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Forecast engineering and AI operational costs from usage, growth, and routing assumptions.
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Basierend auf der SOC-Berufsklassifikation
Use when a conversation is getting long, drifting, juggling multiple tasks, re-pasting the same files, or showing stale/confused context — and at the start of any new task. Triggers: long thread, context bloat, topic switch, repeated file uploads, 'why is it forgetting', degraded answers, finished one task and starting another.
Use when a user wants to deconstruct a complex problem, business challenge, product decision, strategy question, career crossroads, or stuck situation by stripping assumptions, identifying first principles, rebuilding options from foundational truths, and choosing one high-leverage action.
Audit role-based access control and permission drift across product surfaces.
Add a new feature to an existing @fabrk/* package following monorepo conventions
Build or rebuild the ADR index and dependency graph in AgentDB
Query AgentDB with semantic routing, hierarchical recall, causal graphs, and context synthesis
| name | cost-forecasting |
| description | Forecast engineering and AI operational costs from usage, growth, and routing assumptions. |
Output: scenario model, monthly forecast, variance triggers, optimization plan.
