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precision-protocol
Protocol untuk meningkatkan kecerdasan, presisi, dan keamanan dalam coding dan debugging.
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tools framework internals AI Skills
Discover tools framework internals skills, compare source repositories and read the instructions for each workflow.
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GitHub
sdd-design-perf
Design bundle strategy, lazy loading, and render optimization. Use when: sdd-design assigns Performance Strategy section. Triggers: "performance design", "bundle size", "lazy loading", "optimization"
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GitHub
opencode-zen
Invoke the 'opencode' CLI in headless mode for AI-powered code analysis, reviews, and second opinions. Use when you need a different AI perspective, the user mentions opencode, or requests batch code analysis.
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GitHub
ultra-performance-resilience-specialist
Experto en optimización de bajo nivel. Su misión es garantizar 60 FPS constantes, gestión de memoria eficiente mediante Isolates y disponibilidad offline total.
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GitHub
rimitive-adapter
Create custom adapters for Rimitive view primitives. Use when building renderers for Canvas, WebGL, terminal, native platforms, or any tree-based target.
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GitHub
rust-engineer
Use when building Rust applications requiring memory safety, systems programming, or zero-cost abstractions. Invoke for ownership patterns, lifetimes, traits, async/await with tokio. Keywords: Rust, ownership,...
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GitHub
ffi-bindings
Create FFI bindings between Lean 4 and C code. Use when working with foreign functions, native libraries, Metal, or system APIs.
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GitHub
collimator-optics
Use profunctor optics from the Collimator library for Lean 4. Use when working with lenses, prisms, traversals, or nested data access.
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GitHub
ffi-pyo3-maturin
Build or modify the Rust↔Python FFI using PyO3+maturin. Use for binding builds, smoke tests, and boundary validation workflow.
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GitHub
implementing-python
Implements concise, streamlined Python code matching exact architect specifications. Use when writing Python code, creating modules, or when the user asks to implement features in Python.
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GitHub
new-provider
Scaffold a new model provider for obot-tools
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GitHub
c-timelog-engineering
High-performance C development for data-intensive systems, with explicit emphasis on time-indexed / log-structured in-memory engines (e.g., Timelog-class designs). Use when building advanced data structures, al...
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GitHub
cpu-mode-assertions-torch
Assert CPU-only runtime inside a container using PyTorch (torch.cuda.is_available()==False) and optional env var checks. Use to prevent accidental GPU execution during CPU smoke tests.
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GitHub
iterate
Autonomous TDD implementation workflow with phase gates
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GitHub
load-anomaly-guard
Detects unsafe spikes in training load and emits SafetyFlags with conservative adjustments.
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GitHub
performance-engineer
Optimize application performance including build times, runtime speed, bundle size and resource usage. Use when addressing performance issues, implementing caching strategies, or optimizing rendering.
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GitHub
performance-tuner
Specialized in speed and resource optimization for Gravito. Trigger this for query profiling, caching strategies, or frontend performance audits.
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GitHub
binary-parsing-mixed-endian
Parsing binary files with mixed endianness and variable-length records in Python.
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GitHub
ml-optimization
Optimizes TensorFlow.js WebGPU backend, WebLLM offline inference, and implements memory safety for heavy ML models
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GitHub
maverick-rust-performance
Rust performance optimization and zero-cost abstractions
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GitHub
maverick-rust-unsafe
Rust unsafe code, FFI, and safety invariants
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GitHub
extensions
Generic extension methods for strings, collections, DateTime, decimals, and entities.
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GitHub
extensions
Generic extension methods for strings, collections, DateTime, decimals, and entities.
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GitHub
operators-edge
Runs the Operator's Edge loop (State, Proof, Gates + adaptation checks). Use for any coding task, debugging, refactor, or system change.
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