Ops & admin automation
Hand repeat admin (receipts, logs, notices, handoffs) to workflows your agent can trigger.
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Question
Stack 06
How do I switch AI assistants without losing my context?
Verified Oct 17, 2026 Review by Jan 15, 2027 3 sources
Short answer
Move the context, not just the account. Claude has a built-in memory import that pulls preferences and project details from another assistant. Beyond that, keep your durable context in files you own, such as instructions, style guides and SOPs in Markdown in GitHub or a notes vault, so any assistant can read them on day one.
What it is
Teams switch assistants for price, quality or vendor risk. The painful part isn’t the login; it’s re-teaching the new tool who you are and how you work.
How it works
- Use the import if there is one. In Claude, Settings > Memory > Start import gives you a prompt to run in your old assistant; you paste the answer back and review the extracted memories. Anthropic lists the import on Free, Pro, Max, Team and Enterprise plans (checked 2026-10-17).
- Export your history from the old tool for your records. In ChatGPT that’s Settings > Data controls > Export on personal plans; Business and Enterprise users ask their workspace owner (checked 2026-10-17).
- Promote the durable parts to files: a “how we write” guide, role instructions, product facts and SOPs. Store them in a GitHub repo or an Obsidian vault.
- Load those files into the new tool’s projects or custom instructions.
- Check a few known tasks to confirm the new assistant behaves as expected.
Benefits
- Faster switching, and less vendor lock-in next time.
- One source of truth that people and every AI tool can read.
Limits and risks
- Imports are summaries. Review each extracted memory; delete anything sensitive or wrong.
- Vendor-specific features don’t transfer, such as custom assistants and connectors. Rebuild them.
- Vendor risk cuts both ways. Judge any vendor’s stability on evidence, not a creator’s switch video.
Checked specs
Snapshot from official sources on Oct 17, 2026.
| Claude memory import (checked 2026-10-17) | Available on Free, Pro, Max, Team and Enterprise, on the web and Claude Desktop [1] |
| Where to start it | Settings > Memory > Start import (legacy memory: Settings > Capabilities) [1] |
| ChatGPT export | Settings > Data controls > Export on Free, Go, Plus and Pro; not self-service on Business or Enterprise; the link expires after 24 hours [3] |
Best-fit stacks
Agent compatibility
| Tool in this entry | How agents connect |
|---|---|
| Claude | Agent platform API/CLIBulk import |
| ChatGPT | Agent platform API/CLIBulk import |
| Obsidian | API/CLIBulk import |
| GitHub | MCPAPI/CLI |
Levels come from each tool's recorded, sourced compatibility. How the levels work.
Related entries
Sources
- Import and export your memory from Claude · Anthropicofficial accessed Oct 17, 2026
- Switch to Claude without starting over · Anthropicofficial accessed Oct 17, 2026
- How do I export my ChatGPT history and data? · OpenAIofficial accessed Oct 17, 2026
Practitioner views are restated in our words and labeled as views, not measured results. Product facts come from official sources dated above.
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