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Development

Create standardized git commits using Conventional Commits specification. Analyze the diff to determine type, scope, and message.

Development

A relentless interview to sharpen a plan or design, while creating ADRs and glossary as you go.

Development

Compact reference for understanding and contributing to mlperf-automations scripts: metadata, customization, dependencies, and variations.

Documentation

Generate complete structured documentation for features, modules, or projects using the Diataxis framework (tutorials, how-tos, references, explanations).

Development

Guide for working on mlcflow, a CLI and script execution engine for MLPerf automations. Covers architecture, adding new mlc commands, and version sync requirements.

Development

Manage Sentry rate limits and quota optimization. Use when hitting rate limits, optimizing event volume, or managing Sentry costs.

Development

Master Julia 1.10+ with modern features, performance optimization, multiple dispatch, and production-ready practices.

Productivity

Use for opportunity selection, business thesis changes, growth proposals, monetization, pricing, distribution and experiment reviews.

Development

Build HTTP endpoints for webhooks, external API integrations, and custom routes in Convex, including request handling, authentication, and CORS.

Content

Safe referencing of real people's traditions without impersonation, activating conceptual clusters rather than identity.

Data & AI

Read-only Telegram CLI via MTProto. Lists chats, fetches messages, downloads media, manages local accounts/sessions. Does not send messages or modify Telegram data.

DevOps

Deploy to a zero-traffic revision, run health checks, and promote on success. Provides deployment confidence before going live.