Dynamic Budget Orchestrator

Use this skill to make LLM token limits elastic to local resources and request size.

Workflow

1. Capture RAM and VRAM snapshot (best effort).
2. Estimate prompt size and compute a prompt-based cap.
3. Apply a profile factor (safe, fast, balanced, quality).
4. Clamp to min/max and emit an effective token budget.

Scripts

• Run: python skills/automation/dynamic-budget-orchestrator/scripts/probe_budget.py

References

• references/profile_presets.json