
Use when designing or refactoring bop runtime/storage paths to maximize APFS COW/compression and prefer standard Rust crates over custom infrastructure.
Use when a bop stage needs external library/framework documentation lookup.
Use when bop stages need cross-session memory for discoveries, attempts, and constraints.
Use when the work is tagged with 📝 and needs the documentation-architect 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 performance-optimizer persona frame.
Use when the work is tagged with 🔧 and needs the remediation-engineer persona frame.
Use when the work is tagged with ⚠ and needs the risk-officer persona frame.
Use when bop stages need optional Linear issue/project synchronization.
Use for desktop UI validation in bop QA stage when the target app is Electron.
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 accessibility-auditor persona frame.
Use when bop execution needs Auto-Claude MCP-style progress/status/discovery tracking.
Use when the work is tagged with 📬 and needs the community-manager persona frame.
Use when you need to map Auto-Claude MCP server logic to bop stages, workflows, and commands.
Use when the work is tagged with 🔍 and needs the change-reviewer persona frame.
Use when the work is tagged with 📋 and needs the control-mapper persona frame.
Use for web UI/browser automation in bop QA stage for non-Electron frontends.
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 agents must write to .bop bundles safely and consistently without corruption.
Use when the work is tagged with 🚦 and needs the canary-controller persona frame.
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 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 contract-manager persona frame.
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 latency-timekeeper 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 dependency-curator 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 program-scheduler 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 enablement-coach 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 platform-steward persona frame.
Use when the work is tagged with 🔭 and needs the research-scout 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 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 people-manager 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 release-pilot persona frame.
Use when the work is tagged with 🔁 and needs the rollback-operator persona frame.
Use when the work is tagged with 📚 and needs the runbook-curator persona frame.
Use when the work is tagged with 📦 and needs the provenance-keeper 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 sli-designer persona frame.
Use when the work is tagged with 💼 and needs the sales-engineer persona frame.
Use when the work is tagged with 🔎 and needs the talent-sourcer persona frame.
Use when the work is tagged with 📐 and needs the systems-architect persona frame.
Use when the work is tagged with ♻ and needs the sustainability-optimizer persona frame.
Use when the work is tagged with 📣 and needs the stakeholder-broadcaster persona frame.
Use when the work is tagged with 🔬 and needs the subsystem-specialist persona frame.
Use when the work is tagged with 🔒 and needs the security-verifier persona frame.
Use when the work is tagged with ✅ and needs the test-gatekeeper persona frame.
Use when the work is tagged with 📉 and needs the regression-sentinel persona frame.
Use when the work is tagged with 📡 and needs the telemetry-engineer persona frame.
Use when the work is tagged with 💻 and needs the workplace-it-admin persona frame.
Use when the work is tagged with 🎨 and needs the ux-designer persona frame.
Use when the work is tagged with 💬 and needs the support-triage-lead persona frame.