Desenvolvimento

Use when reviewing code, PRs, or discussing code quality standards. Applies team coding standards and review methodology.

Statistical modeling toolkit. OLS, GLM, logistic, ARIMA, time series, hypothesis tests, diagnostics, AIC/BIC, for rigorous statistical inference and econometric analysis.

Analyzes test coverage gaps and suggests test cases for untested code paths. Use when user requests test improvements, coverage analysis, or wants to increase test coverage.

Padrões de codificação universais, melhores práticas e padrões para desenvolvimento em TypeScript, JavaScript, React e Node.js.

Runs Claude in a retry loop until tests pass or task completes. Use for TDD loops, overnight builds, or any task needing repeated iteration until success. Triggers on: loop until done, keep trying, retry until pass, TDD loop, iterate until tests pass.

Gate 6 - Verify tests exist and cover critical paths. Issues result in WARNINGS (encourages tests, doesn't block).

RouterOS packet capture and TZSP streaming for protocol debugging. Use when: capturing packets on RouterOS, setting up /tool/sniffer, streaming live traffic via TZSP, using firewall mangle action=sniff-tzsp, debugging network protocols on MikroTik, receiving TZSP with Wireshark or tshark, saving pcap files from RouterOS, or when the user mentions packet sniffer, TZSP, sniff-tzsp, /tool/sniffer, or

Code quality validation, formatting, linting, and pre-commit checks.

Weekly engineering retrospective. CARL TRIGGERS: weekly retro, engineering retro, lets reflect, sprint retro, post-mortem this week. SOURCE: garrytan/gstack/retro, integrated as gs-retro on 2026-05-29.

Transform PRDs (Product Requirements Documents) into structured XML app specifications optimized for AI coding agents. Converts developer-focused docs with code examples into declarative agent-consumable format. USE WHEN user says "convert PRD", "generate app spec", "transform PRD", "create specification from requirements", or wants to prepare a PRD for agent consumption.

Convert raw notes, error logs, voice dictation, or screenshots into crisp GitHub-flavored markdown issue reports. Use when the user pastes bug info, error messages, or informal descriptions and wants a structured GitHub issue. Supports images/GIFs for visual evidence.

Automatically generate and execute Python test scripts from OpenAPI specifications and GraphQL schemas with enhanced features