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LeoYeAI / talewell

Plugin-first long-term memory for agent platforms — reference implementation of AMP (Agent Memory Protocol).

Why this job: says: long term memory, agent memory; topics: memory

What it does

  • Plain Markdown, real git history. One memory record = one file. Every write is a commit. Every fact is diff-able, rollback-able, and readable with cat.
  • Deterministic recall. Relevance × recency decay × importance, computed locally. No model call, no network, no API key required to search your own memory.
  • Provenance enforced. Content the user stated (owner) or you derived from it (agent) may be stored. Web pages, tool output, and other people (untrusted) are refused structurally — this is a security property, not a tuning knob.
  • Corrections that stick. Superseding a record retires the old value from recall and from prompt injection, while git keeps the history.
  • A link graph in plain files. Records reference each other with [[id]]; stable IDs and aliases make the corpus both navigable and greppable.

Get started

No single install command. Read the steps in the README (opens in new tab)

Maintenance
Active
Last commit 39 days ago
Stars
549
+1 this week
Licence
MIT
Allows business use
Downloads for
None listed
No release files
Latest version
v5.0.0
Released 39 days ago
Built with
JavaScript
82% of the code

Is it looked after?

Contributors
Not stated
Last 90 days
Issues
100% closed
0 still open
Pull requests
1 merged
0 waiting
Releases
13
13 in the last year
  • No contributing guide
  • No security policy
  • No code of conduct

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More: languages, topics and project record

Languages

  • JavaScript 82%
  • HTML 18%

Topics

  • ai-agent
  • llm
  • memory
  • memory-management
  • myclaw
  • openclaw
  • auto-dream

Project record

  • JobAgent memory
  • StatusListed
  • Commits40
  • Forks28
  • Watching8
  • Stars in 28 days+1
  • CreatedMar 28, 2026
  • First seen by usNov 7, 2026
  • CheckedNov 8, 2026

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