Token Optimizer

Straightforward token optimization. Identified wasteful API calls I didn't even know I was making. The cost comparison feature alone paid for itself within a day. Solid tool for anyone running AI agents or API-heavy workflows.

The prompt compression techniques are practical: removing redundant context, using references instead of repetition, structuring prompts so the model can infer rather than be told. The section on context window management (what to keep hot vs offload to retrieval) reflects real production experience. Would give 5 stars if the token counting utilities were more model-agnostic — right now they're tuned for Claude's tokenizer and need adjustment for other models. But the core optimization patterns apply broadly.