import-from-ai

Import and normalize ChatGPT, Claude, or Gemini exports into Runneth with conflict-aware review.

3|Updated Apr 11, 2026
One-click install
npx skills add https://github.com/Motion-Creative/runneth-apps --skill import-from-ai
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: import-from-ai
Source: https://github.com/Motion-Creative/runneth-apps/tree/main/import-from-ai
Command: npx skills add https://github.com/Motion-Creative/runneth-apps --skill import-from-ai

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Importing your context from another AI into Runneth is slow and risky because it requires reorganizing memory, resolving duplicates, and deciding what actually conflicts with what you already have saved.

Core Features & Use Cases

  • Provider-specific handoff prompts: Guides you through extracting your saved memories, instructions, projects, and preferences from ChatGPT, Claude, or Gemini.
  • Normalization, deduping, and truncation recovery: Parses the exported JSON/ZIP, validates against a canonical manifest schema, deduplicates by content hash, and triggers a continuation workflow when exports are truncated.
  • Inline triage with conflict-aware approval: Classifies each item as behavioral vs contextual, flags conflicts against your existing brain, renders a read-only HTML review, and waits for explicit chat approval (including category selection, ranges, skip, and raise candidates).
  • Safe writing with an explicit contract: Writes approved behavioral preferences into your profile so they load every session, writes contextual items into imports for INDEX-based retrieval, and only writes org/user.md raises when you explicitly request and confirm them.

Quick Start

Say to Runneth: Import my context from ChatGPT, then follow the handed-over ChatGPT extraction prompt, upload the resulting export, review the read-only HTML, and approve what you want saved by replying with the corresponding approval command (such as approve all).

Frequently Asked Questions about import-from-ai

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I import my saved memories and custom instructions from ChatGPT or Claude?

To import saved memories and custom instructions from ChatGPT or Claude, you extract the data using provider-specific handoff prompts, upload the exported JSON or ZIP file, and approve items through a read-only HTML review.

Can I transfer AI memory exports without creating duplicate context?

Yes, you can transfer AI memory exports without creating duplicate context because the process validates against a canonical manifest schema and deduplicates items by content hash before any data is written.

Does importing AI context overwrite my existing behavioral preferences?

Importing AI context does not overwrite existing behavioral preferences; the process flags conflicts against your existing data, renders a read-only HTML review, and waits for explicit chat approval before appending any data.

What happens if my provider export is truncated during the AI memory import?

If your provider export is truncated during the AI memory import, the system detects the truncation and automatically triggers a continuation workflow to ensure the entire export is parsed before proceeding to the review stage.

How are contextual items and behavioral preferences stored after importing AI memory?

After importing AI memory, approved behavioral preferences are written into your profile to load every session, while contextual items are stored under imports with INDEX updates to enable INDEX-based retrieval.

Do I need to manually resolve conflicts when transferring provider context?

You do not need to manually resolve conflicts when transferring provider context; the system classifies each item, flags conflicts against your existing data, and renders a read-only review for you to approve, skip, or raise candidates explicitly.