Analyze and optimize system throughput including request handling, data processing, and resource utilization. Use when identifying capacity limits or evaluating scaling strategies. Trigger with phrases like "analyze throughput", "optimize capacity", or "identify bottlenecks".

Define and track SLAs, SLIs, and SLOs for service reliability including availability, latency, and error rates. Use when establishing reliability targets or monitoring service health. Trigger with phrases like "define SLOs", "track SLI metrics", or "calculate error budget".

Implement Real User Monitoring (RUM) to capture actual user performance data including Core Web Vitals and page load times. Use when setting up user experience monitoring or tracking custom performance events. Trigger with phrases like "setup RUM", "track Core Web Vitals", or "monitor real user performance".

Validate application performance against defined budgets to identify regressions early. Use when checking page load times, bundle sizes, or API response times against thresholds. Trigger with phrases like "validate performance budget", "check performance metrics", or "detect performance regression".

Collect comprehensive infrastructure performance metrics across compute, storage, network, containers, load balancers, and databases. Use when monitoring system performance or troubleshooting infrastructure issues. Trigger with phrases like "collect infrastructure metrics", "monitor server performance", or "track system resources".

Analyze code, infrastructure, and configurations by conducting comprehensive security audits. It leverages tools within the security-pro-pack plugin, including vulnerability scanning, compliance checking, and cryptography review. Use when assessing security or running audits. Trigger with phrases like 'security scan', 'audit', or 'vulnerability'.

Specialized QA testing for morphir-dotnet. Use when user asks to create test plans, run tests, validate packages, report bugs, perform regression testing, or verify PR completion. Triggers include "test plan", "QA", "regression", "validate", "bug report", "test this", "verify implementation".

Archive a completed SDD change by syncing delta specs. Trigger: orchestrator launches archive after implementation and verification.

Generate closure-grade HE eval and drift proof for one execution slice. Use when Linear, milestone, or source-prompt closure needs validation evidence.

Write and publish blog posts for the block/goose open source project

Google Workflow: Today's meetings + open tasks as a standup summary.

Performs a final quality pass fixing alignment, spacing, consistency, and micro-detail issues before shipping. Use when the user mentions polish, finishing touches, pre-launch review, something looks off, or wants to go from good to great.

Performs a final quality pass fixing alignment, spacing, consistency, and micro-detail issues before shipping. Use when the user mentions polish, finishing touches, pre-launch review, something looks off, or wants to go from good to great.

Google Workflow: Prepare for your next meeting: agenda, attendees, and linked docs.

Google Workflow: Weekly summary: this week's meetings + unread email count.

Affinda integration. Manage data, records, and automate workflows. Use when the user wants to interact with Affinda data.

42Crunch integration. Manage data, records, and automate workflows. Use when the user wants to interact with 42Crunch data.

Addevent integration. Manage data, records, and automate workflows. Use when the user wants to interact with Addevent data.

Acelle Mail integration. Manage Users. Use when the user wants to interact with Acelle Mail data.

Adyen integration. Manage data, records, and automate workflows. Use when the user wants to interact with Adyen data.