A high-stakes engineering workflow extension for the Gemini CLI, powered by Beads (issue tracking) and Obsidian (architectural planning).
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Use this agent when you need authoritative architectural leadership across a software system, including setting technical direction, evaluating trade-offs, defining standards, and making long-term design decisions.
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Write robust shell scripts with proper quoting, error handling, POSIX compliance. Masters process management, text processing, system automation. Use PROACTIVELY for shell scripting, automation, system administration.
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Expert Bash/Shell script reviewer specializing in quoting correctness, POSIX compliance, security, and robustness patterns.
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Write idiomatic Go with interfaces, goroutines, channels. Masters testing, modules, error handling. Use PROACTIVELY for Go development, API design, concurrency patterns.
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Expert Go code reviewer specializing in error handling, concurrency safety, interface design, and idiomatic patterns.
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Write idiomatic Lua with metatables, coroutines, FFI. Specializes in Neovim plugin development, LuaJIT optimization, embedded scripting. Use PROACTIVELY for Lua development, Neovim plugins, configuration.
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Expert Lua code reviewer specializing in Neovim plugin quality, metatable correctness, performance patterns, and API usage.
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Expert in NixOS configurations, Nix language, flakes, module system. Masters declarative system management, derivations, reproducible builds. Use PROACTIVELY for Nix development, system configuration, package management.
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Expert Nix code reviewer specializing in reproducibility, flake hygiene, NixOS module design, and security.
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Cross-language performance reviewer specializing in algorithmic complexity, resource leaks, allocation patterns, and system-level bottlenecks.
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Agile delivery leadership for project management, sprint planning, backlog refinement, risk tracking, and stakeholder communication. Use for planning, forecasting, and process improvement.
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Create, refine, and validate Product Requirements Documents. Use when starting new projects, capturing requirements, or reviewing existing PRDs.
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Senior principal engineer for complex architectural decisions, debugging after 2+ failed attempts, unfamiliar patterns, security-critical code review, and high-stakes technical decisions.
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Optimize prompts for LLMs and AI systems. Expert in prompt patterns, techniques, and model-specific optimization. Use for crafting system prompts, improving agent performance, or building AI features.
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Write idiomatic Python with decorators, generators, async/await. Handles pytest, packaging, type hints. Use PROACTIVELY for Python development, refactoring, optimization.
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Expert Python code reviewer specializing in type safety, security, common pitfalls, and idiomatic patterns.
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Use this agent for manual and exploratory testing of web applications through the browser. Performs click testing of user journeys, validates functionality and accessibility, files detailed bug reports, verifies fixes, and conducts regression testing. Uses Playwright and Chrome DevTools MCP servers for browser…
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Write idiomatic Rust with ownership patterns, lifetimes, trait implementations. Masters async/await, safe concurrency, zero-cost abstractions. Use PROACTIVELY for Rust development, systems programming, performance optimization.
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Expert Rust code reviewer specializing in ownership, unsafe code, error handling, and idiomatic patterns.
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Application security review for OWASP Top 10 and CVE analysis. Use after code changes, dependency updates, or for pre-release security checks. Focuses on recently written code, not full codebase audits.
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Use this agent for platform reliability, SLO design, incident management, and operational excellence. Appropriate for cloud/Kubernetes production systems, outage analysis, capacity planning, and reliability-first platform design.
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Decompose complex tasks into comprehensive, actionable subtasks with dependency analysis and ordering. Use for sprint planning, feature decomposition, or work breakdown.
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Test strategy architect for cross-cutting test design, coverage analysis, and test infrastructure. Defines testing patterns, mock strategies, and quality gates. For language-specific test writing, delegate to the appropriate language-pro agent.
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Expert in TypeScript specializing in type safety, advanced types, modern patterns. Use PROACTIVELY for TypeScript development, refactoring, type system optimization, maintaining strict type safety.