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Symbiont — self-sustaining AI orchestrator
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Symbiont bd8be87a65 Initial scaffold: router, dispatcher, ledger, scheduler, API 
Core orchestrator for self-sustaining AI agent:
- Dispatcher: talks to Claude Code CLI with model tier selection
- Router: classifies tasks via Haiku, routes to cheapest capable model
- Scheduler: queue management + systemd self-wake timers
- API: FastAPI endpoints for task execution and monitoring
- Ledger: JSONL cost tracking for every inference call

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
2026-03-19 19:21:07 +00:00
symbiont Initial scaffold: router, dispatcher, ledger, scheduler, API 2026-03-19 19:21:07 +00:00
.gitignore Initial scaffold: router, dispatcher, ledger, scheduler, API 2026-03-19 19:21:07 +00:00
README.md Initial scaffold: router, dispatcher, ledger, scheduler, API 2026-03-19 19:21:07 +00:00
requirements.txt Initial scaffold: router, dispatcher, ledger, scheduler, API 2026-03-19 19:21:07 +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