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Agent Memory · plain Markdown · zero-dependency

Agent Memory Kit — Give Your AI Agent a Memory That Learns Who You Are

Your agent forgets you every session. Most "agent memory" is an opaque vector blob you can't read, locked to one vendor, that only stores — never improves. This is the opposite: a folder of Markdown your agent reads, you can edit, git tracks, and a tiny script keeps clean. It learns from your corrections.

Instant download · no DB, no server, no subscription · Python stdlib + a folder

Human-readable Git-trackable Works offline Portable across agents
Agent Memory Kit cover

The problem

Storing isn't remembering

A vector store can find a chunk. It can't tell you what changed, why, or learn that you hate being told the same wrong thing twice.

▌ Typical "agent memory"

  • An opaque blob — you can't open it and read what it knows
  • Locked to one vendor's API and hosting
  • It stores, then stays the same forever
  • No provenance — no idea where a "fact" came from
  • A monthly bill for a database you don't control

▌ Agent Memory Kit

  • Plain Markdown — open it, read it, edit it, diff it
  • A folder you own; works with any agent
  • Learns from your corrections, gets sharper over time
  • Every note is provenance-tagged — you know the source
  • Free. Python standard library. Runs offline.

What it does

Four moves, distilled from a real working system

The transferable core of the author's own self-improving memory system — the same loop, packaged to drop into yours.

01 · CAPTURE

Save what matters

Durable facts and corrections become provenance-tagged notes — not a blob, readable lines you can trust.

02 · RECALL

Check memory first

Your agent reads memory before a task. Recall ranks notes by keyword and surfaces the [[wikilinks]] they contain.

03 · CURATE

Stay sharp, never lose

Weekly cleanup flags exact-duplicate notes and archives thin agent-written ones. It never deletes — it archives, recoverable.

04 · PROFILE

Know who you are

A 15-question quiz becomes a finished CLAUDE.md — how you work, and what you never want to see again.

The maturity ladder

Start where you are. Climb when you're ready.

Most people stop at a static profile file. Levels 2–5 are where memory actually compounds.

L1Paste a profile. A CLAUDE.md that knows who you are. Five minutes.
L2Capture. Start saving durable facts and corrections as notes.
L3Recall. Your agent checks memory before every task.
L4Curate. Weekly cleanup keeps memory dense and honest.
L5Self-improving loop. Memory that gets better from every correction.

The moat: a static CLAUDE.md is table stakes. Levels 2–5 are the part nobody else walks you up — and the kit takes you rung by rung.

What's in the box

Everything you need to run all five levels

The honest comparison

Where this wins — and where it doesn't

We researched mem0, Letta (MemGPT), Zep, vector RAG, and Claude's native memory. We'd rather tell you the truth than oversell.

Capability
Agent Memory Kit
Zero-dependency, local, offline
✓ wins
Human-readable + git-trackable
✓ wins
Self-improving from corrections
✓ wins
Provenance + archive-never-delete
✓ wins
Portable across agents · free
✓ wins
Million-scale vector search
use a vector DB
Hosted compliance certifications
use a hosted service

Honest: if you need billion-row search or SOC2-on-someone-else's-server, buy that. For one person who wants memory they own, can read, and that gets smarter — this wins.

⚠ Requirements — please read before buying

  • An AI coding agent (Claude Code, Codex, Cursor, etc.)
  • macOS or Linux — Windows works via WSL
  • Python 3.8+ (already installed on Mac/Linux)
  • No API keys for the core; Obsidian / Graphify are optional power-ups

Stop re-explaining yourself

Give your agent a memory it actually keeps

A folder of Markdown — capture, recall, curate — that knows who you are. No database. No server. No subscription.

Instant download · 30-day Gumroad refund policy applies

Setting up Claude Code from scratch? Start with the Claude Code Setup Playbook — $29.

See all my Claude Code tools → expressive446.gumroad.com