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Self-hosted semantic memory for agents v1.0.0

Use this resource to keep persistent agent memory that can be searched by meaning

New

  • 421 downloads
  • 246 likes
  • 131 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install semantic-agent-memory

With no option, the skill goes to ~/.agents/skills/; add --agent claude-code (or codex, cursor…) to target an agent.

First time: connect the CLI with

npx --yes palatekit@latest login

The agent saves its worklogs, decisions and research to a self-hosted memory, then queries it by meaning rather than keyword. Embeddings are generated locally with multilingual-e5-base, and the core flow needs no external API key.

Mostly picked by

Updated November 2, 2026

Card for the “Self-hosted semantic memory for agents” skill

Details

Works in
Install guides
Generates with
Your agent's model
Licence
MIT

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What you get

  • SKILL.md : installation, prerequisites and MCP tools
  • SKILL.md : workflows (session worklog, recall, weighted search, tags)

Good fit for

  • Your agent loses track of a project between sessions
  • You want to find a past decision without knowing the exact words

Not for

    Tags

    • memory
    • agents
    • pgvector
    • mcp

    About

    You say

    “Save this session's worklog, then remind me why we chose Redis.”

    Card for the “Self-hosted semantic memory for agents” skill

    Skill published by sickn33 under the MIT license, delivered in its original version.

    Show more

    How to use it

    1. Install the skill in your agent's skills folder
    2. Ask your agent to keep persistent agent memory that can be searched by meaning
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE1.1 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • SKILL.md8 KB

    Origin and licence

    Listed unmodified

    Author
    sickn33
    Source
    github.com/sickn33/agentic-awesome-skills/tree/e9809578fd426a284af017c5db99f8eb6628e6ca/skills/mesh-memory
    Licence
    MIT

    Notice

    « mesh-memory » (sickn33, MIT) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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