Jeffallan

Use when challenging ideas, plans, decisions, or proposals using structured critical reasoning.

Use when editing a draft, checking for AI voice patterns, reviewing prose quality, running readability analysis, auditing consistency, or…

Use when capturing research artifacts to a vault or knowledge base, formatting source citations, saving synthesized connections from a…

Use when ingesting source material for a writing project, building a knowledge map from notes and documents, identifying research gaps, or…

Provides idiomatic Kotlin implementation patterns including coroutine concurrency, Flow stream handling, multiplatform architecture…

Use when brainstorming ideas, generating raw material, or starting the creative phase of a writing project.

Use when optimizing PostgreSQL queries, configuring replication, or implementing advanced database features.

Use when scoring finished content against quality dimensions, evaluating whether a piece meets publishable standards, or determining which…

Writes and debugs Apex code, builds Lightning Web Components, optimizes SOQL queries, implements triggers, batch jobs, platform events…

Builds and debugs Shopify themes (.liquid files, theme.json, sections), develops custom Shopify apps (shopify.app.toml, OAuth, webhooks)…

Builds iOS/macOS/watchOS/tvOS applications, implements SwiftUI views and state management, designs protocol-oriented architectures…

Use when creating nonlinear outlines, generating mindmap diagrams for article structure, mapping a knowledge domain visually, or bridging…