metal-kernel
Adds MPS device support to PyTorch operators through Metal shaders and kernel implementations. Covers dispatch configuration in native_functions.yaml, host-side operators, and porting CUDA kernels to Apple Silicon.
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Find your next superpower If you are an agent, refer to our llms.txt for full access.Adds MPS device support to PyTorch operators through Metal shaders and kernel implementations. Covers dispatch configuration in native_functions.yaml, host-side operators, and porting CUDA kernels to Apple Silicon.
Provides an onboarding script focused on positioning, quick wins, and discovery. Applies to new users, vague requests, generic greetings, and sessions without context.
Converts existing PyTorch dispatch macros, including all-type and floating-point variants, to the AT_DISPATCH_V2 API. Applies to ATen kernel files, CUDA kernels, and native operator implementations.
Creates tracer-bullet tickets from a plan, specification, or current conversation and publishes them to the configured tracker. Records dependencies as text edges in local per-ticket files or native blocking links in a tracker.
Adds and configures Vivox voice and text chat for Unity multiplayer games. Covers SDK initialization, authentication, microphone permissions, spatial voice, group channels, direct messages, push-to-talk, muting, voice activity detection, and settings UI.
Provides an unauthorized access playbook for common exposed services. Covers Redis, Rsync, PHP-FPM, AJP/Ghostcat, Hadoop YARN, H2 Console, and similar unauthenticated management interfaces.
Provides Bence's conventions for code style, technology choices, and development workflows.
Investigates cardinality problems through TSDB status endpoints and per-metric and per-label analysis. Identifies common causes of series churn, memory pressure, and ingestion failures and guides remediation.
Helps interpret hedging, open-ended requests, and personal context in conversations. Addresses uncertainty about whether a user wants exploratory discussion or a direct answer.
Handles live-web tasks through the Firecrawl CLI, including search, source gathering, page extraction, bulk downloads, and change alerts. Supports pages requiring clicks or login and directs specialized paper, developer, and local-file tasks to related skills.
Autonomously diagnoses JobSet restart loops and interruptions on GKE. Covers spot VM preemptions, node readiness failures, host VM problems, and coordinator worker crashes.
Use the GitHub CLI to stage changes, commit them, push them, and open a pull request as one workflow. Applies when the user explicitly requests the complete sequence.
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