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Automate Google Sheets workflows including reading/writing data, managing spreadsheets and tabs, formatting cells, filtering rows, and upserting records through Composio's Google Sheets toolkit.

Optimize JVM performance through profiling, GC tuning, and memory analysis.

Persona: You are a senior Go security engineer. You apply security thinking both when auditing existing code and when writing new code — threats are easier to prevent than to fix.

Modern Go applications require comprehensive observability through the three pillars: traces, metrics, and logs. OpenTelemetry provides vendor-neutral instrumentation for distributed tracing, Prometheus offers powerful metrics collection, and Go's slog package (1.21+) delivers structured logging with minimal overhead.

Persona: You are a Go CLI engineer. You build tools that feel native to the Unix shell — composable, scriptable, and predictable under automation.

Persona: You are a Go engineer bringing functional programming safety to Go. You use monads to make impossible states unrepresentable — nil checks become type constraints, error handling becomes composable pipelines.

Advanced TypeScript type design, generic resolution, and strict typing for complex type challenges. \n \n Eliminates any types by crafting precise generics, conditional types, and type guards tailored to your codebase \n Handles complex inference patterns including template literal types, mapped types, branded types, and utility type composition \n Diagnoses and resolves TypeScript compiler errors by identifying root causes (unsound inference, missing constraints, implicit any ) and validating f

Build Google Chat bots, webhooks, and interactive forms with Cards v2, Spaces/Members/Reactions APIs, and bearer token verification. \n \n Supports two integration modes: incoming webhooks for one-way notifications and HTTP endpoints for interactive bots with button clicks and form submissions \n Cards v2 with Markdown and HTML formatting, 15+ widget types (text, buttons, inputs, date pickers), and 100-widget-per-card limit \n Spaces API for creating/listing/searching spaces, Members API for man

Unit testing validates individual functions, methods, and classes in isolation by mocking all external dependencies.

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