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Use this skill automatically when you feel your code is ready for human review, and whenever writing or reviewing code c...
Simplifies code for clarity without changing behavior. Use for readability, maintainability, and complexity reduction af...
Review recently changed code for reuse opportunities, quality issues, and efficiency problems, then fix them. Use when:...
Simplify files — shorter and clearer with identical behavior — condense verbosity, remove redundancy
Portable fallback simplifier for harnesses with no built-in `simplify`. Reviews the changed code for reuse, simplificati...
Review code for unnecessary complexity and simplify it. Use when the user wants to clean up code, reduce complexity, rem...
Analyzes the codebase against project coding guidelines as on-demand code simplification — run after /optimus:init, when...
Review changed code along three axes — reuse, quality, efficiency — via parallel agents, then apply compress-op fixes. U...
Use when the user says "simplify this diff" or asks for a compression pass over a change-set. Not for dead-code sweeps:...
Use when the code a piece of work changed is to be cut back to fewer lines, behaviour unchanged: a commit range (`<base>...
Rewrites the last assistant reply into a short everyday analog (one metaphor, numbered roles, mix-up named, one-sentence...
Review the changed code for reuse, simplification, efficiency and altitude cleanups in this repository, then apply the f...
Run an extremely strict maintainability review for abstraction quality, giant files, and spaghetti-condition growth. Use...
Review changed code for reuse, quality, and efficiency, then fix any issues found.
Use when the review is done and before SHIP, quality pass on the changed code (reuse, simplification, efficiency), no bu...
変更中のコード（git diff）を読んで、再利用可能な既存コードの見落とし・過剰設計・無関係な編集・非効率な実装を列挙し、ユーザ承認の上で最小差分で修正する。 Use when user asks to [シンプル化, 簡素化, リファク...
Simplifica o código para maior clareza sem alterar o comportamento. Use quando solicitado aplicar refatoração de legibil...
Behavior-preserving code simplification workflow for clarity, consistency, directness, and maintainability. Use when the...
Improve clarity and reduce needless complexity after behavior is understood; preserve behavior and keep cleanup separate...
Bounded simplification pass for a file or hunk that preserves behavior while reducing complexity.
Run the code and documentation simplification passes together over one scope, launching every review agent concurrently...
Post-completion self-review for coding agents that runs simplify, harden, re-verification, and micro-documentation passe...
CI-only Simplify & Harden workflow for pull requests using gh-aw (GitHub Agentic Workflows). Runs headless scan-and-repo...
Parallel 3-agent cleanup of recent code changes.
Reduce complexity of over-engineered code. Identify unnecessary abstractions, remove dead code, flatten deep nesting, an...
Sequential 3-lens cleanup of recent code changes.
Clean up a diff for reuse, simplicity and efficiency, then apply the fixes.
Parallel 4-agent cleanup of recent code changes.
Review a diff for clarity and safe simplifications, then optionally apply low-risk fixes.
Run a multi-agent review of changed files for reuse, quality, efficiency, and clarity issues followed by automated fixes...
Simplification audit or authorized codebase simplification whose stated objective is to remove accidental complexity. Us...
Run a multi-agent review of code comments and markdown documentation for unnecessary content, then fix the issues. Cover...
AI DevKit · Analyze and simplify existing implementations to reduce complexity, improve maintainability, and enhance sca...
Measure and raise the precision of `bun run simplify`, the simplify census, shape by shape. Harvests every recorded cens...
Explain supplied technical reports and already-produced tool output in clear everyday language while preserving the real...
Use when a whole codebase has grown by accretion and is to be audited or cut back, with no commit range to start from: s...
Use when a concept is too abstract for the learner's current level and needs analogy-first teaching before complexity re...
Flatten nested conditionals with early returns or table-driven methods - keep nesting depth under 3 levels
Identify over-engineering in Ruby - prefer simple data structures (Hash, Struct, Data) and pure functions over unnecessa...
Reference-free preference alignment, simpler than DPO.
Simple Preference Optimization for LLM alignment. Reference-free alternative to DPO with better performance (+6.4 points...
SimPO (Simple Preference Optimization) loss computation for LLM alignment without a reference model.
Write JavaScript code in the style of Kyle Simpson, author of "You Don't Know JS". Emphasizes deep understanding of Java...
Framework de simulação de eventos discretos baseado em processos em Python. Use essa habilidade ao construir simulações...
Builds, inspects, tests, and analyzes bounded process-based discrete-event simulations with SimPy. Use for event schedul...
Process-based discrete-event simulation framework in Python. Use this skill when building simulations of systems with pr...
Build, inspect, test, and analyze bounded process-based discrete-event simulations with SimPy, including events, resourc...
Discrete-event simulation for process modeling and optimization
Use for writing, reviewing, debugging, testing, or analyzing Python SimPy discrete-event simulations. Trigger on Environ...
[Coming Soon] A social simulation world where AI agents with unique SOUL.md personalities interact, debate, trade, and b...
Use when writing or editing Simscape Language (.ssc) source files — components, domains, or functions. Triggers include:...
Develop and maintain SimsFlanagan.jl, a Julia library for low-thrust trajectory optimization using the Sims-Flanagan tra...
Orchestrate the complete Loa development cycle (PRD → SDD → Sprint → Implementation)
Simulate revenue impact via Monte Carlo. Use when: testing channel mix changes, budget shifts, or new channel launches.
Run what-if scenarios to explore outcomes and test hypotheses. Use when evaluating alternatives, stress-testing designs,...
How to simulate a Lagune command end to end so the user sees both the process and the results in chat. Use when the user...
Use when predicting how a system behaves under different conditions, testing "what if" scenarios for gate combinations,...
Run ad copy, landing pages or a finished deliverable past a panel of synthetic reader personas before spending money or...
Run headless bot simulations against the Colyseus game server to test economy balance, levelling progression, daily wage...
Use when running economy balance simulations to detect hyperinflation, player bankruptcy, or resource scarcity in game e...
通过模拟相关领域顶级专家的思考、分歧与收敛，辅助高复杂度、高风险决策。 用于用户要求模拟顶尖人物、比较强势观点，或询问“应该找哪些优秀人物来讨论某个问题，以及他们可能会怎么说”。 适用于“用世界级专家视角思考”“模拟顶级领域专家”“扮演最强...
Simulate high-stakes reasoning by modeling how top experts in the relevant domain would think, disagree, and converge on...
Use when injecting packet loss/jitter/high latency to stress-test netcode rollback and prediction algorithms.
Simulate the UAT workflow (create PR, comment, poll) on GitHub or Azure DevOps using a minimal test artifact and simulat...
When the user wants to design, implement, or tune simulated annealing for combinatorial optimization, covering Metropoli...
Run N backdated weeks of a program with no real LLO: synthetic visits, weekly stock and reviews.
Simulate flash loan arbitrage strategies and profitability across DeFi protocols.Use when performing crypto analysis.Tri...
Configures Simulink simulations non-destructively using SimulationInput objects — parameter overrides without modifying...
Choose between Gazebo, Isaac Sim, and MuJoCo and define what the simulation must prove.
Abstract base for runtime state — adventure, city-sim, ecosystem all inherit from this
Design and implementation of comprehensive simulation studies
Generates simulation inputs across fidelity levels — OpenFOAM CFD cases, ngspice netlists, interactive React artifacts,...
Encodes validation patterns for robotics simulation code (ROS 2, Gazebo, Isaac Sim). Ensures code examples are testable,...
Configure TraitorSim game parameters including regional rule variants (UK/US/Australia), recruitment mechanics, end-game...
How to run scenario tests against Gorlami fork RPCs (dry runs) before broadcasting live transactions. Covers config, see...
Orchestrate multi-simulation campaigns including parameter sweeps, batch jobs, and result aggregation. Use for running p...
Interpret DSDS simulation outputs including summary metrics, per-node time series, traces, causal graphs, and invariant...
Use this skill whenever writing the simulator runtime, step gating logic, session state object, restart/reset controls,...
Scaffold and run a reproducible Monte Carlo simulation study in R — parameterized DGP, an estimator grid, a seeded repli...
Use this skill whenever writing any code that logs, emits, stores, exports, or processes simulation events in the Myelin...
模拟交易 — 下单买卖、持仓管理、成交查询、账户状态、资金快照。在 QuantBot / Claude Code 中执行模拟交易、下单、查询持仓、查看账户、管理交易记录时使用。触发词：模拟交易、模拟下单、买入股票、卖出股票、查持仓、查账户、...
Economy and management: earn, spend, expand, earn faster. The economy-sim skill gives the arithmetic.
Validate simulations before, during, and after execution. Use for pre-flight checks, runtime monitoring, post-run valida...
Design, create, run, monitor, and maintain Vapi Simulations for assistants and squads. Use for turning plain-language re...
Universal Simulator.Company platform assistant. Use when the user asks anything about Simulator.Company, wants to work w...
(ePost) Use when user says "list simulators", "boot a simulator", "launch the app", "open simulator", or "manage simulat...
Discover and boot an iOS simulator. Use before any command that needs a simulator UDID.
Simulator.Company access-control specialist — who can view/modify/remove/sign/execute an object (actor, form, account, t...
Simulator.Company actor (record) specialist. Use when the user wants to create, update, read, search, or filter the *ins...
Simulator.Company digital-twin & actor-agent specialist — talk to an agent AS an agent and delegate work to it. An agent...
Create ans entire constructor for an AI real world medical simulation. A skill that searches the entire internet to find...
Generates a complete, tested multi-page web application as a Simulator.Company Smart Form from a set of EXISTING Corezoi...
Simulator.Company files & attachments specialist. Use when the user wants to upload a file, attach a document/image to a...
Simulator.Company chart and dashboard specialist. Use when the user wants to create, configure, or query charts (line, b...
Simulator.Company chat & messaging specialist — sending messages to a user, and creating or reusing p2p (1:1) and group...
Implication beats simulation — imagination renders (Will Wright)
Simulator.Company financial management specialist. Use when the user wants to manage financial and metric accounts on ac...
Simulator.Company form designer specialist. Use when the user wants to create or modify form templates (a.k.a. Account T...