⚡ Built in one day. Running autonomously.

The AI that never forgets what you built yesterday.

A step-by-step guide to building an autonomous memory pipeline for OpenClaw. Local Llama. Zero API cost. Live in hours.

$39 — one-time, instant download

Get the Pipeline Guide → PDF + scripts included. Works on any Mac.

The Problem

Every new session, your AI forgets everything.

Context windows reset. Sessions end. What you built yesterday is gone. You spend the first 10 minutes of every conversation re-explaining who you are, what you're working on, and what you decided last week.

This isn't a Claude problem or a ChatGPT problem. It's a fundamental architecture problem. The AI is stateless. You need to give it a state machine.

The Solution

A self-writing brain that runs while you sleep.

The NAPTiON Brain Pipeline is a three-script autonomous memory system. Every 10 minutes, it extracts your conversations, classifies them with local Llama, and files them into a structured index any AI can read.

Phase 1 — Extract

brain-pipe.sh

Cursor-based extraction pulls only new messages from your session JSONL. Truncates to 300 chars/message. Caps buffer at 2KB. PID mutex prevents concurrent runs.

Phase 2 — Categorize

llama-categorize.sh

Sends buffer to local Llama 3.2 via Ollama. Native JSON mode. Smart retry loop with explicit correction feedback. Ruthless skip rules filter out noise.

Phase 3 — File & Notify

brain-filer.sh

Routes events into category files by project. Enforces an allowlist. Rebuilds the brain index. Sends Telegram notification. Auto-prunes at 500 lines.

What's Included

Everything you need. Nothing you don't.

The guide covers the complete build from scratch — every script, every edge case, every fix we shipped.

01

The Architecture Overview
How the three phases connect. Why launchd, not cron. How the cursor watermark eliminates duplicates.
02

Phase 1: brain-pipe.sh — Full Build
Session JSONL extraction, 300-char truncation, 2KB cap, PID file mutex, cursor implementation.
03

Phase 2: llama-categorize.sh — Full Build
Ollama setup, native JSON mode, smart retry with correction feedback, output normalization for all Llama response patterns.
04

Phase 3: brain-filer.sh — Full Build
Category routing, project allowlist enforcement, 500-line pruning, brain-index rebuild, Telegram notifications from keychain.
05

launchd Setup & Hardening
macOS daemon configuration, 10-minute scheduling, stdout/stderr logging, how to start/stop/debug.
06

Secret Hardening
Zero hardcoded credentials. Magic Vault pattern for macOS Keychain. Correct lookup syntax. Why this matters for autonomous systems.
07

Cross-Model Memory (The Payoff)
How Claude, Gemini, and any future model all read the same brain-index.md. Zero vendor lock-in. Local writes, any model reads.

Get It

Stop re-explaining yourself. Build the brain.

$39. One-time. Instant download. Every script included and explained.

Get the Pipeline Guide — $39 → PDF guide + all 3 scripts + launchd plist. Mac only (for now).

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The Autonomous Revenue Stack

Everything in this guide + 12 autonomous daemons: Stripe monitoring, wallet tracking, auto-outreach, SEO blog generation, self-healing loops, and more. $79 one-time.

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