muse Files

🧠 Three new features to make MUSE's memory system smarter — all pure Markdown, zero dependencies.

📐 Semantic Compression (/bye Step 1)

Inspired by mem0's compression engine

Instead of flat-listing every action, memory writes now classify work into 1-3 storylines:

• ≤5 turns: 1:1 (no compression)
• 6-15 turns: 3:1 (merge similar items)
• ≥16 turns: 5:1 (only storylines + decisions + results)

Version changes, user decisions, file ops, and external ops are always preserved.

📍 Session Checkpoint (context-health-check)

Inspired by OpenViking's session compression

Silent mid-conversation checkpoints every 15 turns. No user interruption — Agent writes a compressed 3-4 line snapshot to memory/. Prevents the "80% forgetting" problem in long conversations.

Triggers: turn count, milestone events, 🟡 detection, topic switch.

👤 Auto Profile (/bye Step 4.8)

Inspired by Supermemory's Auto Profile

Automatically detects user preferences from conversation patterns and enriches USER.md:

• Language, code style, work hours, tech preferences, verbosity
• Dedup + conflict detection (never overwrites manual /settings)
• Max 3 preferences per session

All features are pure Markdown SOP — zero external dependencies.

Full changelog: https://github.com/myths-labs/muse/blob/main/CHANGELOG.md