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Frameworks

Deep dive into framework internals.

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framework-internals
2

codex-self-rewriting

Lisp machine self-modification patterns via MCP Tasks and Narya bridge

plurigrid
plurigrid
development
open
framework-internals
2

uv-discohy

UV/UVX/Ruff toolchain for DiscoHy Thread Operad with Python packaging and linting

plurigrid
plurigrid
development
open
framework-internals
2

rust-2024-migration

Guides users through migrating to Rust 2024 edition features including let chains, async closures, and improved match ergonomics. Activates when users work with Rust 2024 features or nested control flow.

EmilLindfors
EmilLindfors
development
open
framework-internals
2

go-nil-interface

Interface nil trap - typed nil is not nil

JamesPrial
JamesPrial
development
open
framework-internals
2

rio-webgpu-tiles

WebGPU tile rendering for Rio Terminal via wgpu and sugarloaf. Extends

plurigrid
plurigrid
development
open
framework-internals
2

asi-polynomial-operads

ASI skill integrating polynomial functors, free monad/cofree comonad

plurigrid
plurigrid
development
open
framework-internals
2

oapply-colimit

oapply: Operad algebra evaluation via colimits. Composes machines/resource sharers.

plurigrid
plurigrid
development
open
framework-internals
2

energy-optimizer

RAN energy efficiency optimization with cognitive consciousness, predictive power management, and autonomous energy-saving strategies for sustainable network operations. Use when optimizing RAN energy consumption, implementing green network strategies, reducing operational costs, or enabling energy-efficient 5G networks.

ricable
ricable
development
open
framework-internals
2

unworlding-involution

Self-inverse derivation patterns where ι∘ι = id for frame-invariant self

plurigrid
plurigrid
development
open
framework-internals
2

discohy-streams

DisCoPy categorical color streams via Hy with 3 parallel TAP streams and 7 operad variants

plurigrid
plurigrid
development
open
framework-internals
2

extension-system

Paperback-compatible extension runtime and source API

chiraitori
chiraitori
development
open
framework-internals
2

unworlding-involution

Self-inverse derivation patterns where ι∘ι = id for frame-invariant self

plurigrid
plurigrid
development
open
framework-internals
2

synthesizer

Invoke SYNTHESIZER Deputy for operations, execution, and cross-domain coordination.

Euda1mon1a
Euda1mon1a
development
open
framework-internals
2

zig

Use when writing Zig code. Contains Zig 0.15 API changes and patterns.

nounder
nounder
development
open
framework-internals
2

python-guidelines

Universal Python development guidelines and best practices

jr2804
jr2804
development
open
framework-internals
2

example-skill

An example skill demonstrating the format for opencode-skills plugin

kitsunoff
kitsunoff
development
open
framework-internals
2

modern-cpp

Production-grade skill for modern C++ development with C++11 through C++23 features. Covers move semantics, smart pointers, lambdas, concepts, ranges, coroutines, and modules.

pluginagentmarketplace
pluginagentmarketplace
development
open
framework-internals
1

plan-mode-advanced

Create and execute advanced execution plans for complex AI model development incorporating 2024-2026 cutting-edge techniques (DeepSeek GRPO, manifold-constrained architectures, geometric scaling). Use when planning large-scale model training, architecture optimization, or multi-stage development workflows requiring state-of-the-art methodologies.

zapabob
zapabob
development
open
framework-internals
1

ray

Expert in Apache Ray distributed computing. Use when converting Python code to Ray workloads, debugging Ray applications, optimizing Ray performance, or working with Ray Core, Ray Data, Ray Train, Ray Serve, or Ray Tune. Automatically fetches relevant documentation from Ray, HuggingFace, PyTorch, and other ML/distributed frameworks based on code context.

anyscale
anyscale
development
open
framework-internals
1

quantization-evaluation-pipeline

Execute GGUF quantization with imatrix protection, perform statistical benchmark evaluation with error bars, generate academic-style methodology documentation, and create comprehensive scorecards. Use when evaluating model quantization quality, comparing quantization methods, or generating publication-ready evaluation results with subagent execution and PowerShell progress visualization.

zapabob
zapabob
development
open
framework-internals
1

burn-app-dev

This skill should be used when the user asks about "Burn tensors", "tensor operations", "Module derive", "burn config", "autodiff", "backward pass", "gradient", "record serialization", "model weights", or core Burn application development patterns.

johnzfitch
johnzfitch
development
open
framework-internals
1

ftdi

FTDI (Future Technology Devices International) MPN encoding patterns, USB interface chip decoding, and handler guidance. Use when working with FTDI USB bridge ICs or FTDIHandler.

Cantara
Cantara
development
open
framework-internals
1

cirruslogic

Cirrus Logic MPN encoding patterns, suffix decoding, and handler guidance. Use when working with Cirrus Logic audio ICs, Wolfson audio products, or CirrusLogicHandler.

Cantara
Cantara
development
open
framework-internals
1

input-latency-governance

Achieve and maintain low input latency by engineering event-to-render pipelines.

harborgrid-justin
harborgrid-justin
development
open
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