Jedify agent skills for Claude Code, Cursor and RevampKey

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

Download RevampKey, free I have it: connect Jedify

Connect Jedify once and all 4 skills install themselves and stay up to date. Mac, Windows and Linux.

All 4 Jedify skills

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

Start hereAsks before writing15 Jedify tools

Use Jedify with your AI agent

A practical guide to connecting your AI agent to Jedify, choosing the right tool for each request, and keeping workspace and role limits in view. It asks before any change that writes, shares or stops work.

Use it when

You have just connected Jedify and want to know what your agent can do
Your agent is unsure which Jedify tool to use for a request
You want to keep answers scoped to the right workspace

Tools it uses

list_agents
search_semantic_layer
get_semantic_layer_entities
ask_a_single_question
ask_a_research_question
ask_questions
ask_an_agent
get_questions_data
contextualize
run_sql_query
data_collection_strategy
create_share_link
check_question_status
wait_for_completion
stop_question

Example

Connect to Jedify and tell me which workspace I'm working in, then find our churn data.

You are working in the Acme Sales workspace, with an Asker role that allows questions and reads. I searched the semantic layer for churn and found two entities: Customer Churn (monthly) and Churn Reasons. I have started a single question for last quarter's monthly churn and will check its status before quoting figures.

Use in RevampKeyRead the full skill →

Asks before writing14 Jedify tools

Answer business questions with Jedify, with AI

Turns a plain-language business question into a Jedify answer by finding the right semantic definitions, choosing the right kind of question, checking results and reporting them with their caveats. It only reads data and never changes your semantic layer.

Use it when

A stakeholder asks how many active accounts there were last week
You need to know whether churn rose after a pricing change
A figure looks off and you want the definition and period behind it checked

Tools it uses

search_semantic_layer
get_semantic_layer_entities
list_agents
run_sql_query
ask_a_single_question
ask_questions
ask_a_research_question
ask_an_agent
wait_for_completion
check_question_status
stop_question
get_questions_data
contextualize
create_share_link

Example

How many trial customers converted to paid in the last 30 days, and how does that compare with the 30 days before?

Trial-to-paid conversion over the last 30 days is 18.4%, 412 of 2,239 trials, up from 15.9% in the prior 30 days. The conversion definition counts a paid start date within 30 days of trial start, and it excludes internal test accounts. Trials that started in the last 14 days are still open, so the recent rate may rise slightly.

Use in RevampKeyRead the full skill →

Asks before writing9 Jedify tools

Plan data collection for a research or sales question with AI

Clarifies the decision your data must support, maps it to Jedify's semantic layer, and sorts each requirement into answerable now, proxy, needs definition or needs new collection. It asks before saving or sharing anything.

Use it when

You are planning a customer survey and want to know if Jedify can support the sample you need.
Leadership wants a campaign measured and you need to know which data is missing.
You need a stakeholder brief on what data a churn decision would require before anyone runs analysis.

Tools it uses

search_semantic_layer
get_semantic_layer_entities
list_agents
ask_a_single_question
check_question_status
wait_for_completion
run_sql_query
create_share_link
data_collection_strategy

Example

We need to decide whether to fund a retention offer for accounts under 20 seats. What data would we need, and do we already have it in Jedify?

The decision is funding a retention offer for small accounts, and it changes if more than a third of trial accounts never invite a colleague. Three requirements are answerable now from existing entities, one needs a proxy for activation, and two need new collection. The strongest claim the current data supports is a directional read on seat growth, not a churn rate.

Use in RevampKeyRead the full skill →

Read-only6 Jedify tools

Review semantic layer changes before they land

Checks a proposed change to a Jedify metric, entity or agent against its dependents and the current numbers, then asks for your explicit approval before anything is written.

Use it when

Renaming or redefining a metric that several teams report against
Adding a filter that might silently change historical figures
Retiring an entity that an agent may still reference

Tools it uses

search_semantic_layer
get_semantic_layer_entities
list_agents
get_questions_data
run_sql_query
ask_a_single_question

Example

Before I change the revenue metric to exclude test accounts, show me what else depends on it and how the number moves.

I found the revenue metric is used by two entities and one agent. Over last quarter, excluding test accounts moves revenue down by a small amount, so this looks like a filter edge rather than a different metric. I have not changed anything yet. Reply yes to apply this exact change, or tell me to add a new metric instead.

Use in RevampKeyRead the full skill →

Get all 4 without copying a file

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

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How Jedify skills work

Connect Jedify
The Jedify MCP server gives the agent its tools.
Ask in plain words
“How many trial customers converted to paid in the last 30 days, and how does that compare with the 30 days before?” 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 Jedify skills

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

About 1 minute · nothing to copy

Download RevampKey for Mac, Windows or Linux and sign in.
Open Connectors and connect Jedify. All 4 skills come with it and stay up to date; they go away when you remove the connector.
Ask in plain language, for example “How many trial customers converted to paid in the last 30 days, and how does that compare with the 30 days before?”
Download RevampKeyConnect Jedify · 1 click
Get RevampKey to connect Jedify
RevampKey is a free desktop app for Mac, Windows and Linux. Install it, sign in, and Jedify is one click away with its skills already attached.
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Not now? Use the skills in your current tool
for s in essentials analyst-question-answering data-collection-planning semantic-layer-change-review; do curl -fsSL --create-dirs -o .claude/skills/jedify-$s/SKILL.md https://revampkey.com/marketplace/jedify/skills/$s/SKILL.md done
Other tools

Into this project’s .claude/skills folder

Connect the Jedify MCP server in Claude Code.

Run this in your project folder to add all 4 skills:

for s in essentials analyst-question-answering data-collection-planning semantic-layer-change-review; do
  curl -fsSL --create-dirs -o .claude/skills/jedify-$s/SKILL.md https://revampkey.com/marketplace/jedify/skills/$s/SKILL.md
done

Ask in plain language, for example “How many trial customers converted to paid in the last 30 days, and how does that compare with the 30 days before?”

Into the shared .agents/skills folder

Connect the Jedify MCP server in Cursor.

Run this in your project folder to add all 4 skills:

for s in essentials analyst-question-answering data-collection-planning semantic-layer-change-review; do
  curl -fsSL --create-dirs -o .agents/skills/jedify-$s/SKILL.md https://revampkey.com/marketplace/jedify/skills/$s/SKILL.md
done

Ask in plain language, for example “How many trial customers converted to paid in the last 30 days, and how does that compare with the 30 days before?”

Into the shared .agents/skills folder

Connect the Jedify MCP server in Codex.

Run this in your project folder to add all 4 skills:

for s in essentials analyst-question-answering data-collection-planning semantic-layer-change-review; do
  curl -fsSL --create-dirs -o .agents/skills/jedify-$s/SKILL.md https://revampkey.com/marketplace/jedify/skills/$s/SKILL.md
done

Ask in plain language, for example “How many trial customers converted to paid in the last 30 days, and how does that compare with the 30 days before?”

Into the shared .agents/skills folder

Connect the Jedify MCP server in VS Code.

Run this in your project folder to add all 4 skills:

for s in essentials analyst-question-answering data-collection-planning semantic-layer-change-review; do
  curl -fsSL --create-dirs -o .agents/skills/jedify-$s/SKILL.md https://revampkey.com/marketplace/jedify/skills/$s/SKILL.md
done

Ask in plain language, for example “How many trial customers converted to paid in the last 30 days, and how does that compare with the 30 days before?”

RevampKey or copy the files?

In RevampKey

One click when you connect Jedify
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 Jedify MCP server yourself
Works in Claude Code, Cursor, Codex and VS Code

See the command

Jedify skills FAQ

What is a Jedify agent skill?

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

Do the Jedify skills change anything on their own?

1 of the 4 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 Jedify.

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 Jedify; elsewhere you copy the folders into your project or skills directory.

Do I need the Jedify MCP server too?

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

Jedify MCP server setup · This page as Markdown

Put Jedify’s best workflows in your agent

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

Download RevampKey Connect Jedify · 1 click

All 4 Jedify skills

Use Jedify with your AI agent

Use it when

Tools it uses

Answer business questions with Jedify, with AI

Use it when

Tools it uses

Plan data collection for a research or sales question with AI

Use it when

Tools it uses

Review semantic layer changes before they land

Use it when

Tools it uses

Get all 4 without copying a file

How Jedify skills work

How to install Jedify skills

RevampKey or copy the files?

In RevampKey

Copy into your project

Jedify skills FAQ

Put Jedify’s best workflows in your agent

Skills for related tools