The same research. Again.
A teammate asks Claude a question you already explored in ChatGPT. Neither of you knows the other has done the work.
New: reuse Skills across your AI apps
Stop starting over
Stop starting over
with every AI
Your research, decisions, code, and ideas stay together, so any connected AI can pick up where the last one left off.
Free to start. No credit card. Your work stays yours.
Different tools. One continuous thread.INTERACTIVE EXAMPLE
PICK UP WHERE YOU LEFT OFF
Product launch
One launch. Every bit of thinking, together.
Where things stand Current state
Launching for independent consultants. Positioning is agreed. Pricing is the next open question.
Saved work
4Always the current version
The work stays connected,
even when the AI changes.
ClaudeA new session. Same work.
Found it. Here’s the current version, with your latest updates.
Current
Competitor landscapeSaved from ChatGPT · Updated in Claude
Your work, ready for the next step.
Try the flow
Built to fit the way you already work
ChatGPT
Claude
Grok Bot
Cursor
MCP-compatible tools
Connect through MCP. Setup and availability vary by AI app.
SOUND FAMILIAR?
Your best AI work is
buried in old chats.
The research and decisions are done,
but the next session or
the next teammate starts without them.
Another round of catching up.
Every handoff means finding links, copying notes, and explaining the decisions that brought you here.
Which version can we trust?
The research changed. The old file is still circulating. Someone’s next recommendation starts from yesterday’s thinking.
HOW IT WORKS
Save the work once.
Pick it up in your next chat.
You’ve already done the thinking.
Ligura makes sure you can
build on it.
“Keep this research for the launch.”
Competitor landscapeSaved to Product launch
01 / KEEP
Worth keeping? Just say so.
Save the useful output from your connected AI. A research table, a plan, a decision, a procedure you’ll repeat. Give it a home beyond the conversation.
That competitor research…
Competitor landscapeProduct launch · Version 3Current
02 / FIND
Find the work. Skip the hunt.
Ask for what you need, in your own words. Get the current version, with the decisions and context that belong with it.
◉
✳
New conversation. A head start.
✳
03 / REUSE
Keep going, with any AI.
Bring that work into your next session. Update the same artifact instead of starting from scratch or creating another lost copy.
NEW · REUSE HOW YOU WORK
Teach a procedure once.
Use it with any connected AI.
Some of your best AI work is a method: how you review a release, write a client brief, or check a contract. Save it as a Skill in Ligura, and Claude, ChatGPT, or another AI app connected through MCP can follow the same steps next time.
-
Save it
“Save the steps we just followed as a Ligura skill.”
-
Review it
New Skills arrive as Drafts. Read the instructions and files in Ligura, then mark it Current when it’s ready for reuse.
-
Use it in any connected app
“Use our release review skill for this.” The AI reads the current version and only the files it needs.
Skills use the open Agent Skills format, a SKILL.md file plus supporting text files, so you can also download one for apps that install skills locally. Ligura doesn’t run scripts inside a Skill. Your AI app follows the steps with its own tools and permissions.
AN EXAMPLE SKILL
Current
Release review
Check a release before tagging it: tasks, changelog, and notes.
1. Confirm every launch task is done.
2. Compare the changelog with merged work.
3. Draft notes from templates/notes.md.
- SKILL.md
- checklist.md
- templates/notes.md
Saved from Claude Used in
ChatGPT
FROM MY AI WORK TO OUR AI WORK
Your team already did the research.
Give the next person a
head start.
Someone researches the market in ChatGPT. A teammate refines the recommendation in Claude. Another prepares the client presentation.
With shared works in Ligura, each person can build on the same research, decisions, and context, even when they use different AI tools.
- Reuse the research instead of repeating it
- Carry decisions forward with every handoff
- Work from the current version, together
Start with your own work
Start free on your own. Shared works and team permissions are planned for Team.
AN EXAMPLE TEAM WORKFLOW
One shared client project
SARAH · CHATGPT
Research once. Save it for the team.
Sarah keeps the competitor research in their shared client work.
▤ Competitor landscape
JOHN · CLAUDE
Find it. Build on it.
John retrieves Sarah’s research, adds his analysis, and updates the recommendation.
◇ Updated recommendation
MAYA · CLIENT PRESENTATION
Move the deliverable forward.
Maya starts her presentation from the current recommendation and the decisions behind it.
The team’s work, carried forwardFREE TO START. ROOM TO GROW.
Make it a habit.
Upgrade when it matters.
Start with your own work, free.
Grow into Pro for more room, or
Team for shared work, as paid plans become available.
Free
START HEREFor your everyday AI work.
$0/ forever
Keep the good stuff. Come back to it.
Start free- 250 stored artifacts
- Unlimited works & MCP connections
- Save and retrieve from connected AI
- Work groups & search
- Recent version history
- Limited AI enrichment
No credit card needed
Pro
PLANNEDFor work you keep building on.
$9/ month
More space. The whole history.
Start with Free- Everything in Free
- Unlimited stored artifacts*
- Full version history
- Generous AI enrichment
- Unlimited works & MCP connections
Begin free. Upgrade when available.
Team
PLANNEDFor good work that goes further together.
$12/ person / month
One person’s research. Everyone’s head start.
Explore with Free- Everything in Pro
- Shared works
- Team permissions
- Full version history
- Generous AI enrichment
For teams, when you’re ready.
Pro and Team pricing is proposed. Paid plans are coming soon.
*Unlimited
artifacts are subject to fair-use and storage limits. Advanced audit
and admin are reserved for a higher plan.
A FEW GOOD QUESTIONS
Before you
make yourself at home.
Do I need a team to get started?
No. Start free with your own research, plans, and decisions. Keep, find, and reuse them across your connected AI sessions. Shared works and team permissions are part of the planned Team offering, for when you want colleagues to build on that work too.
Is Ligura another AI chatbot?
No. Keep using the AI tools you like. Ligura gives the useful work they produce a lasting home, so you can find it, update it, and reuse it in another session.
How is this different from AI memory?
AI memory helps a particular assistant remember things about you. Ligura keeps actual work products: research, plans, tables, files, and decisions. Those outputs have their own identity and history, independent of the conversation that created them.
Does Ligura save my entire conversation?
The idea is simple: keep the useful output, not everything that was said. Save the work you want to carry forward, without treating your whole conversation as the deliverable.
Can I keep AI skills in Ligura?
Yes. Ask a connected AI app to save a procedure as a Skill, using the open Agent Skills format: a SKILL.md file with optional supporting text files. Claude, ChatGPT, and other AI apps connected through MCP can then find that Skill and follow it in later sessions. You can review, edit, and download Skills in Ligura. Ligura stores Skills; it doesn’t run their scripts or install them in other apps.
Which AI tools can I connect?
Ligura connects through MCP, with setup guides for Claude, ChatGPT, Grok Bot, and other compatible clients. Availability and setup requirements depend on your AI app and plan. Your workspace will show the available setup options. Read the guides for Claude, ChatGPT, Grok Bot, and other apps.
Can I stay on the free plan?
Yes. Free is designed for ongoing use, with 250 stored artifacts, unlimited works and MCP connections, search, and recent version history. Pro is for people who need more storage and full history. You don’t need to upgrade to try the core workflow.
What happens when my work changes?
Update the same artifact as your thinking evolves. Work can be marked Draft, Current, Superseded, or Archived, so you and your connected AI can distinguish the version to use now from earlier thinking.
THE NEXT CONVERSATION IS JUST THE BEGINNING.
Keep the good work going.
Start with one project. Save something worth coming back to.
Make room for your work Start free. No credit card needed.