Automates Protocol 75 v4.0, forcing 4 parallel external API calls (Domain Expert, Adversarial Skeptic, Cross-Domain Pattern Matcher, Zero-Point First Principles) with an Adversarial Convergence Gate. The 'Einstein Protocol' application.

winstonkoh87461

Backend

Cuopt

Use NVIDIA cuOpt to solve vehicle routing (VRP/CVRPTW) and linear programming (LP/MIP) optimization problems. Use when the user asks to optimize routes, solve a routing problem, minimize cost, plan deliveries, solve an LP, or use cuOpt.

NVIDIA434

Finanzas e Inversión

Decision Helper

Weighted decision scoring for architectural choices.

notque342

Machine Learning

Single Machine Scheduling Optimization Backward Forward Phase

Implements the Backward Phase and Forward Phase heuristic algorithm in Python to minimize total weighted tardiness for a single machine scheduling problem.

ECNU-ICALK333

Salud y Fitness

Track Cycling Gear Analyzer

Analyzes, calculates, and recommends track cycling gear ratios. Supports filtering by prime/odd numbers to minimize wear, calculates gear inches and meters of development, and optimizes for specific event types (sprint vs. endurance).

ECNU-ICALK333

Análisis de Datos

Budget Combination Calculator

Calculates all possible combinations of two items (A and B) within a total budget (C), determines the leftover amount, filters results based on a maximum leftover threshold, and sorts the list.

ECNU-ICALK333

Finanzas e Inversión

Orions Arm Hazard Rating Evaluator

Evaluates environments, societies, or scenarios using the Orion's Arm Worldbuilding Project's Hazard Rating system (0-10), adapting criteria to franchises or contexts lacking specific technologies by finding appropriate analogues.

ECNU-ICALK333

Desarrollo de Videojuegos

Frostpunk Modern Simulation

Simulates a city's weekly survival status and global news in a modern-tech variant of the Frostpunk setting, handling generator construction, temperature drops, and global chaos.

ECNU-ICALK333

Machine Learning

Single Machine Job Scheduling With Backward Forward Phase

Implements a specific two-phase heuristic algorithm (Backward Phase followed by Forward Phase) to minimize total weighted tardiness for a single machine scheduling problem.

ECNU-ICALK333

Química Computacional

Triz

Apply TRIZ cross-domain analogical reasoning to find solutions from adjacent fields. Use when conventional approaches stall.

athola261

Gestión de Proyectos

Agent Spec Estimate

CRITICAL: Use for estimating work effort from agent-spec Task Contracts. Triggers on: estimate, estimation, how long, work effort, round count, time estimate, scope, sizing, cost, budget, planning, sprint, capacity, "how many rounds", "how long will this take", "estimate this spec", 估算, 工作量, 多久, 时间估算, 预估, 工时, 规模, 评估工作量, "这个 spec 要多久", "估算一下", "工作量评估"

ZhangHanDong231

Educación

Brainstorm

This skill should be used when the user says "interview me about", "help me clarify", "stress-test my idea", "let's explore this concept", "challenge my assumptions about", "probe my assumptions", or needs structured questioning to refine and articulate their thinking.

gupsammy224

Testing

Create Variant

Create a variant of a backtesting or optimiser notebook.

tradingstrategy-ai213

Machine Learning

Convert To Optimiser

Convert a backtesting notebook into a parameter optimisation notebook using the bundled transformation mapping to choose searchable parameters and rewrite the notebook.

tradingstrategy-ai213

Herramientas de Automatización

Convert To Backtest

Convert an optimiser or grid search notebook into a standalone backtest notebook using the bundled helper script and mapping guidance.

tradingstrategy-ai213

Machine Learning

Baseline Quality Assessment

Achieve comprehensive baseline (V_meta ≥0.40) in iteration 0 to enable rapid convergence. Use when planning iteration 0 time allocation, domain has established practices to reference, rich historical data exists for immediate quantification, or targeting 3-4 iteration convergence. Provides 4 quality levels (minimal/basic/comprehensive/exceptional), component-by-component V_meta calculation guide, and 3 strategies for comprehensive baseline (leverage prior art, quantify baseline, domain universality analysis). 40-50% iteration reduction when V_meta(s₀) ≥0.40 vs <0.20. Spend 3-4 extra hours in iteration 0, save 3-6 hours overall.

majiayu000200

Productividad e Integración

Conference Scheduler Skill

Generate optimized conference schedules using Google OR-Tools CP-SAT solver. Use when the user needs to create conference schedules from CSV data with constraints like speaker conflicts, track distribution, room assignments, educational flow, and speaker availability. Supports both single-day and multi-day conferences. Handles inputs from Google Sheets CSV exports with talks (ID, title, summary, track, level, speakers, availability) and schedule slots (day, times, rooms). Outputs CSV and Markdown schedules.

majiayu000200

Ventas y Marketing

Decision Matrix

Use when comparing multiple named alternatives across several criteria, need transparent trade-off analysis, making group decisions requiring alignment, choosing between vendors/tools/strategies, stakeholders need to see decision rationale, balancing competing priorities (cost vs quality vs speed), user mentions "which option should we choose", "compare alternatives", "evaluate vendors", "trade-offs", or when decision needs to be defensible and data-driven.

majiayu000200

Química Computacional

Action Converter

5 concrete real-life actions for today based on recent signals and memory

aaronjmars190

Goal Tracker

Compare current progress against goals stored in MEMORY.md

aaronjmars190

Patrones de Arquitectura

Research

Conducts deep technical research for Aha Loop stories. Use before implementing stories involving unfamiliar libraries or architectural decisions. Triggers on: research this, investigate, explore options, compare alternatives.

YougLin-dev184

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.

lamm-mit179

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.

lamm-mit179

Análisis de Datos

Calculate Priority Score

Calculate priority score for bugs, issues, or tasks based on severity, impact, and likelihood. Use for bug prioritization, task ordering, or risk assessment.

maslennikov-ig177

Patrones de Arquitectura

Simpy

Microck172

Finanzas e Inversión

Algo Sc Bullwhip

Analyze and mitigate the bullwhip effect where demand variability amplifies upstream in supply chains. Use this skill when the user needs to diagnose order variability amplification, quantify the bullwhip ratio, or implement dampening strategies — even if they say 'why are our orders so volatile', 'supply chain variability', or 'demand amplification problem'.

asgard-ai-platform120

Operations Research Analysts Skills | Skills Pool

Operations Research Analysts

Operations Research Analysts

Ahp Calculator

Math Model Selector

Gradient Methods

Constrained Optimization

Synthetic Parallel Reasoning

Cuopt

Decision Helper

Single Machine Scheduling Optimization Backward Forward Phase

Track Cycling Gear Analyzer

Budget Combination Calculator

Orions Arm Hazard Rating Evaluator

Frostpunk Modern Simulation

Single Machine Job Scheduling With Backward Forward Phase

Triz

Agent Spec Estimate

Brainstorm

Create Variant

Convert To Optimiser

Convert To Backtest

Baseline Quality Assessment

Conference Scheduler Skill

Decision Matrix

Action Converter

Goal Tracker

Research

Pymoo

Simpy

Calculate Priority Score

Simpy

Algo Sc Bullwhip