Ross ROSS = Recommend OSS · open-source software intelligence for agents

VictorTaelin/OptMem

Permanent memory for AI agents. A 426-token prompt, a script, plug and play. observed · 2026-08-28

github.com/VictorTaelin/OptMem · Python observed · 2026-08-28

Health v2 · maintenance only

55/100

  • Activity 95
  • Release rhythm 35
  • Longevity 2

Flags: no_releases young no_license

How is this computed?

round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-03. Adoption (stars, forks) is never an input.

  • gap_med: n/a
  • age_days: 39
  • days_rel: n/a
  • days_push: 34
  • n_releases_24m: 0

Full methodology

Adoption not part of the score

1471 stars · 96 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

OptMem is a dependency-free Python CLI that gives AI coding agents permanent, file-based memory via a small prompt block pasted into AGENTS.md/CLAUDE.md. It stores one-line memories in an append-only log with a rebuildable summary tree, exposed through commands like wake, note, recall, and nap.

Use cases

  • give my AI agent persistent memory across sessions
  • remember decisions and facts between Claude Code sessions
  • store what my coding agent learns so it survives compaction
  • search all past agent memories with regex
  • keep agent memory in a git-synced folder
  • let an agent recall user preferences and past tasks

When to choose

  • you use an agent that reads AGENTS.md or CLAUDE.md and want zero-dependency persistent memory
  • you want memory that survives model, vendor, or session changes
  • you prefer simple file-based storage over a vector database
  • you want full control and portability of the memory files

When to avoid

  • you need semantic similarity search rather than exact regex recall
  • you need multi-user or server-side shared memory
  • you want automatic background memory consolidation
  • you require a maintained, licensed dependency for production use

Facets

cli-tool · maturity active

agent-framework cli developer-tools prompt-engineering developer-tools cli python cross-platform ai-agent-memory persistent-memory llm-agents memory-management plug-and-play no-dependencies ai-agents command-line linux macos

1 source

Member repositories

RepositoryRoleHealth v2
VictorTaelin/OptMemmain55

For agents

markdown · JSON · MCP: product_card(name="VictorTaelin/OptMem")

Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem