key, every update its author ships, and our support if it does not do what this listing says. The terms of use are MIT, set by the author and unchanged by buying it here.

Payment runs through Stripe, on a page like this one rather than a redirect. Once there is an account it joins the same mcprush invoice as everything else you run, so there is never a second card to enter.

Which clients pick it up on their own

A skill is a folder of text. A client with a skills folder reads it without being told; everywhere else the same text works, it is just handed to the model rather than found.

Claude Code.claude/skills/
Claude Desktop
ChatGPT
Cursor.cursor/skills/
VS Code.github/skills/
Codex CLI.agents/skills/
Gemini CLI.gemini/skills/
Grok.grok/skills/
Zed.agents/skills/
Windsurf.windsurf/skills/
Agent SDK.claude/skills/
HTTP / API
This release
Versionnot versioned
Publishedno release date on file
Price$59
Referencerefoundai/marketplace-liquidity-management

Versions

Its author publishes no version number, so there is nothing here to pin to: what you install is the folder as it stands today. Instructions change more often than APIs do — a skill can be rewritten entirely without anything it depends on moving.

v
  • No earlier releases have been published to the marketplace.
Pinning

Nothing to pin to: this skill carries no version number of its own. What you install is what the folder holds on the day you install it.

Reviews

no reviews yet · no installs yet

Nobody has reviewed this skill yet. The rating is the mean of the reviews written here, so there is none until somebody writes the first.

Who can post

Only accounts that have had the skill installed for fourteen days, so a review is written after living with it rather than after reading it. Publishers may reply once.

Who wrote it

RE
RefoundAI

Publishes on mcprush.

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