What problem does it solve? When running agent workloads on local (llama.cpp, Vulkan, Ollama) or free cloud models (OpenRouter free, MiniMax), some tasks fail on quality, context length, or tool calling. Without a record of these failures, there is no evidence to decide when paying for a premium model like SuperGrok is justified. ## Core Features & Use Cases - Failure Logging: Appends a structured row (Date, Task, What failed, Lane tried, Why Grok would help) to a when-grok.md file whenever a turn fails on local or free tiers. - Escalation Evidence: Builds a real-world brief over time that shows exactly which task categories justify premium model spend. - Use Case: A coding task fails on a 3B local model due to context limits. The Skill logs the failure row, and after enough rows accumulate, the team has concrete data to write the Grok usage playbook. ## Quick Start Tell the agent to log this failed turn with bring-grok, noting what failed and which lane was tried.