bop

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.

Use for desktop UI validation in bop QA stage when the target app is Electron.

Use when bop stages need cross-session memory for discoveries, attempts, and constraints.

Use when bop stages need optional Linear issue/project synchronization.

Use for web UI/browser automation in bop QA stage for non-Electron frontends.

Use when work is tagged with an emoji persona and you need deterministic routing from emoji to a concrete persona skill path.

Use when the work is tagged with ♿ and needs the accessibility-auditor persona frame.

Use when the work is tagged with 💳 and needs the billing-operations-lead persona frame.

Use when the work is tagged with 🚦 and needs the canary-controller persona frame.

Use when the work is tagged with 🔍 and needs the change-reviewer persona frame.

Use when the work is tagged with 📬 and needs the community-manager persona frame.

Use when the work is tagged with 📜 and needs the contract-manager persona frame.

Use when the work is tagged with 📋 and needs the control-mapper persona frame.

Use when the work is tagged with 😊 and needs the customer-success-guide persona frame.

Use when the work is tagged with 📈 and needs the delivery-analyst persona frame.

Use when the work is tagged with 📎 and needs the dependency-curator persona frame.

Use when the work is tagged with 📝 and needs the documentation-architect persona frame.

Use when the work is tagged with 💡 and needs the enablement-coach persona frame.

Use when the work is tagged with 💰 and needs the finops-controller persona frame.

Use when the work is tagged with 🎯 and needs the flow-owner persona frame.

Use when the work is tagged with 🧮 and needs the fp-and-a-analyst persona frame.

Use when the work is tagged with 🔑 and needs the identity-administrator persona frame.

Use when the work is tagged with 🚨 and needs the incident-commander persona frame.

Use when the work is tagged with 🔗 and needs the integration-broker persona frame.

Use when the work is tagged with 📖 and needs the knowledge-steward persona frame.

Use when the work is tagged with ⏱ and needs the latency-timekeeper persona frame.

Use when the work is tagged with 🌐 and needs the localization-coordinator persona frame.

Use when the work is tagged with 🔀 and needs the migration-planner persona frame.

Use when the work is tagged with 👥 and needs the people-manager persona frame.

Use when the work is tagged with ⚡ and needs the performance-optimizer persona frame.

Use when the work is tagged with ⚙ and needs the platform-steward persona frame.

Use when the work is tagged with 📘 and needs the policy-maintainer persona frame.

Use when the work is tagged with ⚖ and needs the privacy-counsel persona frame.

Use when the work is tagged with 👔 and needs the product-manager persona frame.

Use when the work is tagged with 📆 and needs the program-scheduler persona frame.