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Development

Loads an OpenSCAD file and recursively parses its dependencies (use/include), resolving library paths and extracting the API surface (modules, functions, parameters). Helps debug rendering errors and understand module dependencies before refactoring.

Development

Guide for implementing native Metal kernels for PyTorch operators on Apple Silicon. Covers dispatch, host-side stubs, and Metal shaders.

Development

Break a user story into GitHub issues with a design doc and implementable subtickets.

Development

Curate and maintain the skill library: decide when to create skills, deduplicate, retire stale ones, and audit against architecture rules.

Development

Scaffold a new mobile page/screen using the StyleSeed layout patterns. Verifies golden rules for spacing, colors, and touch targets.

Development

Create an interactive bash script that guides a human through manual steps for provisioning, secrets, migrations, and more.

Development

Master modern JavaScript with ES6+, async patterns, and Node.js APIs. Handles promises, event loops, and browser/Node compatibility.

Development

Applies the Level 1 ultrathink review pattern to an ADR from the Runcriticon corpus. Detects gaps in blocks A-G, proposes sub-decisions with anchors, and ends with chained review + acceptance PRs.

Development

Build a wallet portfolio tracker using Alchemy Enhanced APIs to fetch token balances, NFTs, and transaction history for any Ethereum address.

Development

Interactive maintainer workflow to adjudicate a pull request: reads the pinned CI review as source of truth, refreshes it if stale, and supports approve / request changes / close decisions.

Development

Use when implementing maid-runner MAID draft manifests, promoting them into manifests, and validating batches with review before handoff.

Development

Generate GraphQL schemas, resolvers, and type definitions. Use when designing GraphQL APIs or documenting GraphQL schemas.