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Development

Shortcut to remove code, endpoint, dependency, feature, or dead code, updating dependents, tests, and docs.

Development

Validates and backports Chrome security fixes to an Electron release branch. Determines missing CVEs, writes cherry-picks locally, validates with e sync and lint, then pushes a PR.

Development

Guide for implementing Metal/MPS kernels for PyTorch operators, covering native_functions.yaml dispatch and porting from MPSGraph.

Development

HTML-first development with CSS-only interactivity patterns. Use when building features that work without JavaScript using native HTML elements, CSS pseudo-classes, and the View Transitions API.

Documentation

Scrape documents from Notion, DocSend, PDFs, and other sources into clean, readable formats. Extract content from any document-sharing platform.

Testing

Test web applications with screen readers including VoiceOver, NVDA, and JAWS. Validate compatibility and debug accessibility issues.

Productivity

Routes session results, decisions, and pipeline changes into the correct TDA-Research Obsidian vault files with standardized formats and commit messages.

Testing

Smart review dispatcher that classifies Git changes and spawns the right reviews based on changed files, skipping already-completed ones.

Documentation

Drafts user-facing release notes by analyzing PR diffs, following a style guide and template.

Development

Diagnose and fix Ideogram API errors and exceptions. Use when encountering errors, debugging failed requests, or troubleshooting integration issues.

Documentation

Capture important architectural decisions, bug patterns, feature designs, and other critical findings into the project knowledge base.

Development

In-depth audit guide for ECS: locks, storage, queries, scheduler, resources.