elixir-expert
Elixir and Phoenix expert including OTP, Ecto, and functional programming
tlaplus-add-variable
Add a new variable to an existing TLA+ specification without changing its semantics. Ensures the variable is declared, initialized, and added to all UNCHANGED statements. Use when the user asks to add, introduce, or declare a new variable in a TLA+ spec, or mentions UNCHANGED statements.
bio-genome-engineering-hdr-template-design
Design homology-directed repair donor templates for CRISPR knock-ins using primer3-py. Create ssODN, dsDNA, or plasmid templates with optimized homology arms. Use when designing donor templates for precise insertions, tagging, or allele replacement.
add-handler
Add a precise primitive handler to the jaxpr interpreter, replacing a conservative fallback.
codon-optimize
Codon optimize protein sequences for expression using IDT's API. Use when the user asks to codon optimize genes, sequences, or accessions for a target organism (insect, E. coli, mammalian, yeast) or vector (438, 1-, pVEX).
edictum-oss
Implement features in the Edictum OSS core (src/edictum/). Use when the task touches pipeline, adapters, YAML engine, CLI, audit, envelope, or session. Core NEVER imports from ee/.
uniffi-upgrade
UniFFI 버전 업그레이드를 수행하는 스킬. 사용자가 uniffi 업그레이드, uniffi 버전 업데이트, uniffi 최신 버전 적용 등을 요청할 때 트리거. 반드시 rusaint 프로젝트 내에서만 실행.
qiskit
IBM quantum computing framework. Use when targeting IBM Quantum hardware, working with Qiskit Runtime for production workloads, or needing IBM optimization tools. Best for IBM hardware execution, quantum error mitigation, and enterprise quantum computing. For Google hardware use cirq; for gradient-based quantum ML use pennylane; for open quantum system simulations use qutip.
ui-components-expert
UI component library expert including Chakra, Material UI, and Mantine
cirq
Google quantum computing framework. Use when targeting Google Quantum AI hardware, designing noise-aware circuits, or running quantum characterization experiments. Best for Google hardware, noise modeling, and low-level circuit design. For IBM hardware use qiskit; for quantum ML with autodiff use pennylane; for physics simulations use qutip.
paraglide-js-internationalization-i18n
Details Paraglide.js i18n implementations.
assimilate
Benchmark external agent frameworks, auto-detect source type, scan for prompt injection, and convert findings into a concrete TDD upgrade backlog for agent-studio evolution.
fal-optimization
Complete fal.ai optimization system. PROACTIVELY activate for: (1) Queue vs run performance, (2) Parallel request batching, (3) Streaming for real-time UI, (4) WebSocket for interactive apps, (5) Model cost comparison, (6) Image size optimization, (7) Inference step tuning, (8) Webhook vs polling, (9) Result caching by seed, (10) Serverless scaling config. Provides: Parallel patterns, cost strategies, caching examples, monitoring setup. Ensures optimal performance and cost-effective usage.
shadertoy
This skill should be used when working with Shadertoy shaders, GLSL fragment shaders, or creating procedural graphics for the web. Use when writing .glsl files, implementing visual effects, creating generative art, or working with WebGL shader code. This skill provides GLSL ES syntax reference, common shader patterns, and Shadertoy-specific conventions.
pto-isa-dev
Work effectively in PTO-ISA: choose the right backend, run CPU/SIM/NPU flows, trace instruction constraints, understand A2/A3 vs A5 differences, align with PTO-AS, and debug failures.
vvvv-dotnet
Helps with .NET integration in vvvv gamma — NuGet packages, library references, .csproj project configuration, the [assembly: ImportAsIs] attribute, vector type interop, and async patterns. Use when adding NuGet packages, configuring build settings, referencing external .NET libraries, setting up the ImportAsIs assembly attribute, working with System.Numerics/Stride type conversions, or when nodes aren't appearing in the node browser due to missing assembly configuration.
translate-cpp2py
Translate manual PTO-ISA C++ kernels into PTO-DSL Python builders and verification harnesses. Use when converting pto-isa kernel code to ptodsl, generating .pto/.cpp via ptoas, handling manual vs auto sync variants, separating vector vs cube APIs, or adding missing ptodsl API wrappers.
python-optimizer
Python code performance optimization specialist
basic-program
Execute bespoke Commodore BASIC v2 programs through c64bridge.
move-to-edit
Move EM neuron terms from robot template-generated component OWL files to the main fbbt-edit.obo editors file. Use when neuron terms identified from EM data need to be promoted from components to the manually curated ontology.
new-component
How to write a new component of GPUI Component.
