Desenvolvimento

Transform session learnings into permanent capabilities (skills, rules, agents). Use when asked to "improve setup", "learn from sessions", "compound learnings", or "what patterns should become skills".

Phase 5 — Architecture Decisions with ADR generation and validation

Test Temporal workflows with pytest, time-skipping, and mocking strategies. Covers unit testing, integration testing, replay testing, and local development setup. Use when implementing Temporal workflow tests or debugging test failures.

Test-Driven Development workflow principles. RED-GREEN-REFACTOR cycle.

GitHub Copilot Coding Agent automation. Apply the ai-copilot label to an issue → GitHub Actions auto-assigns Copilot via GraphQL → Copilot creates a Draft PR. One-click issue-to-PR pipeline.

Implement data quality validation with Great Expectations, dbt tests, and data contracts. Use when building data quality pipelines, implementing validation rules, or establishing data contracts.

Project notes system to prevent AI context loss and reasoning loops. Init notes, save mid-flow, recover context, migrate messy notes, resolve lessons. Subcommands: /notebook, /notebook save, /notebook recover, /notebook migrate.

Use when generating, reviewing, modifying, or discussing any code. Sets standing anti-dilution rules for all code-related work. Auto-loads; not directly invoked by the user.

풀스택 개발 코딩 표준 통합 패키지. 패시브 에이전트(항상 로드) + 상세 코드 예시(on-demand).

Use when configuring LibreChat, editing librechat.yaml, adding endpoints, setting up model providers, configuring modelSpecs, or adjusting interface settings. Also use when asked about LibreChat configuration options, YAML structure, or endpoint setup.

Toolkit for interacting with and testing local web applications using Playwright. Supports verifying frontend functionality, debugging UI behavior, capturing browser screenshots, and viewing browser logs.

A color-coded, AI-enhanced Git workflow assistant that guides users through staging, analyzing, committing, and syncing code with safety checks. Use this when you need a standardized Git workflow.