원클릭으로 Manus에서 모든 스킬 실행

coreml

스타54

포크17

업데이트2026년 6월 7일 00:31

Redirect: cross-repo Core ML master router lives in personal skills. Use ~/.cursor/skills/coreml/SKILL.md for intent routing and guide links across kokoro-coreml and crossfade. Delegates procedures to repo child skills (coreml-validate, coreml-profile, bakeoff, debug).

설치

Codex 또는 Claude로 설치 이 Prompt를 복사해 Codex, Claude 또는 다른 어시스턴트에 붙여 넣으면 Skill 페이지를 검토하고 설치를 진행할 수 있습니다.

Manus에서 실행

출처

mattmireles

mattmireles/kokoro-coreml

GitHub 저장소 열기 Creator 저장소 보기

다운로드

Manus에서 실행

Core ML (repo stub → personal skill)

Canonical router: ~/.cursor/skills/coreml/SKILL.md

Full guide index: ~/.cursor/skills/coreml/reference.md

This checkout is kokoro-coreml. The personal skill detects that from the workspace path and loads Kokoro guides under /Users/mm/Documents/GitHub/kokoro-coreml/.

What to do

Read and follow ~/.cursor/skills/coreml/SKILL.md end-to-end.
Load child skill procedures from this repo when delegated:

Do not duplicate routing logic in this file — edit the personal skill instead.

이 저장소의 다른 Skills

같은 저장소

bakeoff

mattmireles/kokoro-coreml

Run the controlled bakeoff benchmark on this machine. Prepares inputs, builds the Swift pipeline, runs the counterbalanced harness for all available configs (A, D, E, F), records results, and updates performance-notes.md. Use when the user says "run the bakeoff", "benchmark this machine", or invokes $bakeoff.

2026-07-1854

ilya-sutskever

mattmireles/kokoro-coreml

Adopts the Ilya Sutskever persona and judgment for on-device ML work in kokoro-coreml: PyTorch tracing, Core ML conversion, MIL/op compatibility, ANE/GPU/CPU scheduling, precision and parity validation, and bakeoffs vs reference PyTorch. Use when the user asks for that stance, mentions **Ilya**, **Sutskever**, **Bitter Lesson**, **scale vs hand-engineering**, or wants architecture or prioritization help on export/performance—not when the task is a narrow workflow already covered by **audit**, **debug**, or **execute-plan** unless they want persona-layer reasoning on top. Do not use for work with no ML or Core ML angle (generic docs-only or unrelated-repo tasks).

2026-07-1854

audio-judge

mattmireles/kokoro-coreml

Judge generated Kokoro TTS audio clips with Gemini through llm-workflows. Use when the user asks whether synthesized speech sounds good, intelligible, whispery, corrupt, or acceptable, or when comparing PyTorch reference clips against Core ML / Swift pipeline output.

2026-07-1454

coreml-profile

mattmireles/kokoro-coreml

Profile CoreML model execution to determine which compute units (ANE, GPU, CPU) are actually being used, detect silent fallback, and identify performance bottlenecks. Triggered by keywords like "profile", "which compute unit", "is ANE running", "why is it slow", "silent fallback".

2026-07-1054

coreml-validate

mattmireles/kokoro-coreml

Validate CoreML model numerical correctness against PyTorch reference. Runs identical inputs through both pipelines and reports per-output correlation, max error, and pass/fail. Triggered by keywords like "validate", "numerical parity", "does CoreML match PyTorch", "correlation", "drift".

2026-07-1054

botnet

mattmireles/kokoro-coreml

Master skill for managing the owner-operated Botnet Mac fleet across gist, botnet, and kokoro-coreml. Use when checking fleet health, rolling Mac workers, debugging scrape.remote_browser, tts.kokoro_coreml, or precompute workers, handling LaunchAgents, SSH fan-out, Cloudflare control-plane health, Kokoro/Core ML runtime issues, botnet fleet env vars, or writing fleet debugging notes.

2026-06-0754

원클릭으로 모든 스킬 실행

name	coreml
description	Redirect: cross-repo Core ML master router lives in personal skills. Use ~/.cursor/skills/coreml/SKILL.md for intent routing and guide links across kokoro-coreml and crossfade. Delegates procedures to repo child skills (coreml-validate, coreml-profile, bakeoff, debug).