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skill CX Codex

memory-ingest — skill

Turns meeting transcripts, chat logs and pasted documents into structured Basic Memory notes. Useful when raw text needs to become entities and relations.

Install into Claude Code · Skills CLI (Vercel) All methods and platforms ↓
npx skills add basicmachines-co/basic-memory-skills --skill memory-ingest -a claude-code
Open on GitHub

What memory-ingest does

The skill walks unstructured text through a fixed sequence. It parses the format, date and participants, then pulls out entities: people, organizations, topics, action items. Each one gets searched in Basic Memory under several query variations — full name, last name, acronym. Matches are linked with [[wiki-link]]; anything new is proposed for creation.

Nothing is written before you see the list. The skill shows what already exists in memory and what it wants to add, with a line of context per entity, then waits for approval — all at once, one by one, or skip. The source text is kept verbatim, with categorized observations such as opportunity, decision or next_step sitting alongside it.

Web research on new entities is optional and can be skipped when the material already carries enough context. You need Basic Memory itself, with its search_notes and write_note tools — without it there is nothing to search and nowhere to write. Worth checking that the Basic Memory MCP server is connected before you install.

What it helps with

  • turn a meeting transcript into a note with participants and decisions
  • check memory for existing entities before creating duplicates
  • pull commitments and deadlines out of an email thread
  • keep a source document verbatim and attach observations to it
  • link a new topic to ones already in the graph

Example prompts for the agent

  • Process this meeting transcript and add it to Basic Memory
  • Go through this email thread — what entities and action items are in it?
  • Add this article to Basic Memory as a reference note

How to install memory-ingest

1Skills CLI (Vercel)

npx skills add basicmachines-co/basic-memory-skills --skill memory-ingest -a claude-code

2Manually: put the files in place

~/.claude/skills/memory-ingest/SKILL.md

Copy the whole skill folder; for one project use .claude/skills/memory-ingest/

Step by step, with commands for each platform: How to install skills in Claude Code: five ways

Questions about memory-ingest

How do I install memory-ingest in Claude?

Run npx skills add basicmachines-co/basic-memory-skills --skill memory-ingest -a claude-code. The skill lands at ~/.claude/skills/memory-ingest/SKILL.md.

What does memory-ingest do?

It extracts entities from raw text, cross-references them against Basic Memory, and creates notes with observations and relations once you approve. The original material is preserved verbatim.

What does the skill need to work?

Basic Memory with its search_notes and write_note tools. Without it the skill can neither look up existing entities nor write new notes.

Similar skills

All skills for Agent setup: memory, context, orchestration →

From the same set4

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