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Symbiont — self-sustaining AI orchestrator
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Symbiont 5565f29c17 Rename sessions → Engram: persistent memory across Claude instances 
Engram is the physical trace a memory leaves in neural tissue.
Every Claude session now writes its engrams to /data/symbiont/engram.db.

Changes:
- sessions.py → engram.py with class Engram (SessionRegistry alias kept)
- sessions.db → engram.db
- CLAUDE.md updated to use Engram
- Genesis session registered with full build history

Muse ecosystem: Cortex + Dendrite + Symbiont + Engram

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
2026-03-20 13:45:34 +00:00
symbiont Rename sessions → Engram: persistent memory across Claude instances 2026-03-20 13:45:34 +00:00
.gitignore Initial scaffold: router, dispatcher, ledger, scheduler, API 2026-03-19 19:21:07 +00:00
CLAUDE.md Rename sessions → Engram: persistent memory across Claude instances 2026-03-20 13:45:34 +00:00
engram.db Rename sessions → Engram: persistent memory across Claude instances 2026-03-20 13:45:34 +00:00
heartbeat.jsonl Rename sessions → Engram: persistent memory across Claude instances 2026-03-20 13:45:34 +00:00
ledger.jsonl Add life support: systemd services + heartbeat timer 2026-03-19 19:41:19 +00:00
README.md Initial scaffold: router, dispatcher, ledger, scheduler, API 2026-03-19 19:21:07 +00:00
register_genesis.py Rename sessions → Engram: persistent memory across Claude instances 2026-03-20 13:45:34 +00:00
requirements.txt Initial scaffold: router, dispatcher, ledger, scheduler, API 2026-03-19 19:21:07 +00:00
sessions.db Rename sessions → Engram: persistent memory across Claude instances 2026-03-20 13:45:34 +00:00
sessions.db-shm Rename sessions → Engram: persistent memory across Claude instances 2026-03-20 13:45:34 +00:00
sessions.db-wal Rename sessions → Engram: persistent memory across Claude instances 2026-03-20 13:45:34 +00:00
symbiont-api.service Fix StartLimit directives in service file (move to [Unit]) 2026-03-19 19:42:25 +00:00
symbiont-heartbeat.service Add life support: systemd services + heartbeat timer 2026-03-19 19:41:19 +00:00
symbiont-heartbeat.timer Add life support: systemd services + heartbeat timer 2026-03-19 19:41:19 +00:00
test_router.py Add life support: systemd services + heartbeat timer 2026-03-19 19:41:19 +00:00
test_sessions.py Rename sessions → Engram: persistent memory across Claude instances 2026-03-20 13:45:34 +00:00
test_web.py Add session registry + CLAUDE.md bootstrap 2026-03-20 13:38:46 +00:00

README.md

Symbiont

A self-sustaining AI orchestrator that manages its own compute costs through intelligent LLM routing.

Architecture

  • Router: Classifies tasks and dispatches to the cheapest capable model
  • Dispatcher: Executes tasks via Claude Code CLI (Pro account) with fallback tiers
  • Ledger: Tracks every inference call, cost, and associated revenue
  • Scheduler: Handles rate-limit backoff and self-waking timers

Model Tiers

Tier Model Use Case
1 Haiku Classification, extraction, simple formatting
2 Sonnet Content writing, code gen, analysis
3 Opus Strategic decisions, complex reasoning, QA

Setup

  1. Authenticate Claude Code CLI: claude login
  2. Install dependencies: pip install -r requirements.txt
  3. Run: python3 -m symbiont.main