IFAKA

Context offloading: save large outputs to Engram to keep messages lean. Use during long builds or when context > 40%.

Surgical reading discipline: Grep before Read, offset/limit for large files, batch tool calls, avoid re-reading. Activate when context window is above 60% or on long sessions.

Opinionated code review checklist: OWASP Top 10 security, correctness edge cases, minimum-change principle, performance anti-patterns, test quality. Use when reviewing PRs, auditing diffs, or doing formal code review.

Use when building interactive terminal dashboards or full-screen terminal applications; when implementing keyboard navigation, live data updates, or multi-panel layouts; when TUI is flickering, slow, or unresponsive; when handling terminal resize events

Build terminal UIs with ratatui following 2026 Rust best practices. Use when: (1) Creating new TUI apps, (2) Adding widgets/layouts, (3) Keyboard navigation/state management, (4) Image integration via ratatui-image, (5) Async event handling, (6) Release optimization. Covers v0.30.0+ API, Elm Architecture, StatefulWidget, color-eyre.

Development guidelines and workflows for ext-pack, a Node.js CLI tool for bundling and installing Chromium browser extensions. Use when working on ext-pack codebase for (1) Making code changes (bug fixes, features, refactors), (2) Understanding the architecture and patterns, (3) Testing changes, (4) Committing and pushing code. Enforces consistent workflows across all developers and AI agents.

Systematic testing checklist for ext-pack that MUST be completed before ANY commit. Enforces end-to-end testing of all user flows with no exceptions. Use BEFORE committing code changes.

Record deterministic app demo videos from reusable TypeScript scenarios. Use for requests like "make the demo video", "record product demo", "make launch video", "demo recording", or "generate app walkthrough".