Operations Research Analysts

Backtesting Frameworks

Build robust backtesting systems for trading strategies with proper handling of look-ahead bias, survivorship bias, and transaction costs. Use when developing trading algorithms, validating strategies, or building backtesting infrastructure.

wshobson33.9k

Balance Check

Analyzes game balance data files, formulas, and configuration to identify outliers, broken progressions, degenerate strategies, and economy imbalances. Use after modifying any balance-related data or design. Use when user says 'balance report', 'check game balance', 'run a balance check'.

Donchitos12.6k

Herramientas de Laboratorio

Telos

Life OS and project analysis — goals, dependencies, beliefs, wisdom, books, movies, narrative points, interview extraction, McKinsey reports, and project dashboards. USE WHEN Telos, life goals, projects, dependencies, books, movies, beliefs, wisdom, update TELOS, narrative points, interview extraction, write report, McKinsey report, TELOS report, project analysis, dashboard, n=24.

danielmiessler11.6k

Meta Analysis

Statistical methods for combining results across multiple studies. Use when aggregating cross-study or cross-experiment results.

aiming-lab11.3k

Scripting

Autoresearch Create

Set up and run an autonomous experiment loop for any optimization target. Gathers what to optimize, then starts the loop immediately. Use when asked to "run autoresearch", "optimize X in a loop", "set up autoresearch for X", or "start experiments".

davebcn875.8k

Ab Test Setup

When the user wants to plan, design, or implement an A/B test or experiment. Also use when the user mentions "A/B test," "split test," "experiment," "test this change," "variant copy," "multivariate test," or "hypothesis." For tracking implementation, see analytics-tracking.

openclaw4.2k

Depuración

Barct Efectivo Vs Cuotas Ipc

Comparar efectivo, cuotas y tarjeta a fin de mes usando valor presente, con salida breve y clara.

openclaw4.2k

Depuración

Performance Analysis

Comprehensive performance analysis, bottleneck detection, and optimization recommendations for Claude Flow swarms

ruvnet3.8k

Premortem

Identify failure modes before they occur using structured risk analysis

parcadei3.7k

Think

Deliberate reasoning skill: enforce multi-step analysis, hypothesis testing, and option evaluation before answering complex questions

AIDotNet3.1k

Skill Decision Support

Present options with trade-offs for informed decision-making. Use when: AUTOMATICALLY ACTIVATE when user requests options or choices:. "fix or provide options" or "fix them or provide me options". "give me options" or "what are my options"

nyldn2.7k

Game Changing Features

Find 10x product opportunities and high-leverage improvements. Use when user wants strategic product thinking, mentions '10x', wants to find high-impact features, or says 'what would make this 10x better', 'product strategy', or 'what should we build next'.

openstatusHQ2.0k

Depuración

Throughput Calculator

Calculate throughput calculator operations. Auto-activating skill for Performance Testing. Triggers on: throughput calculator, throughput calculator Part of the Performance Testing skill category. Use when working with throughput calculator functionality. Trigger with phrases like "throughput calculator", "throughput calculator", "throughput".

jeremylongshore2.0k

Scripting

Excel Formula Generator

Generate excel formula generator operations. Auto-activating skill for Business Automation. Triggers on: excel formula generator, excel formula generator Part of the Business Automation skill category. Use when working with excel formula generator functionality. Trigger with phrases like "excel formula generator", "excel generator", "excel".

jeremylongshore2.0k

Experiment Failure Analysis

Systematically analyze experiment failures and optimization setbacks to identify root causes and define validation plans before abandonment decisions.

Internos de Frameworks

Pymoo

Multi-objective optimization framework. NSGA-II, NSGA-III, MOEA/D, Pareto fronts, constraint handling, benchmarks (ZDT, DTLZ), for engineering design and optimization problems.

Patrones de Arquitectura

Simpy

Process-based discrete-event simulation framework in Python. Use this skill when building simulations of systems with processes, queues, resources, and time-based events such as manufacturing systems, service operations, network traffic, logistics, or any system where entities interact with shared resources over time.

Calidad de Código

Think Harder

4-phase structured analysis wrapper for vibe pre-routing (compatible with claude-code-settings think-harder semantics).

Map Optimization Strategy

Strategy for solving constraint optimization problems on spatial maps. Use when you need to place items on a grid/map to maximize some objective while satisfying constraints.

benchflow-ai990

Análisis de Datos

Matlab

MATLAB and GNU Octave numerical computing for matrix operations, data analysis, visualization, and scientific computing. Use when writing MATLAB/Octave scripts for linear algebra, signal processing, image processing, differential equations, optimization, statistics, or creating scientific visualizations. Also use when the user needs help with MATLAB syntax, functions, or wants to convert between MATLAB and Python code. Scripts can be executed with MATLAB or the open-source GNU Octave interpreter.

wu-yc965

Machine Learning

Fpfpropose Hypotheses

Execute complete FPF cycle from hypothesis generation to decision

NeoLabHQ827

Backend

Routing Formulation

Vehicle routing (VRP, TSP, PDP) — problem types and data requirements. Domain concepts; no API or interface.

NVIDIA822

Herramientas CLI

Cuopt Qp Api Cli

QP with cuOpt — CLI (e.g. cuopt_cli with QP-capable input). Use when the user is solving QP from the command line.

NVIDIA822

Lp Milp Formulation

LP/MILP concepts and going from problem text to formulation. What LP/MILP are, required formulation questions, typical modeling elements, and how to parse problem statements (parameters, constraints, decisions, objective).

NVIDIA822

Decision Tree Analyzer

Decision tree analysis skill with expected value, risk analysis, and utility theory.

Systems Dynamics Modeler

Skill for building and simulating systems dynamics models

Machine Learning

Derivative Free Optimization

Optimization without gradient information

Patrones de Arquitectura

Constraint Satisfaction Solver

Constraint programming skill for scheduling, configuration, and assignment problems

Gestión de Proyectos

Linear Programming Solver

Linear programming skill for resource allocation, scheduling, and optimization problems

Herramientas de Laboratorio

Gage Rr Analyzer

Measurement System Analysis (MSA) skill for Gage R&R studies with variance component analysis and measurement adequacy assessment