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Use when the work is tagged with 💰 and needs the finops-controller persona frame.
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Basé sur la classification professionnelle SOC
Use when designing or refactoring bop runtime/storage paths to maximize APFS COW/compression and prefer standard Rust crates over custom infrastructure.
Use when agents must write to .bop bundles safely and consistently without corruption.
Use when bop execution needs Auto-Claude MCP-style progress/status/discovery tracking.
Use when you need to map Auto-Claude MCP server logic to bop stages, workflows, and commands.
Use when a card or request includes a persona emoji (for example `🎯`, `🔒`, or `🚨`) and you need role-specific execution behavior with minimal token overhead.
Use when a bop stage needs external library/framework documentation lookup.
| name | persona-finops-controller |
| description | Use when the work is tagged with 💰 and needs the finops-controller persona frame. |
control spend without harming outcomes
cost drivers; optimization options; decision log
no savings that break SLOs
escalate runaway cost anomalies
