GitNova

GitHub seismograph — discoveries and growing interest

tigerless-labs/agent-memory

AI agentsPython#agent-memory#ai-agents#claude-code#codex#llm
Total stars
4,372
Today
+1since 00:11 UTC
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Long-term memory runtime for AI agents — plain Markdown as the source of truth, local ranked retrieval, and an independent sleep-time Manage layer. Claude Code and Codex share one store. No API key.

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About the project

Local long-term memory runtime for AI agents: Markdown files as the source of truth, ranked retrieval over a SQLite index, and sleep-time consolidation. One shared store for Claude Code and Codex, no API keys.

Useful for
  • Attach a shared memory store to Claude Code and Codex CLI
  • Find past decisions via mem recall and open the right file at the needed depth
  • Run sleep-time memory consolidation with deletion proposals to confirm

README summarized by DeepSeek V4.1 Flash. Details may be inaccurate. Read the original README →

1.2 Cooling Magnitude out of 10 — how fast interest is growing, not a quality score.

Star growth looks organic. Data as of October 29, 2026, 02:21 UTC.

The star-growth assessment does not verify whether the project is safe to run.

Stars per day

0200400September 1, 2026October 29, 2026

Bars show stars per UTC day; the line is a moving average of available history. Gaps mean missing data, not zero growth. Today's bar is incomplete. Red marks spike days.

Why it’s trending

  • Star-counter measurements on 2026-10-29 (UTC), 00:11–02:18: 4371 → 4372 stars (+1). This is the change over that interval.
  • Estimated end-of-day forecast: about +6 stars, using observed gains and the previous day.
  • The repository is 58 days old and already has 4,372 stars.
  • Recent forks include notable developers: @strategist922 (911 followers).

Measured growth: the last 7 completed days

New stars over 7 days: 329. -62% versus the preceding 7 days.

Daily measurements · UTC
October 22, 2026
143
October 23, 2026
153
October 24, 2026
8
October 25, 2026
10
October 26, 2026
3
October 27, 2026
7
October 28, 2026
5

Largest measured day in the last 30 days: 385 · October 8, 2026. Days with data: 30.

Completed days come from GitHub star history; today and forecasts are excluded from this comparison. History checked: October 29, 2026, 02:21 UTC. Sources and measurement limits →

Three GitHub discoveries in each edition

What they do, why they are gaining interest, and what to check before using them.

Editions at 10:00, 16:00, 22:00 MSK.

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Numbers

Total stars
4,372
Today
+1 star measured 2026-10-29, 00:11–02:18 UTC, ≈ 6 by evening
Forks
199
Issues and pull requests
117
Watchers
96
Language
Python
License
MIT
Created
September 1, 2026
Last push
October 27, 2026

Star trust

Growth looks organic: forks and discussion are in line with active projects, and stars arrive unevenly, the way people give them.

These are heuristics, not a verdict: we judge by the repository’s behavior, not by a list of stargazers.

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