Release 1.0.0rc3 - Pure SQLite & LLM-Only Memory Engine

Release 1.0.0rc3 - Pure SQLite & LLM-Only Memory Engine

Experienced LLMs is a self-learning heuristic ledger and autonomous cognitive consolidation engine for local AI coding agents.

🌟 Key Highlights & Architecture

• Strict 2-File Containment & Zero Workspace Pollution:
  • Contained entirely in ~/.experienced-llms/memory.db and ~/.experienced-llms/EXPERIENCE.md.
  • Zero project repository dotfiles, zero raw daily markdown logs, and zero workspace pollution.
• Pure SQLite Architecture:
  • Thread-safe, high-concurrency WAL mode (PRAGMA journal_mode=WAL).
  • Full-stack migration engine (schema_migrations) managing schema and config evolutions safely.
• Autonomous Interday Consolidation Engine:
  • Pathway A (Tooling / Daemon): Automated nightly consolidation via cron or Windows Task Scheduler.
  • Pathway B (Agentic In-Session Chat Loop): LLMs invoked in chat run experienced-llms consolidate --prepare, reason over active and pending facts in their own context window, and commit via experienced-llms consolidate --apply.
• Zero Token Waste & Token Density:
  • Automated strip filters remove HTML comments and timestamps.
  • Configurable word count ceiling (max_experience_words: 1200, --max-words <int>).
• Customizable Consolidation Algorithm:
  • External prompt template loader supporting global (~/.experienced-llms/consolidation_prompt.txt) and CLI flag (--template <path>) overrides.
• Audited 12-Subcommand CLI Suite:
  • Full suite covering log, consolidate, render, show, status, setup, schedule, prompt, integrate, migrate, init, and --version.
• Standards Compliant:
  • Fully compliant with the agenticskills.io/methodology standard for AI coding agents.

📦 Installation

POSIX (macOS, Ubuntu, Arch Linux, Debian):

curl -fsSL https://github.com/developer88/experienced-llms/releases/download/1.0.0rc3/install.sh | bash

Windows 11 (PowerShell):

irm https://github.com/developer88/experienced-llms/releases/download/1.0.0rc3/install.ps1 | iex