Jam agent skills for Claude Code, Cursor and RevampKey

3 ready-made playbooks that teach an AI agent how to do real Jam work: which tools to call, what to check first, and when to stop and ask you.

Download RevampKey, free I have it: connect Jam

Connect Jam once and all 3 skills install themselves and stay up to date. Mac, Windows and Linux.

All 3 Jam skills

Each skill is one job. You ask in plain words and the agent loads the skill that matches, then follows its steps.

Start hereRead-only4 Jam tools

Use the Jam connector well and safely

Teaches an agent how to read a Jam link, choose the right read tool, keep output small, and handle sign-in and permission problems. It only reads recordings and never records or changes them.

Use it when

A teammate pastes a Jam link and asks what happened in it
You need the console errors or failed requests from a bug recording
Someone asks what the reporter said in a video Jam

Tools it uses

getDetails
getUserEvents
getNetworkRequests
getConsoleLogs

Example

Here's a Jam from yesterday, https://jam.dev/c/abc123. What did the user click before the checkout failed?

I read the Jam's details first to confirm it is a video Jam recorded in your workspace. The user clicked Checkout twice, then the page moved to the payment step. I then pulled the failed network requests, filtered to 5xx, and found one POST that returned 502. I did not change the recording, and I could not confirm the cause from the request alone.

Use in RevampKeyRead the full skill →

Read-only4 Jam tools

Triage a Jam bug report with AI

Turns a Jam recording into a triaged bug report: what the reporter did, the console and network evidence around the failure, a severity label, reproduction steps and a clear decision on whether the report is actionable. It reads the recording and does not change the ticket.

Use it when

A support or QA teammate sends a Jam link and you need a ticket-ready summary.
A report arrives with a vague description and you need to know whether it has enough detail to act on.
You want to check the severity of a reported failure before assigning it.

Tools it uses

getDetails
getUserEvents
getConsoleLogs
getNetworkRequests

Example

Triage this bug report: https://jam.dev/c/abc123. Give me severity, reproduction steps and whether it is actionable.

Severity: high. The checkout button returns a 500 error on the payment step, and the console shows the same message 3 times, which points to one failure retried. Reproducible in the recording, in Chrome on macOS. The report is actionable: the steps are complete and the failure is visible at 00:42.

Use in RevampKeyRead the full skill →

Read-only4 Jam tools

Diagnose a frontend failure from a Jam with AI

Reads a Jam recording and lines up the user's clicks with failed requests and console errors in time order, to find the likely cause in the web app. It checks the status codes and payloads that matter and confirms what the user saw. It only reads the recording and never changes anything.

Use it when

A user recorded a bug and you need to know which request or error caused it
A save or submit button fails and the cause is not obvious from the report
You want a hypothesis about the code path before opening the codebase

Tools it uses

getDetails
getUserEvents
getNetworkRequests
getConsoleLogs

Example

Here is a Jam where checkout fails: https://jam.dev/c/abc123. Find which request fails and why.

The failure starts at 00:42, when the user clicks Place order. The client sends POST /api/orders with quantity as the string "2", and the server answers 422 with "quantity must be an integer". The console then logs an unhandled rejection in the checkout handler, and the spinner never stops. The video transcript says "it just spins", which matches. Hypothesis (medium-high confidence): the checkout form passes a string-typed quantity to the orders endpoint. Inspect the checkout submit handler and its payload construction.

Use in RevampKeyRead the full skill →

Get all 3 without copying a file

RevampKey adds the skills when you connect Jam, updates them for you and removes them when you disconnect.

Download RevampKey

How Jam skills work

Connect Jam
The Jam MCP server gives the agent its tools.
Ask in plain words
“Triage this bug report: https://jam.dev/c/abc123. Give me severity, reproduction steps and whether it is actionable.” Each SKILL.md says when it applies, so only the one that fits is loaded.
Approve any change
The agent calls the tools in order, checks its work, and shows you any change before it makes it.

How to install Jam skills

In RevampKey the skills install themselves when you connect Jam. In other tools each skill is one folder with a SKILL.md file, and you also need the Jam MCP server connected there.

About 1 minute · nothing to copy

Download RevampKey for Mac, Windows or Linux and sign in.
Open Connectors and connect Jam. All 3 skills come with it and stay up to date; they go away when you remove the connector.
Ask in plain language, for example “Triage this bug report: https://jam.dev/c/abc123. Give me severity, reproduction steps and whether it is actionable.”
Download RevampKeyConnect Jam · 1 click
Get RevampKey to connect Jam
RevampKey is a free desktop app for Mac, Windows and Linux. Install it, sign in, and Jam is one click away with its skills already attached.
Download RevampKey
Not now? Use the skills in your current tool
for s in essentials bug-report-triage frontend-failure-diagnosis; do curl -fsSL --create-dirs -o .claude/skills/jam-$s/SKILL.md https://revampkey.com/marketplace/jam/skills/$s/SKILL.md done
Other tools

Into this project’s .claude/skills folder

Connect the Jam MCP server in Claude Code.

Run this in your project folder to add all 3 skills:

for s in essentials bug-report-triage frontend-failure-diagnosis; do
  curl -fsSL --create-dirs -o .claude/skills/jam-$s/SKILL.md https://revampkey.com/marketplace/jam/skills/$s/SKILL.md
done

Ask in plain language, for example “Triage this bug report: https://jam.dev/c/abc123. Give me severity, reproduction steps and whether it is actionable.”

Into the shared .agents/skills folder

Connect the Jam MCP server in Cursor.

Run this in your project folder to add all 3 skills:

for s in essentials bug-report-triage frontend-failure-diagnosis; do
  curl -fsSL --create-dirs -o .agents/skills/jam-$s/SKILL.md https://revampkey.com/marketplace/jam/skills/$s/SKILL.md
done

Ask in plain language, for example “Triage this bug report: https://jam.dev/c/abc123. Give me severity, reproduction steps and whether it is actionable.”

Into the shared .agents/skills folder

Connect the Jam MCP server in Codex.

Run this in your project folder to add all 3 skills:

for s in essentials bug-report-triage frontend-failure-diagnosis; do
  curl -fsSL --create-dirs -o .agents/skills/jam-$s/SKILL.md https://revampkey.com/marketplace/jam/skills/$s/SKILL.md
done

Ask in plain language, for example “Triage this bug report: https://jam.dev/c/abc123. Give me severity, reproduction steps and whether it is actionable.”

Into the shared .agents/skills folder

Connect the Jam MCP server in VS Code.

Run this in your project folder to add all 3 skills:

for s in essentials bug-report-triage frontend-failure-diagnosis; do
  curl -fsSL --create-dirs -o .agents/skills/jam-$s/SKILL.md https://revampkey.com/marketplace/jam/skills/$s/SKILL.md
done

Ask in plain language, for example “Triage this bug report: https://jam.dev/c/abc123. Give me severity, reproduction steps and whether it is actionable.”

RevampKey or copy the files?

In RevampKey

One click when you connect Jam
Updated for you when a skill improves
Removed when you disconnect
The MCP server is set up for you
800+ other connectors, same way

Download free

Copy into your project

One command per project
Run it again to get updates
You connect the Jam MCP server yourself
Works in Claude Code, Cursor, Codex and VS Code

See the command

Jam skills FAQ

What is a Jam agent skill?

A SKILL.md file: a short playbook an AI agent loads when your request matches it. Each Jam skill describes one job, which Jam tools to use in which order, what to check first and when to stop and ask you.

Do the Jam skills change anything on their own?

3 of the 3 only read. The others tell the agent to show you the change and wait for a yes before it creates, edits or deletes anything in Jam.

Which tools can use these skills?

Any agent that reads the open Agent Skills format: Claude Code, Cursor, Codex, VS Code with Copilot and RevampKey. In RevampKey they are attached when you connect Jam; elsewhere you copy the folders into your project or skills directory.

Do I need the Jam MCP server too?

Yes. The skills tell the agent how to do the work; the Jam MCP server gives it the tools to do it. The Jam MCP setup guide covers every client.

Jam MCP server setup · This page as Markdown

Put Jam’s best workflows in your agent

Download RevampKey, connect Jam and ask your first question in about a minute.

Download RevampKey Connect Jam · 1 click

All 3 Jam skills

Use the Jam connector well and safely

Use it when

Tools it uses

Triage a Jam bug report with AI

Use it when

Tools it uses

Diagnose a frontend failure from a Jam with AI

Use it when

Tools it uses

Get all 3 without copying a file

How Jam skills work

How to install Jam skills

RevampKey or copy the files?

In RevampKey

Copy into your project

Jam skills FAQ

Put Jam’s best workflows in your agent

Skills for related tools