Searching protocol for "token-estimators"
Deterministic token estimates & checksums for CRUX
Keep token estimators and pricing data up to date.
Measure plugin efficiency and context usage
Plan token-heavy tasks to stay within limits.
Validate and fix YAML frontmatter in docs
Keep Markdown docs within token budgets.
Accurate token estimates for multilingual LLMs.
Streamline memory entry creation.
Master context use for reliable agent reasoning.
Optimize LLM token usage and cost.
Budget-aware tool usage for safe AI workflows.
Smart memory retrieval with adaptive search.