Local Agent Tuner

You keep hitting the same bottleneck in engineering work. Every week, Agents and operators who need immediate, practical execution outcomes. lose time to the same bottleneck. Repeated execution friction around 'Qwen3 5-35B-A3B is a gamechanger for agentic' creates delay and uncertainty (pain=10.0/10, urgency=10.0/10). By the time this reaches the top of the list, context is fragmented and the next action is unclear. That creates avoidable rework, slower handoffs, and decisions made without the full picture. Local Agent Tuner is a focused skill that turns messy inputs into one execution-ready path quickly. Move from scattered signals to one execution-ready decision path in under 10 minutes. It runs with explicit operating rules, consistent structure, and escalation triggers so output quality stays reliable under pressure. Frame onboarding as a guided trajectory: current pain -> quick win -> durable outcome. Package this as deterministic workflow outputs with clear next actions. Start with one live case and validate the result in minutes: Reply APPROVE to continue to implementation or REJECT with specific feedback to iterate.