ingest

Ingest text, files, folders, and binary documents into Neuralscape persistent memory.

5|1|Updated Feb 10, 2026
One-click install
npx skills add https://github.com/ehfazrezwan/neuralscape --skill ingest-ehfazrezwan
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: ingest
Source: https://github.com/ehfazrezwan/neuralscape/tree/main/neuralscape-plugin/skills/ingest
Command: npx skills add https://github.com/ehfazrezwan/neuralscape --skill ingest-ehfazrezwan

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill eliminates the manual effort of adding long-form content like project documentation, pasted context, and files to your AI's persistent memory, so you never have to re-share the same information across sessions.

Core Features & Use Cases

  • Multi-format Input Support: Accepts pasted text, individual files, folders, zips, PDFs, and MS Office documents (docx/xlsx/pptx) for ingestion.
  • Dual Memory Storage: Chunks content into verbatim passages and distilled graph facts to maximize recall accuracy for future queries.
  • Cross-Platform Compatibility: Works seamlessly in both Claude Code and Claude Cowork environments, with fallback options for unsupported file upload scenarios.
  • Use Case: Ingest your entire project's technical documentation folder so your AI coding assistant can automatically reference architecture specs and coding conventions in future tasks.

Quick Start

Use the ingest skill to add the contents of your project's 'docs' folder to Neuralscape memory so your AI assistant can reference it in future tasks.

Frequently Asked Questions about ingest

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

FAQPage Schema
How do I add project documentation to persistent AI memory for agent recall?

You can add project documentation to persistent AI memory by ingesting long-form content like pasted text, files, and folders into the Neuralscape system. This allows your AI assistant to automatically reference architecture specs and coding conventions in future tasks.

Can I ingest PDF and MS Office files directly into AI agent memory?

Yes, you can ingest PDF and MS Office files directly. The system handles server-side parsing for docx, xlsx, and pptx files, along with zips and folders, breaking the content down for accurate recall.

How does file ingestion work for AI persistent memory systems?

File ingestion works by chunking content into verbatim passages and distilled graph facts. This dual storage method maximizes recall accuracy when the AI agent queries the memory in future sessions.

Does persistent memory ingestion work in both Claude Code and Claude Cowork environments?

Yes, persistent memory ingestion works seamlessly in both Claude Code and Claude Cowork environments. It also provides fallback options for scenarios where direct file uploads are unsupported.

What is the best way to avoid re-sharing project context across AI sessions?

The best way to avoid re-sharing context is to ingest your entire project documentation folder into persistent memory. This stores the external knowledge with artifact provenance tracking, making it immediately available across all future sessions.

Are there limitations when uploading binary documents to AI persistent memory?

While the system supports binary documents like PDFs and MS Office files through server-side parsing, unsupported file upload scenarios may require fallback options to successfully ingest the content into persistent memory.